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.
H2AC7 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
9.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
507.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
421.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
421.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
334.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
318.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
271.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
2.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
2.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
1.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
1.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
1.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
1.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
0.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
0.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
0.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
0.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
0.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
0.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
0.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
0.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
0.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
0.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
0.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
0.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
0.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
0.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
0.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
0.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
0.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
0.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
0.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
0.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
0.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
0.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
0.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
0.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
0.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
0.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
0.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
0.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
0.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
0.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
0.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
0.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
0.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
0.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
0.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
0.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
0.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
0.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
0.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
0.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
0.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
0.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
0.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
0.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
0.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
0.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
0.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
0.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
0.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
0.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
0.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
0.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
0.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
0.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
0.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
0.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
0.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
0.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
0.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
0.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
0.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
0.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
0.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
0.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
0.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
0.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
0.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
0.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
0.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
0.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
0.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
0.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
0.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
0.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
0.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
0.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
0.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
0.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
0.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
0.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
0.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
0.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
0.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
0.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
0.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
0.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
0.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
0.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
0.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
0.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
0.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
0.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
0.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
0.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
0.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
0.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
0.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
0.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
0.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
0.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
0.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
0.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
0.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
0.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
0.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
0.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
0.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
0.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
0.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
0.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
0.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
0.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
0.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
0.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
0.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
0.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
0.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
0.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
0.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
0.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
0.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
0.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
0.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
0.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
0.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
0.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
0.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
0.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
0.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
0.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
0.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
0.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
0.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
0.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
0.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
0.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
0.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
0.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
0.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
0.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
0.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
0.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
0.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
0.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
0.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 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-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
0.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
0.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
0.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
0.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
0.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
0.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
0.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
0.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
H2AC7 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
207.2
Number of samples
486
Samples
Sample
Description
TPM
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
685.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
612.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
573.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
539.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
468.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
458.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
456.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
451.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
442.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
433.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
431.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
428.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
426.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
425.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
420.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
419.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
413.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
411.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
411.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
408.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
388.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
380.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
379.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
375.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
369.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
368.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
366.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
361.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
361.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
360.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
360.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
359.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
358.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
357.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
356.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
352.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
352.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
351.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
349.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
349.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
346.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
344.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
338.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
337.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
337.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
337.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
336.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
336.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
335.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
330.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
327.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
327.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
326.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
325.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
324.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
324.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
324.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
324.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
324.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
323.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
318.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
315.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
314.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
314.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
313.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
311.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
307.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
307.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
306.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
305.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
305.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
302.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
301.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
299.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
298.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
297.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
294.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
293.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
291.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
285.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
284.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
283.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
283.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
280.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
280.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
280.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
279.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
279.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
279.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
279.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
276.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
276.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
275.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
274.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
272.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
272.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
272.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
270.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
269.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
268.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
267.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
267.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
265.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
264.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
264.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
263.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
263.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
263.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
261.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
261.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
261.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
260.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
259.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
259.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
258.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
257.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
257.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
256.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
256.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
256.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
255.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
255.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
253.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
249.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
248.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
247.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
247.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
247.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
246.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
246.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
245.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
245.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
245.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
245.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
245.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
244.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
244.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
244.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
243.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
243.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
243.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
242.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
242.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
242.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
241.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
241.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
240.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
240.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
239.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
239.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
238.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
238.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
238.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
237.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
237.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
237.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
236.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
236.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
235.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
235.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
235.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
234.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
233.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
233.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
233.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
231.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
231.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
231.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
231.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
230.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
229.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
229.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
229.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
229.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
229.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
229.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
228.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
228.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
227.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
227.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
226.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
226.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
226.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
226.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
225.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
225.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
225.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
224.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
224.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
223.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
223.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
223.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
221.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
221.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
221.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
220.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
219.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
218.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
218.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
217.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
217.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
217.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
216.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
216.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
214.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
213.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
213.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
213.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
212.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
212.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
211.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
210.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
209.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
208.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
207.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
207.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
207.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
205.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
205.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
205.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
204.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
204.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
204.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
204.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
204.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
204.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
203.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
203.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
203.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
202.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
201.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
201.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
201.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
201.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
200.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
199.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
198.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
198.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
197.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
197.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
194.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
194.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
194.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
193.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
192.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
192.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
192.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
192.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
191.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
191.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
191.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
190.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
190.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
190.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
189.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
188.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
186.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
186.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
185.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
184.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
183.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
183.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
183.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
183.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
182.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
182.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
182.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
182.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
181.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
181.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
181.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
180.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
180.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
179.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
179.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
179.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
177.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
177.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
177.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
177.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
176.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
176.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
175.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
175.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
175.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
175.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
175.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
174.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
174.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
174.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
173.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
173.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
173.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
172.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
171.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
