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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PKD1 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
3.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
3.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
3.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
2.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
2.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
2.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
1.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
1.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
1.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
0.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.6
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.
PKD1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.7
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
44.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
36.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
28.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
9.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
9.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
9.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
9.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
8.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
8.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
8.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
8.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
8.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
8.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
8.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
8.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
8.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
7.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
7.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
7.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
7.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
7.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
7.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
7.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
7.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
7.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
7.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
7.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
6.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
6.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
6.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
6.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
6.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
6.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
6.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
6.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
6.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
6.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
6.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
6.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
6.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
5.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
5.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
5.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
5.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
5.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
0.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PKD1 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
3.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
5.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
4.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
1.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
1.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 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.
PKD1 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
11.8
Number of samples
207
Samples
Sample
Description
TPM
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
8.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
8.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
7.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
7.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
7.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
7.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
6.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
6.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
6.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
5.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
5.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
