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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.
LNPEP 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
5.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
41.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
40.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
36.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
32.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
21.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
4.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
LNPEP 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
26.4
Number of samples
486
Samples
Sample
Description
TPM
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
56.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
49.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
46.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
44.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
43.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
43.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
42.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
42.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
42.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
41.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
41.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
41.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
41.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
41.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
40.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
39.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
39.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
39.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
38.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
38.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
38.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
38.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
38.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
37.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
36.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
36.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
36.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
36.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
36.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
35.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
35.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
35.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
35.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
35.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
35.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
35.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
35.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
35.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
35.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
35.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
35.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
34.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
34.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
34.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
34.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
34.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
34.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
34.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
34.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
34.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
34.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
34.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
34.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
34.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
34.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
33.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
33.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
33.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
33.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
33.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
33.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
33.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
33.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
33.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
33.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
33.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
33.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
33.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
33.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
33.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
33.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
33.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
33.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
32.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
32.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
32.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
32.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
32.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
32.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
32.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
32.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
32.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
32.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
32.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
32.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
32.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
32.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
32.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
32.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
32.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
32.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
31.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
31.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
31.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
31.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
31.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
31.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
31.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
31.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
31.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
31.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
31.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
31.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
31.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
31.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
31.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
31.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
31.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
30.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
30.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
30.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
30.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
30.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
30.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
30.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
30.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
30.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
30.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
30.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
30.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
30.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
30.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
30.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
29.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
29.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
29.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
29.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
29.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
29.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
29.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
29.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
29.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
29.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
29.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
29.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
29.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
29.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
29.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
29.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
29.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
29.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
29.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
29.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
29.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
29.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
29.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
28.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
28.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
28.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
28.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
28.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
28.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
28.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
28.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
28.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
28.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
28.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
28.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
28.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
28.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
28.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
28.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
27.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
27.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
27.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
27.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
27.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
27.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
27.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
27.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
27.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
27.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
27.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
27.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
27.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
27.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
27.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
27.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
27.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
27.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
27.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
27.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
26.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
26.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
26.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
26.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
26.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
26.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
26.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
26.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
26.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
26.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
26.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
26.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
26.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
26.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
25.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
25.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
25.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
25.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
25.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
25.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
25.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
25.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
25.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
25.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
25.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
25.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
25.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
25.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
25.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
25.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
25.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
24.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
24.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
24.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
24.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
24.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
24.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
24.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
24.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
24.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
24.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
23.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
23.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
23.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
22.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
21.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
21.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
17.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LNPEP 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
5.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.4
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
3.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.9
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.
LNPEP 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
24.0
Number of samples
207
Samples
Sample
Description
TPM
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
49.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
43.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
38.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
38.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
38.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
38.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
37.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
37.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
36.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
35.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
34.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
34.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
33.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
33.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
32.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
31.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
31.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
31.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
31.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
31.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
30.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
30.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
30.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
30.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
30.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
29.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
29.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
29.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
29.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
29.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
29.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
29.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
29.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
29.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
29.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
28.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
28.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
28.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
28.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
28.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
28.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
28.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
28.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
28.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
28.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
28.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
27.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
27.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
27.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
27.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
27.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
27.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
27.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
27.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
26.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
26.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
26.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
26.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
26.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
26.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
25.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
25.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
25.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
25.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
25.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
25.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
24.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
24.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
24.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
24.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
23.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
22.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
22.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
22.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
22.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
21.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
20.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.8
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.6
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
