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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
H2BC14 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
2.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
230.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
175.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
104.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
60.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
20.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
1.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
1.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
0.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
0.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
0.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
0.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
0.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
0.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
0.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
0.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
0.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
0.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
0.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
0.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
0.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
0.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
0.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
0.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
0.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
0.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
0.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
0.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
0.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
0.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
0.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
0.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
0.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
0.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
0.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
0.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
0.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
0.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
0.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
0.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
0.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
0.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
0.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
0.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
0.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
0.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
0.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
0.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
0.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
0.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
0.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
0.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
0.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
0.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
0.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
0.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
0.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
0.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
0.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
0.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
0.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
0.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
0.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
0.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
0.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
0.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
0.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
0.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
0.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
0.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
0.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
0.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
0.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
0.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
0.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
0.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
0.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
0.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
0.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
0.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
0.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
0.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
0.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
0.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
0.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
0.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
0.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
0.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
0.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
0.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
0.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
0.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
0.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
0.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
0.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
0.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
0.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
0.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
0.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
0.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
0.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
0.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
0.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
0.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
0.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
0.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
0.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
0.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
0.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
0.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
0.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
0.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
0.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 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-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
0.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
0.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
0.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
0.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
0.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
0.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
0.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
0.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
0.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
0.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
0.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 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-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
0.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 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-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
0.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
0.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
0.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
0.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
0.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
0.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
0.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
0.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
0.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
0.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
0.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
0.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
0.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
0.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
0.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
0.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
0.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
0.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
0.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
0.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
0.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
0.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
0.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 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-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
0.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
0.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
0.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
0.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
0.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
0.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
0.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
0.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
0.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
0.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
0.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 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.
H2BC14 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
106.1
Number of samples
486
Samples
Sample
Description
TPM
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
598.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
566.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
461.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
432.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
428.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
419.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
404.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
397.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
383.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
374.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
371.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
368.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
348.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
323.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
321.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
311.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
307.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
295.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
290.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
290.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
285.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
285.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
284.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
266.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
261.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
261.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
254.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
252.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
252.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
251.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
232.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
229.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
228.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
224.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
224.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
217.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
216.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
212.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
211.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
209.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
208.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
208.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
207.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
206.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
206.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
204.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
203.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
202.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
202.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
201.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
201.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
195.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
195.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
193.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
192.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
190.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
189.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
189.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
187.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
186.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
185.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
185.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
185.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
185.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
185.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
182.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
181.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
180.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
180.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
178.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
177.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
176.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
175.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
174.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
173.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
173.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
170.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
169.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
167.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
167.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
164.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
164.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
163.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
163.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
162.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
162.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
161.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
161.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
160.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
159.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
159.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
158.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
158.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
158.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
158.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
157.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
156.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
156.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
155.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
155.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
154.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
153.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
152.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
151.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
151.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
151.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
150.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
150.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
150.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
149.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
145.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
145.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
144.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
143.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
143.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
142.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
142.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
141.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
140.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
139.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
137.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
136.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
136.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
136.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
136.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
135.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
135.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
134.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
134.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
133.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
133.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
133.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
132.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
131.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
129.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
129.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
129.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
128.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
128.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
127.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
124.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
123.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
122.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
122.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
121.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
121.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
121.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
120.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
119.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
118.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
118.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
117.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
117.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
117.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
117.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
116.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
116.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
115.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
115.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
115.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
114.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
114.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
114.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
113.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
112.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
112.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
112.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
111.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
109.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
108.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
108.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
108.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
108.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
106.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
105.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
105.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
105.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
105.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
104.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
104.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
104.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
103.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
103.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
103.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
103.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
101.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
100.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
100.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
100.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
99.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
99.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
99.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
99.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
99.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
98.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
98.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
97.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
97.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
97.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
97.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
97.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
97.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
96.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
96.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
96.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
95.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
95.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
95.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
94.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
94.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
94.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
93.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
93.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
92.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
92.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
91.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
91.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
91.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
91.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
91.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
90.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
90.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
89.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
88.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
88.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
88.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
88.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
88.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
88.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
87.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
87.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
