We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
H4C13 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
2.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
302.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
215.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
118.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
21.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
0.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
0.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
0.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
0.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
0.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
0.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
0.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
0.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
0.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
0.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
0.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
0.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
0.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
0.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
0.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
0.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
0.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
0.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
0.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
0.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
0.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
0.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
0.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
0.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
0.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
0.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
0.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
0.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
0.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
0.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
0.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
0.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
0.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
0.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
0.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
0.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
0.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
0.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
0.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
0.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
0.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
0.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
0.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
0.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
0.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
0.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
0.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
0.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
0.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
0.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 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-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
0.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
0.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
0.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
0.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
0.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
0.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
0.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
0.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
0.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
0.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
0.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
0.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
0.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
0.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
0.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
0.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
0.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
0.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
0.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
0.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
0.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
0.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
0.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
0.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
0.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
0.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
0.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
0.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
0.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
0.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
0.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
0.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
0.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
0.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
0.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
0.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
0.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
0.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
0.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
0.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
0.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
0.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
0.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
0.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
0.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
0.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
0.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
0.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
0.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
0.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
0.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
0.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
0.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
0.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
0.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
0.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
0.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
0.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
0.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
0.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
0.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
0.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
0.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
0.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
0.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
0.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
0.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
0.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
0.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
0.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
0.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
0.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
0.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
0.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
0.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
0.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
0.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
0.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
0.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
0.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
0.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
0.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
0.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
0.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
0.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
0.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
0.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
0.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
0.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
0.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
0.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
0.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
0.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
0.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
0.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
0.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
0.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
0.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
0.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
0.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
0.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
0.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
0.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
0.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
0.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
0.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
0.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
0.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
0.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
0.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
0.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
0.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
0.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
0.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
0.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
0.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 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.
H4C13 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
106.5
Number of samples
486
Samples
Sample
Description
TPM
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
445.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
420.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
410.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
393.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
369.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
365.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
355.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
339.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
335.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
333.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
332.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
318.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
318.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
316.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
315.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
315.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
312.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
311.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
308.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
307.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
303.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
303.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
301.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
287.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
285.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
279.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
278.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
262.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
261.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
260.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
260.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
257.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
256.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
255.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
253.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
249.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
247.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
245.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
243.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
241.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
240.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
238.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
235.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
234.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
227.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
223.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
223.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
221.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
221.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
219.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
219.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
209.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
209.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
208.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
208.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
208.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
207.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
202.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
201.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
201.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
200.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
197.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
192.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
192.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
191.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
190.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
189.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
188.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
186.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
185.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
183.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
182.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
182.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
182.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
181.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
180.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
179.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
178.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
178.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
177.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
177.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
176.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
175.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
174.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
173.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
173.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
173.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
171.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
169.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
169.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
168.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
168.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
168.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
168.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
166.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
166.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
165.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
163.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
162.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
161.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
161.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
161.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
160.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
160.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
158.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
157.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
157.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
157.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
156.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
155.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
155.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
155.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
155.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
154.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
154.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
153.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
153.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
152.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
151.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
151.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
151.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
150.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
150.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
150.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
149.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
149.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
147.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
146.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
145.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
144.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
144.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
144.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
144.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
143.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
143.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
143.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
143.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
143.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
142.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
141.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
141.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
140.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
140.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
138.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
138.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
138.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
138.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
137.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
136.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
136.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
135.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
135.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
134.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
134.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
134.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
134.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
133.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
133.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
133.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
132.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
132.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
131.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
130.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
130.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
129.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
128.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
128.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
128.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
127.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
127.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
126.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
126.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
126.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
125.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
125.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
125.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
125.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
125.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
124.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
124.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
124.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
124.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
124.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
123.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
123.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
122.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
122.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
121.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
120.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
119.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
117.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
117.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
116.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
116.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
114.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
114.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
113.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
113.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
112.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
112.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
112.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
111.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
110.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
109.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
109.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
107.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
107.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
107.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
106.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
106.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
105.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
104.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
104.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
104.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
103.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
103.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
103.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
101.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
101.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
100.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
100.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
100.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
100.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
99.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
99.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
98.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
98.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
97.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
97.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
97.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
