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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.
PCNX1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
25.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
25.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
23.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 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.
PCNX1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
26.6
Number of samples
486
Samples
Sample
Description
TPM
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
57.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
53.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
51.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
50.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
49.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
48.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
48.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
46.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
45.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
45.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
45.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
44.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
44.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
44.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
43.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
43.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
43.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
42.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
42.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
42.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
42.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
42.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
41.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
41.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
41.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
40.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
40.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
40.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
40.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
39.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
39.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
39.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
39.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
39.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
39.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
39.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
39.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
38.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
38.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
38.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
38.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
38.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
38.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
38.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
37.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
37.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
37.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
37.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
37.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
36.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
36.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
36.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
36.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
35.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
35.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
35.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
35.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
35.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
35.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
35.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
34.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
34.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
34.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
34.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
34.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
34.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
34.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
34.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
33.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
33.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
33.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
33.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
33.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
33.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
33.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
33.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
33.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
33.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
33.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
32.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
32.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
32.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
32.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
32.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
32.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
32.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
32.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
32.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
32.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
32.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
32.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
32.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
32.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
32.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
32.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
32.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
31.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
31.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
31.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
31.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
31.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
31.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
31.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
31.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
31.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
31.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
31.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
31.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
31.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
31.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
31.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
31.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
31.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
30.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
30.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
30.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
30.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
30.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
30.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
30.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
30.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
30.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
30.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
30.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
30.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
30.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
30.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
29.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
29.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
29.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
29.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
29.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
29.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
29.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
29.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
29.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
29.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
29.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
29.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
29.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
29.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
29.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
29.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
29.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
29.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
29.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
28.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
28.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
28.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
28.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
28.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
28.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
28.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
28.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
28.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
28.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
28.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
28.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
28.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
28.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
28.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
28.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
28.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
28.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
28.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
28.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
28.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
28.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
28.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
28.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
28.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
27.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
27.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
27.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
27.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
27.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
27.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
27.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
27.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
27.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
27.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
27.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
27.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
27.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
27.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
27.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
27.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
27.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
27.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
26.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
26.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
26.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
26.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
26.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
26.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
26.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
26.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
26.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
26.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
26.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
26.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
26.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
26.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
26.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
26.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
26.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
26.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
26.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
25.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
25.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
25.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
25.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
25.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
25.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
25.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
24.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
24.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
24.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
23.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
23.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
23.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
23.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
21.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
21.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
20.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.3
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.
PCNX1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 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.
PCNX1 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
23.5
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
45.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
43.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
42.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
39.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
39.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
39.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
39.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
39.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
39.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
38.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
38.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
37.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
37.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
36.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
36.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
34.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
34.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
34.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
33.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
33.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
33.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
33.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
33.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
32.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
32.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
32.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
32.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
32.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
32.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
32.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
32.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
31.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
31.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
31.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
31.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
31.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
31.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
31.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
31.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
31.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
31.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
30.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
30.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
30.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
30.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
30.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
29.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
29.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
28.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
28.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
28.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
28.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
28.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
28.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
27.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
27.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
27.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
27.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
26.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
26.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
26.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
25.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
25.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
25.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
25.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
24.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
24.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
24.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
24.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
23.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.3
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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
