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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.
H4C2 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
8.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
519.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
390.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
356.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
344.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
302.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
231.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
0.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
0.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
0.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
0.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
0.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
0.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
0.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
0.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
0.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
0.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
0.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
0.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
0.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
0.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
0.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
0.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
0.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
0.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
0.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
0.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
0.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
0.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
0.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
0.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
0.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
0.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
0.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
0.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
0.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
0.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
0.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
0.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
0.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
0.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
0.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
0.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
0.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
0.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
0.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
0.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
0.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
0.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
0.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
0.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
0.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
0.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
0.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
0.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
0.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
0.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
0.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
0.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
0.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
0.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
0.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
0.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
0.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
0.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
0.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
0.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
0.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
0.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
0.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
0.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
0.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
0.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
0.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
0.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
0.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
0.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
0.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
0.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
0.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
0.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
0.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
0.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
0.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
0.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
0.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
0.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
0.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
0.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
0.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
0.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
0.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
0.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
0.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
0.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
0.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
0.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
0.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
0.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
0.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
0.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
0.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
0.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
0.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
0.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
0.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
0.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
0.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
0.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
0.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
0.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
0.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
0.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
0.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
0.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
0.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
0.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
0.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
0.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
0.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
0.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
0.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
0.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
0.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
0.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
0.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
0.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
0.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
0.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
0.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
0.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
0.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
0.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
0.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
0.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
0.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
0.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
0.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
0.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
0.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
0.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
0.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
0.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
0.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
0.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
0.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
0.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
0.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
0.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
0.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
0.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
0.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
0.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
0.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
0.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
0.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
0.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
0.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
0.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
0.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
0.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
0.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
0.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
0.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
0.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
0.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
0.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
0.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
0.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
0.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
0.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
0.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
H4C2 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
157.5
Number of samples
486
Samples
Sample
Description
TPM
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
506.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
452.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
430.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
412.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
409.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
398.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
386.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
381.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
379.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
370.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
357.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
344.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
341.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
341.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
328.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
324.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
323.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
317.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
314.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
304.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
302.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
296.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
291.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
287.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
286.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
286.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
284.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
283.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
282.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
281.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
281.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
276.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
274.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
274.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
271.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
271.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
270.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
269.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
268.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
268.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
267.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
267.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
266.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
265.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
264.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
263.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
261.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
258.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
255.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
254.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
254.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
251.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
251.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
251.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
250.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
249.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
249.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
249.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
249.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
247.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
244.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
244.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
244.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
243.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
241.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
241.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
240.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
240.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
237.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
236.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
236.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
234.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
233.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
233.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
231.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
231.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
231.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
229.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
229.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
228.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
227.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
226.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
225.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
223.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
223.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
222.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
221.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
220.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
219.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
219.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
218.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
218.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
217.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
216.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
215.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
213.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
213.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
212.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
212.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
210.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
207.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
207.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
207.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
205.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
205.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
202.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
202.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
202.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
201.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
200.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
199.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
199.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
197.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
196.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
196.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
196.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
195.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
195.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
194.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
192.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
192.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
192.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
192.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
192.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
190.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
189.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
189.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
189.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
188.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
187.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
186.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
185.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
185.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
184.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
184.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
184.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
183.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
183.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
182.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
182.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
181.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
181.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
180.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
180.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
180.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
179.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
178.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
178.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
178.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
178.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
176.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
176.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
176.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
176.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
176.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
175.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
175.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
174.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
172.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
171.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
171.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
171.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
171.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
170.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
170.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
169.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
169.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
169.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
168.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
167.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
166.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
166.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
166.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
166.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
166.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
166.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
166.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
166.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
165.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
165.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
164.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
164.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
163.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
163.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
162.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
162.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
161.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
161.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
160.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
160.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
160.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
160.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
160.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
159.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
159.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
159.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
159.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
158.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
158.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
157.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
156.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
156.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
156.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
156.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
156.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
156.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
156.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
156.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
155.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
155.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
155.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
155.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
155.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
153.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
152.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
152.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
152.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
152.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
151.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
151.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
151.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
151.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
151.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
150.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
150.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
149.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
149.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
149.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
149.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
148.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
148.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
148.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
148.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
148.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
147.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
147.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
147.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
147.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
146.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
146.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
145.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
145.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
145.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
145.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
145.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
145.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
144.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
144.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
144.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
144.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
143.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
142.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
142.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
142.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
142.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
142.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
142.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
142.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
141.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
141.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
140.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
140.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
140.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
140.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
140.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
140.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
140.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
140.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
140.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
139.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
139.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
139.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
139.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
139.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
139.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
139.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
138.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
138.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
137.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
137.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
136.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
136.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
135.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
135.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
135.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
135.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
135.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
135.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
134.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
134.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
133.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
133.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
132.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