171.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
170.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
169.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
167.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
167.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
166.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
166.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
166.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
166.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
165.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
165.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
165.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
165.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
163.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
163.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
161.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
161.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
161.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
161.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
161.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
160.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
160.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
160.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
158.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
157.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
157.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
156.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
156.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
156.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
154.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
154.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
154.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
154.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
154.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
154.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
153.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
153.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
153.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
152.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
152.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
151.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
151.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
151.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
151.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
151.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
151.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
150.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
150.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
150.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
149.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
149.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
149.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
148.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
148.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
147.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
147.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
146.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
145.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
145.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
145.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
144.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
144.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
144.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
143.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
142.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
142.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
142.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
142.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
140.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
140.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
139.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
139.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
139.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
138.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
138.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
137.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
137.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
136.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
135.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
134.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
134.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
134.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
134.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
133.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
133.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
132.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
132.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
132.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
131.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
131.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
130.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
130.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
129.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
129.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
129.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
127.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
126.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
125.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
125.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
124.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
123.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
122.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
122.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
122.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
121.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
121.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
120.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
120.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
120.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
120.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
119.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
117.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
117.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
117.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
117.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
116.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
116.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
115.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
115.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
115.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
115.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
115.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
114.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
113.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
113.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
113.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
113.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
112.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
111.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
111.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
111.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
111.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
108.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
107.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
106.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
106.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
106.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
105.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
105.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
105.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
105.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
105.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
103.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
101.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
101.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
101.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
100.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
100.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
99.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
97.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
97.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
97.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
96.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
95.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
94.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
93.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
92.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
90.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
88.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
88.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
87.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
87.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
87.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
86.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
85.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
84.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
82.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
81.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
81.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
80.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
79.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
79.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
79.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
78.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
76.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
74.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
72.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
71.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
70.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
70.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
68.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
67.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
65.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
65.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
62.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
61.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
60.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
57.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
48.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
22.0
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
0.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
1.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
1.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
1.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
1.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
1.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
1.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
0.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
0.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
0.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
0.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
0.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
0.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
0.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
0.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
0.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
0.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
0.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
0.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
0.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
0.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
0.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
0.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
0.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
0.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
0.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
0.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
0.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
0.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
0.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
0.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
0.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
0.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
0.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
0.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
0.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
0.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
0.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
0.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
0.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
0.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
0.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
0.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
0.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
0.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
0.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
0.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
0.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
0.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
0.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
0.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
0.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
0.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
0.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
0.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
0.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
0.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
0.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
0.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
0.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
0.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
0.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
0.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
0.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
0.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
0.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 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.
H2AC7 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
180.6
Number of samples
207
Samples
Sample
Description
TPM
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
478.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
439.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
413.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
379.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
377.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
367.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
367.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
365.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
354.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
354.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
351.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
346.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
327.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
322.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
317.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
314.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
308.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
308.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
294.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
294.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
292.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
292.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
288.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
287.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
284.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
280.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
280.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
276.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
275.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
274.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
274.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
274.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
272.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
268.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
263.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
261.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
259.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
259.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
255.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
255.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
253.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
253.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
251.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
251.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
246.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
245.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
243.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
243.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
239.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
238.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
235.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
235.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
235.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
234.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
233.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
231.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
231.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
229.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
229.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
227.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
226.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
226.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
226.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
225.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
224.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
224.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
223.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
222.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
218.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
215.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
215.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
211.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
211.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
209.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
208.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
206.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
206.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
204.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
202.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
202.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
200.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
198.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
198.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
198.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
197.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
196.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
195.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
195.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
190.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
187.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
186.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
185.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
185.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
184.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
184.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
182.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
181.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
180.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
179.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
178.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
177.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
176.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
176.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
173.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
172.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
170.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
169.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
167.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
166.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
162.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
161.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
160.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
159.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
159.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
157.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
156.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
156.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
154.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
152.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
152.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
150.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
150.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
149.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
148.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
147.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
146.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
145.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
144.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
141.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
141.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
141.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
140.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
140.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
140.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
137.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
135.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
134.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
133.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
132.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
130.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
130.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
130.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
130.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
127.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
125.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
125.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
124.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
124.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
124.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
124.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
122.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
122.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
122.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
122.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
119.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
118.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
116.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
112.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
110.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
109.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
106.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
102.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
101.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
101.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
101.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
100.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
100.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
99.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
98.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
96.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
95.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
94.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
94.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
92.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
90.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
90.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
87.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
82.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
79.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
78.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
76.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
75.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
73.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
73.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
73.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
72.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
69.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
69.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
68.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
67.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
63.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
63.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
61.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
61.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
57.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
57.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
53.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
50.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
48.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
47.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
38.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
35.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
35.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
31.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
28.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
27.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
19.8
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
