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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.
PRR14L 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
4.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
25.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
24.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
21.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
4.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
2.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 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.
PRR14L is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.1
Number of samples
486
Samples
Sample
Description
TPM
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
38.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
37.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
36.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
35.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
35.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
34.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
33.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
33.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
33.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
33.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
33.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
32.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
32.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
32.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
32.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
32.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
32.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
31.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
31.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
31.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
30.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
30.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
30.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
30.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
30.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
29.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
29.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
29.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
29.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
29.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
29.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
29.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
29.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
28.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
28.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
28.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
28.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
28.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
28.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
28.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
28.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
28.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
27.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
27.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
27.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
27.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
26.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
26.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
26.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
26.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
26.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
26.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
26.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
25.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
25.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
25.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
25.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
25.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
25.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
25.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
25.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
24.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
24.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
24.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
24.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
24.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
23.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
21.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
19.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PRR14L 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
4.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
5.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PRR14L 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
19.4
Number of samples
207
Samples
Sample
Description
TPM
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
36.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
34.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
34.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
34.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
33.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
32.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
31.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
30.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
30.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
30.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
29.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
29.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
27.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
25.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
25.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
25.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
25.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
24.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
22.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