132.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
132.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
131.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
131.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
130.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
130.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
130.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
129.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
128.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
128.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
127.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
127.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
126.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
126.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
126.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
125.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
125.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
125.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
125.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
124.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
124.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
124.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
123.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
123.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
123.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
123.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
122.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
122.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
122.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
120.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
120.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
119.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
119.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
118.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
118.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
118.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
118.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
117.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
117.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
116.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
115.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
115.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
115.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
115.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
114.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
114.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
114.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
114.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
114.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
114.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
113.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
112.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
111.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
110.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
110.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
109.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
108.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
107.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
107.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
107.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
107.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
106.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
106.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
105.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
105.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
105.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
104.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
103.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
103.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
103.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
103.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
103.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
102.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
102.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
101.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
101.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
101.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
101.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
101.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
100.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
100.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
99.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
99.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
98.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
98.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
98.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
97.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
97.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
97.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
97.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
96.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
96.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
96.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
95.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
95.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
95.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
94.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
93.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
93.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
93.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
93.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
93.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
93.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
93.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
93.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
92.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
92.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
92.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
92.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
92.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
91.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
91.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
89.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
89.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
89.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
89.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
88.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
88.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
88.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
87.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
86.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
86.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
86.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
86.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
86.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
86.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
85.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
85.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
85.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
84.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
83.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
82.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
82.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
82.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
82.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
81.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
81.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
81.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
80.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
80.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
79.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
79.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
79.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
79.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
78.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
78.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
76.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
76.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
76.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
75.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
74.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
74.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
73.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
72.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
71.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
71.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
71.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
70.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
70.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
69.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
68.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
67.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
67.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
66.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
65.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
65.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
64.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
63.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
62.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
62.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
62.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
62.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
61.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
58.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
57.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
56.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
54.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
53.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
53.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
52.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
51.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
48.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
47.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
45.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
45.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
44.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
43.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
41.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
40.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
39.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.7
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.
Survival analysis data not available.
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
0.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
0.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
0.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
0.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
0.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
0.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
0.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
0.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
0.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
0.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
0.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
0.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
0.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
0.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
0.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
0.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
0.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
0.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
0.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
0.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
0.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
0.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
0.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
0.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
0.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
0.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
0.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
0.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
0.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
0.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
0.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
0.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
0.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
0.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
0.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
0.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
0.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
0.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
0.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
0.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
0.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
0.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
0.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
0.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
0.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
0.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
0.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
0.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
0.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
0.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
0.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
0.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
0.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
0.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
0.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
0.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
0.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
0.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
0.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
0.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
0.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
0.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
0.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
0.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
0.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
0.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
0.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 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.
H4C2 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
136.8
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
373.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
340.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
315.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
292.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
276.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
274.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
263.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
260.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
259.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
254.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
253.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
250.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
246.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
238.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
235.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
231.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
226.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
224.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
222.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
221.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
220.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
216.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
213.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
210.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
210.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
209.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
209.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
208.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
206.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
204.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
202.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
199.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
197.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
193.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
191.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
191.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
189.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
189.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
187.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
186.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
183.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
182.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
182.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
181.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
181.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
181.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
181.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
179.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
178.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
178.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
175.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
175.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
173.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
172.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
172.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
171.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
171.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
170.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
170.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
168.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
167.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
165.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
165.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
164.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
163.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
162.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
161.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
161.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
161.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
160.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
159.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
159.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
158.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
156.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
155.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
155.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
154.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
151.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
151.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
150.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
150.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
149.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
149.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
149.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
149.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
147.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
147.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
147.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
146.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
146.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
144.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
143.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
142.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
140.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
138.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
138.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
138.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
138.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
137.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
135.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
134.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
132.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
132.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
131.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
129.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
128.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
126.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
126.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
126.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
126.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
125.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
125.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
124.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
124.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
120.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
119.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
118.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
117.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
116.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
116.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
116.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
116.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
114.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
114.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
114.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
114.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
113.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
111.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
110.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
110.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
108.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
108.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
106.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
105.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
105.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
105.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
103.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
103.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
103.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
103.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
102.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
102.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
102.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
100.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
99.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
99.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
98.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
97.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
97.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
96.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
96.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
95.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
92.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
91.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
88.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
87.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
86.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
85.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
84.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
83.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
82.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
80.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
79.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
78.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
78.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
77.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
77.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
77.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
76.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
76.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
76.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
74.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
73.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
72.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
72.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
71.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
69.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
68.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
67.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
66.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
65.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
65.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
64.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
63.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
58.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
58.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
58.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
58.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
56.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
55.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
55.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
52.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
51.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
51.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
51.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
50.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
47.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
46.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
46.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
43.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
43.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
38.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
36.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
35.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
34.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
30.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
29.4
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.