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.
H2AC4 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
167.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
156.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
141.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
121.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
106.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
98.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
0.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
0.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
0.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
0.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
0.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
0.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
0.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
0.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
0.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
0.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
0.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
0.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
0.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
0.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
0.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
0.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
0.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
0.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
0.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
0.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
0.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
0.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
0.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
0.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
0.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
0.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
0.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
0.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
0.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
0.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
0.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
0.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
0.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
0.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
0.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
0.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
0.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
0.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
0.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
0.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
0.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
0.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
0.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
0.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
0.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
0.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
0.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
0.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
0.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
0.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
0.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
0.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
0.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
0.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
0.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
0.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
0.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
0.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
0.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
0.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
0.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 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-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
0.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
0.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
0.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
0.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
0.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
0.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
0.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
0.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
0.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
0.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
0.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
0.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
0.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
0.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
0.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
0.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
0.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
0.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
0.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
0.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
0.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
0.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
0.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
0.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
0.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
0.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
0.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
0.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
0.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
0.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
0.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
0.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
0.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
0.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
0.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
0.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
0.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
0.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
0.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
0.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
0.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
0.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
0.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
0.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
0.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
0.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
0.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
0.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
0.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
0.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
0.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
0.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
0.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
0.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 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-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
0.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
0.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
0.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
0.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
0.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
0.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 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-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
0.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
0.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
0.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
0.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
0.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
0.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
0.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
0.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
0.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
0.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
0.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
0.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
0.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
0.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
0.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
0.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
0.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
0.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
0.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
0.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
0.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
0.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
0.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
0.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
0.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 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-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
0.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
0.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
0.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
0.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
0.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
0.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
0.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
0.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
0.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 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.
H2AC4 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
94.4
Number of samples
486
Samples
Sample
Description
TPM
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
332.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
315.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
259.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
254.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
231.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
229.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
222.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
220.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
216.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
215.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
212.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
211.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
207.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
204.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
200.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
200.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
199.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
191.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
188.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
187.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
187.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
187.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
183.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
182.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
182.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
181.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
181.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
181.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
178.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
178.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
177.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
177.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
175.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
174.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
172.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
172.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
172.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
170.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
170.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
169.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
169.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
169.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
166.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
165.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
165.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
164.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
162.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
162.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
162.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
160.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
160.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
160.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
160.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
158.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
158.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
157.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
157.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
156.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
155.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
154.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
153.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
153.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
152.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
150.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
148.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
147.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
146.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
145.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
144.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
144.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
144.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
143.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
143.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
143.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
143.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
142.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
141.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
141.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
141.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
141.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
141.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
140.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
140.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
139.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
139.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
139.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
138.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
136.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
136.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
136.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
135.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
134.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
134.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
134.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
133.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
132.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
131.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
131.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
130.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
129.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
129.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
129.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
129.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
128.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
128.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
127.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
127.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
126.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
126.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
126.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
126.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
126.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
125.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
125.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
124.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
124.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
124.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
123.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
123.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
123.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
122.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
122.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
122.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
122.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
122.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
120.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
120.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
120.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
119.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
119.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
119.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
118.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
118.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
118.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
117.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
117.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
117.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
116.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
116.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
115.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
115.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
114.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
114.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
113.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
112.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
112.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
112.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
111.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
111.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
110.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
110.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
110.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
110.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
109.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
109.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
108.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
108.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
108.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
107.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
107.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
106.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
106.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
106.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
106.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
105.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
105.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
105.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
104.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
104.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
104.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
103.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
103.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
103.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
103.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
102.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
102.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
102.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
102.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
101.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
101.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
101.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
101.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
100.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
100.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
100.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
99.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
99.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
99.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
98.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
98.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
98.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
98.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
97.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
97.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
96.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
96.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
95.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
95.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
95.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
95.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
95.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
95.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
94.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
94.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
94.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
93.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
93.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
93.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
93.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
92.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
92.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
92.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
92.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
92.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
92.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
91.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
91.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
90.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
90.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
90.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
90.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
90.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
90.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
89.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
89.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
89.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
89.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
89.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
88.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
88.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
88.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
88.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
87.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
87.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
87.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
87.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
87.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
87.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
86.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
86.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
86.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
86.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
86.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
85.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
85.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
85.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
85.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
85.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
84.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
84.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
84.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
84.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
84.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
84.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
84.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
83.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
82.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
82.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
82.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
82.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
81.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
81.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
81.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
80.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
80.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
80.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
80.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
79.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
79.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
79.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
79.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
78.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
78.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
78.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
78.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
78.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
77.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
77.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
77.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
76.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
75.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
