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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.
MRPS9 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
33.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
85.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
63.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
61.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
60.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
56.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
56.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
55.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
55.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
54.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
53.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
53.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
51.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
50.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
49.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
49.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
49.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
49.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
48.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
47.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
47.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
47.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
46.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
46.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
46.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
46.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
46.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
45.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
45.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
45.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
44.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
44.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
44.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
44.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
44.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
44.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
43.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
43.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
43.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
43.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
43.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
43.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
42.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
42.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
42.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
41.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
41.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
41.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
41.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
41.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
41.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
41.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
41.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
40.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
40.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
39.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
39.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
39.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
39.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
39.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
39.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
38.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
38.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
38.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
38.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
37.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
37.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
37.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
37.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
37.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
37.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
37.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
37.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
37.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
37.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
36.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
36.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
36.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
36.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
36.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
36.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
36.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
36.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
36.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
36.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
35.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
35.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
35.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
35.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
35.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
35.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
35.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
35.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
35.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
35.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
35.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
35.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
34.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
34.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
34.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
34.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
34.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
34.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
34.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
34.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
34.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
34.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
33.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
33.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
33.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
33.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
33.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
33.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
33.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
33.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
33.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
33.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
33.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
33.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
32.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
32.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
32.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
32.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
32.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
32.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
32.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
32.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
31.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
31.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
31.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
31.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
31.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
31.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
31.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
31.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
31.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
31.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
31.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
31.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
31.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
30.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
30.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
30.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
30.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
30.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
30.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
30.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
30.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
30.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
30.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
29.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
29.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
29.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
29.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
29.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
29.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
29.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
29.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
29.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
29.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
29.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
29.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
29.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
29.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
29.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
29.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
29.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
29.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
28.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
28.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
28.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
28.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
28.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
28.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
28.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
28.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
28.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
28.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
28.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
28.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
28.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
27.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
27.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
27.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
27.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
27.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
27.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
27.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
27.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
27.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
26.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
26.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
26.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
26.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
26.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
26.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
26.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
26.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
26.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
26.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
26.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
26.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
26.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
26.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
26.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
25.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
25.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
25.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
25.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
25.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
25.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
25.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
25.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
25.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
25.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
25.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
24.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
24.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
24.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
24.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
24.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
24.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
24.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
24.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
24.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
24.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
24.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
24.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
23.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
23.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
23.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
23.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
23.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
23.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
23.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
23.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
22.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
21.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
21.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
21.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
21.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
19.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
19.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
19.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
17.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
16.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 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.
MRPS9 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
18.6
Number of samples
486
Samples
Sample
Description
TPM
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
35.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
34.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
34.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
31.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
30.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
30.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
29.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
29.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
29.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
29.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
29.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
29.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
28.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
27.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
27.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
27.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
27.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
27.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
27.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
27.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
27.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
27.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
26.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
26.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
25.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
25.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
25.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
25.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
25.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
25.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
25.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
24.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
24.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
24.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
24.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
22.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
21.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MRPS9 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
34.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
70.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
65.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
53.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
52.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
52.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
51.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
49.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
48.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
46.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
46.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
46.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
46.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
44.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
44.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
44.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
43.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
42.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
42.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
42.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
42.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
42.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
42.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
40.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
40.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
40.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
40.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
40.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
40.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
38.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
38.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
38.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
37.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
35.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
35.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
35.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
35.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
34.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
34.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
34.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
33.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
33.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
33.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
32.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
32.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
32.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
32.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
31.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
30.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
30.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
30.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
30.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
29.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
29.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
28.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
28.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
28.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
28.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
28.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
27.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
27.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
27.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
27.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
27.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
27.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
26.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
26.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
26.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
26.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
26.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
26.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
26.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
26.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
26.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
25.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
24.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
24.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
23.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
22.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
22.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
22.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
22.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
21.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
20.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
18.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
18.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
18.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MRPS9 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
17.3
Number of samples
207
Samples
Sample
Description
TPM
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
35.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
32.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
30.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
29.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
28.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
27.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
26.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
26.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.9
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.8
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.8
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.7
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
0.6
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
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Tumor
0.3
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Normal
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
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Tumor
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
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Tumor
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
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Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
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Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
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Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.4
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Normal
-0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.6
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.6
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.6
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
