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.
PIKFYVE 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
3.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
5.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
3.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
3.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
2.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PIKFYVE 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
19.1
Number of samples
486
Samples
Sample
Description
TPM
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
44.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
35.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
33.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
33.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
32.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
31.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
29.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
28.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
28.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
27.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
27.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
27.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
27.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
27.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
27.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
26.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
25.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
25.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
25.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
24.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
24.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
23.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
22.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
PIKFYVE 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
3.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
5.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PIKFYVE 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
18.5
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
31.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
30.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
28.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
26.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
26.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
24.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
24.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
24.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
24.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
23.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
22.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
22.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
21.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.8
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