75.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
75.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
75.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
75.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
75.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
75.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
75.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
75.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
74.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
74.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
74.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
74.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
74.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
74.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
74.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
74.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
74.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
74.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
73.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
73.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
73.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
73.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
73.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
72.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
72.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
72.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
72.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
72.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
72.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
72.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
72.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
71.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
71.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
71.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
71.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
71.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
71.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
71.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
71.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
70.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
69.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
69.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
69.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
69.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
68.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
68.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
68.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
68.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
67.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
67.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
67.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
67.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
67.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
66.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
66.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
66.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
65.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
65.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
65.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
65.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
65.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
65.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
65.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
64.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
64.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
64.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
64.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
64.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
64.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
63.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
63.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
63.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
62.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
62.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
62.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
62.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
62.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
62.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
61.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
61.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
61.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
60.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
60.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
60.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
60.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
59.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
59.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
59.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
58.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
58.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
58.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
58.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
58.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
58.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
57.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
57.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
56.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
56.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
56.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
55.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
55.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
55.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
55.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
54.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
54.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
54.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
54.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
54.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
53.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
53.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
52.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
51.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
51.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
50.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
50.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
50.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
50.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
50.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
49.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
49.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
48.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
48.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
48.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
48.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
48.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
48.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
47.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
47.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
47.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
47.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
46.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
46.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
46.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
46.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
46.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
46.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
46.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
46.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
46.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
45.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
45.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
44.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
44.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
43.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
43.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
43.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
42.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
41.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
41.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
41.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
40.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
40.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
40.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
39.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
39.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
38.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
38.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
38.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
38.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
38.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
38.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
37.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
37.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
37.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
36.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
36.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
36.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
36.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
35.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
35.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
35.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
34.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
34.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
34.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
34.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
34.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
33.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
33.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
32.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
32.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
31.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
30.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
30.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
29.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
29.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
29.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
29.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
29.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
27.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
26.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
24.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
23.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
4.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.0
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
0.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
0.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
0.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
0.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
0.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
0.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
0.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
0.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
0.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
0.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
0.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
0.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
0.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
0.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
0.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
0.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
0.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
0.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
0.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
0.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
0.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
0.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
0.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
0.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
0.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
0.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
0.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
0.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
0.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
0.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
0.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
0.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
0.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
0.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
0.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
0.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
0.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
0.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
0.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
0.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
0.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
0.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
0.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
0.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
0.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
0.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
0.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
0.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
0.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
0.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
0.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
0.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
0.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
0.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
0.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
0.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
0.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
0.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
0.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
0.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
0.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 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-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
0.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 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.
H2AC4 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
70.4
Number of samples
207
Samples
Sample
Description
TPM
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
185.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
181.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
178.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
173.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
170.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
166.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
162.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
152.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
151.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
148.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
144.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
140.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
136.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
134.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
133.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
130.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
128.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
128.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
128.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
121.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
121.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
116.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
115.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
114.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
114.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
114.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
113.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
112.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
111.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
111.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
111.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
109.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
108.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
107.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
107.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
107.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
106.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
104.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
103.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
101.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
101.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
101.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
100.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
99.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
99.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
98.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
98.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
97.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
97.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
97.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
97.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
96.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
95.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
94.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
93.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
92.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
92.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
92.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
92.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
90.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
89.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
88.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
88.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
88.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
87.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
84.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
83.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
83.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
82.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
82.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
80.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
80.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
80.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
80.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
79.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
78.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
77.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
77.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
77.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
76.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
76.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
76.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
75.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
74.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
74.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
73.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
72.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
71.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
70.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
70.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
70.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
68.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
68.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
68.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
67.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
67.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
67.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
66.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
66.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
65.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
64.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
64.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
63.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
63.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
63.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
61.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
61.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
61.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
61.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
61.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
61.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
60.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
60.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
59.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
58.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
57.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
57.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
57.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
56.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
56.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
56.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
55.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
55.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
55.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
55.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
54.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
54.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
51.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
50.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
50.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
50.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
50.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
50.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
49.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
49.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
49.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
49.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
49.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
49.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
48.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
48.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
47.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
46.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
46.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
45.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
45.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
44.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
44.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
44.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
43.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
43.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
42.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
42.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
42.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
41.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
41.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
40.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
39.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
39.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
38.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
38.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
38.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
38.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
37.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
37.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
36.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
36.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
35.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
34.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
34.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
34.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
34.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
34.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
33.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
33.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
33.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
32.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
32.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
32.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
30.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
30.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
29.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
29.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
28.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
28.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
28.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
27.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
27.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
26.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
25.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
24.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
24.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
6.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
3.9
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