97.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
95.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
95.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
94.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
92.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
92.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
91.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
91.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
90.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
90.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
90.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
89.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
89.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
88.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
87.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
87.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
86.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
86.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
86.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
86.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
86.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
85.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
85.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
84.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
84.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
83.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
83.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
82.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
82.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
82.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
81.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
81.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
81.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
80.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
80.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
79.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
79.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
79.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
79.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
76.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
76.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
76.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
75.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
75.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
74.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
74.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
73.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
73.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
73.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
70.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
70.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
70.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
70.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
70.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
70.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
69.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
69.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
68.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
68.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
67.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
67.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
67.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
66.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
66.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
66.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
65.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
65.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
64.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
64.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
64.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
63.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
62.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
62.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
62.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
62.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
62.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
61.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
60.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
60.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
60.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
59.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
59.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
59.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
58.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
58.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
58.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
58.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
58.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
56.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
56.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
56.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
56.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
55.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
55.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
55.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
53.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
53.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
53.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
52.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
50.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
50.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
50.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
50.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
49.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
49.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
49.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
49.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
48.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
48.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
48.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
48.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
48.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
47.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
47.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
46.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
46.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
46.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
46.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
46.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
45.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
45.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
45.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
44.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
44.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
43.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
42.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
42.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
42.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
41.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
40.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
40.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
39.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
39.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
38.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
38.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
38.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
38.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
36.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
36.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
36.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
36.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
35.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
35.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
34.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
34.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
33.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
33.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
33.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
33.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
32.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
32.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
32.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
31.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
31.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
31.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
30.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
30.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
29.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
29.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
29.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
27.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
26.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
25.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
24.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
22.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
8.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
8.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
7.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
6.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
6.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
6.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
5.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
4.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
4.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
4.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
3.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.7
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
0.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
0.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
0.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
0.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
0.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 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-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
0.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
0.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
0.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
0.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
0.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
0.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
0.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
0.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 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-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
0.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
0.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
0.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
0.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
0.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
0.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
0.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
0.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
0.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
0.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
0.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
0.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
0.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
0.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
0.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
0.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
0.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
0.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
0.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
0.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
0.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
0.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
0.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
0.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
0.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
0.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
0.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
0.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
0.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
0.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
0.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
0.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
0.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 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-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
0.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
0.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
0.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
0.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
0.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
0.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
0.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
0.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
0.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
0.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
0.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
0.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 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.
H4C13 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
88.8
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
351.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
339.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
331.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
322.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
319.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
310.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
306.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
302.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
294.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
281.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
280.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
269.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
269.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
263.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
235.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
229.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
229.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
228.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
220.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
216.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
208.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
205.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
201.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
201.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
200.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
193.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
191.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
189.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
184.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
179.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
178.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
173.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
169.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
164.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
162.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
154.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
151.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
148.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
148.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
147.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
147.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
143.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
141.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
140.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
140.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
139.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
136.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
135.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
135.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
133.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
133.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
128.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
125.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
123.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
121.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
119.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
119.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
118.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
114.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
110.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
110.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
107.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
106.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
106.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
104.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
103.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
101.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
101.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
100.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
98.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
97.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
93.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
92.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
91.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
89.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
88.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
88.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
88.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
87.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
86.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
86.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
84.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
84.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
83.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
83.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
82.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
80.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
79.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
79.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
78.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
77.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
72.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
72.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
70.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
69.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
69.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
67.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
65.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
65.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
65.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
64.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
64.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
62.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
62.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
60.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
60.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
58.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
58.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
57.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
55.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
54.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
53.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
50.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
50.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
49.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
47.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
47.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
47.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
46.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
46.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
46.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
45.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
45.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
45.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
43.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
43.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
42.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
42.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
42.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
42.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
41.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
41.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
40.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
39.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
38.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
37.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
36.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
36.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
36.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
36.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
35.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
34.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
33.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
33.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
32.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
32.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
31.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
30.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
30.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
29.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
28.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
28.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
27.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
27.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
27.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
26.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
25.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
24.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
23.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
21.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
7.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
6.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
5.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
5.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
5.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
2.5
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
