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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.
MKNK1 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
10.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
17.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
15.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 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.
MKNK1 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
20.3
Number of samples
486
Samples
Sample
Description
TPM
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
47.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
36.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
36.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
35.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
35.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
34.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
33.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
32.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
32.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
32.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
31.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
31.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
31.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
31.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
31.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
31.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
30.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
30.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
30.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
29.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
29.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
29.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
29.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
29.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
28.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
28.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
28.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
28.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
28.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
28.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
28.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
27.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
27.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
27.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
27.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
27.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
26.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
26.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
26.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
26.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
26.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
26.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
26.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
26.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
26.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
26.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
26.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
25.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
25.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
25.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
25.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
25.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
25.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
24.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
24.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
23.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
23.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
19.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.8
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.
MKNK1 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
10.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
6.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 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.
MKNK1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.9
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
48.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
34.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
34.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
32.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
31.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
30.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
30.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
29.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
29.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
29.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
29.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
28.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
28.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
28.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
27.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
26.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
26.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
26.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
26.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
25.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
25.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
25.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
24.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
24.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
23.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
22.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
1.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
1.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
1.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
1.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
1.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
1.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
1.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.9
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.9
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.8
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.8
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.7
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.7
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.6
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.6
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.5
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.5
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.6
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.7
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.8
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.9
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-1.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-1.8
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
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.