We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
MPV17L 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
2.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
3.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
3.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
3.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
3.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
2.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
2.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
2.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
2.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
2.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
2.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
2.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
2.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
2.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
2.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
2.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
2.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
2.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
2.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
2.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
2.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
2.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
2.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
1.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
1.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
1.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
1.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
1.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
1.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
1.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
1.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
1.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
1.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
1.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
1.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
1.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
1.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
1.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
1.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
1.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
1.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
1.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
1.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
1.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
1.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
1.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
1.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
1.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
1.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
1.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
1.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
1.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
1.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
1.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
1.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
1.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
1.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
1.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
1.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
1.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
1.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
1.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
1.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
1.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
1.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
1.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
1.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
1.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
1.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
1.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
1.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
1.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
1.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
1.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
1.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
0.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
0.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
0.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
0.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
0.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
0.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
0.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
0.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
0.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
0.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
0.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
0.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
0.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
0.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
0.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
0.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
0.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
0.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 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.
MPV17L 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
11.8
Number of samples
486
Samples
Sample
Description
TPM
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
38.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
31.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
26.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
25.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
24.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
15.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
9.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
9.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
9.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
9.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
9.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
8.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
8.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
8.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
8.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
8.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
8.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
8.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
8.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
8.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
8.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
8.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
8.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
8.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
8.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
8.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
8.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
8.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
8.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
8.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
8.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
7.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
7.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
7.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
7.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
7.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
7.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
7.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
7.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
7.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
7.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
7.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
7.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
7.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
7.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
7.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
7.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
7.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
7.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
7.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
7.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
7.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
7.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
7.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
7.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
7.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
7.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
7.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
6.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
6.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
6.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
6.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
6.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
6.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
6.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
6.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
6.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
6.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
6.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
6.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
6.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
6.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
6.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
6.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
6.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
6.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
6.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
6.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
6.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
6.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
6.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
6.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
6.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
5.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
5.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
5.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
5.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
5.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
5.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
5.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
5.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
5.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
5.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
5.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
5.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
5.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
5.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
5.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
5.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
5.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
4.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
4.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
4.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
4.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
4.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
4.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
4.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
3.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
3.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
3.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
3.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
3.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
MPV17L 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
2.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
2.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
2.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
1.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
1.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
1.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
1.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
1.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
1.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
1.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
1.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
1.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
1.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
1.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
1.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
1.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
1.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
1.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
1.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
1.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
1.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
1.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
1.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
1.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
0.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
0.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
0.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
0.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
0.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
0.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
0.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
0.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
0.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
0.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
0.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
0.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 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.
MPV17L 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
13.2
Number of samples
207
Samples
Sample
Description
TPM
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
37.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
31.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
25.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
23.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
20.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
10.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
8.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
8.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
7.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
7.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
7.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
7.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
7.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
7.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
7.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
7.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
7.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
6.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
6.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
6.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
6.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
5.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
5.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
5.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
5.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
5.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
4.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
4.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
3.8
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