86.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
86.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
86.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
84.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
84.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
84.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
84.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
84.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
84.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
84.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
84.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
83.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
83.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
83.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
82.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
82.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
81.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
81.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
81.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
81.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
81.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
81.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
81.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
81.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
81.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
80.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
80.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
80.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
79.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
79.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
79.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
79.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
78.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
78.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
78.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
77.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
77.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
77.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
77.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
76.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
76.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
75.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
75.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
75.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
75.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
75.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
75.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
75.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
74.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
73.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
72.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
72.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
72.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
72.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
71.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
71.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
71.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
71.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
70.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
70.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
70.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
70.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
69.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
69.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
69.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
68.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
68.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
67.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
66.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
66.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
65.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
65.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
65.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
64.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
64.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
63.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
63.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
63.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
62.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
62.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
62.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
61.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
61.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
61.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
60.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
60.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
60.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
60.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
60.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
59.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
59.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
58.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
58.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
58.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
58.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
58.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
58.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
57.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
57.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
57.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
56.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
56.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
56.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
56.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
55.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
55.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
55.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
55.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
55.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
55.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
54.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
54.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
54.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
54.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
54.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
53.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
53.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
53.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
52.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
52.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
52.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
51.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
51.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
51.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
51.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
51.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
50.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
50.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
50.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
50.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
50.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
49.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
49.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
48.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
48.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
48.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
48.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
47.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
47.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
47.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
47.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
47.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
47.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
46.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
46.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
46.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
46.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
46.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
45.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
45.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
45.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
45.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
44.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
44.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
44.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
44.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
44.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
43.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
43.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
43.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
43.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
43.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
43.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
43.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
42.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
42.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
42.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
42.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
42.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
42.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
41.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
41.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
41.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
41.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
40.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
40.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
40.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
40.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
40.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
39.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
39.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
39.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
38.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
38.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
38.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
38.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
38.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
38.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
38.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
38.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
38.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
37.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
37.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
37.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
37.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
37.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
37.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
36.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
36.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
36.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
35.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
35.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
35.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
35.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
34.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
34.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
34.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
34.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
33.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
32.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
32.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
32.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
32.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
31.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
30.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
30.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
30.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
30.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
28.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
28.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
28.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
28.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
28.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
28.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
28.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
27.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
27.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
26.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
26.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
25.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
25.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
11.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.1
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
Survival analysis data not available.
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
0.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
0.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
0.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
0.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
0.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
0.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
0.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
0.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
0.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
0.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
0.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
0.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
0.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
0.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
0.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
0.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
0.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
0.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
0.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
0.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
0.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
0.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
0.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
0.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
0.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
0.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
0.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
0.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
0.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
0.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
0.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
0.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
0.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
0.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
0.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
0.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
0.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
0.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
0.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
0.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
0.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
0.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
0.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
0.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
0.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
0.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
0.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
0.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
0.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
0.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
0.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
0.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
0.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
0.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
0.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
0.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
0.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
0.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
0.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
0.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
0.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
0.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
0.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
0.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
0.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
0.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 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.
H2BC14 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
68.9
Number of samples
207
Samples
Sample
Description
TPM
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
332.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
331.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
269.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
267.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
263.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
208.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
202.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
198.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
191.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
191.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
182.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
176.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
169.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
168.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
168.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
164.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
158.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
148.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
147.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
146.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
143.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
141.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
141.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
139.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
130.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
129.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
128.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
128.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
128.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
125.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
124.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
119.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
118.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
116.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
115.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
113.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
108.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
106.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
99.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
99.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
98.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
98.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
98.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
95.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
91.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
91.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
89.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
89.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
89.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
88.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
86.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
85.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
84.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
83.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
83.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
82.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
81.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
81.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
81.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
80.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
76.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
75.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
75.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
74.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
74.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
74.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
73.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
73.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
72.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
72.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
71.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
70.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
70.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
69.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
68.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
67.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
67.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
66.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
66.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
66.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
65.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
63.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
62.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
62.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
61.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
61.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
60.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
60.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
59.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
59.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
58.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
56.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
56.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
56.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
55.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
55.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
54.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
53.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
53.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
53.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
53.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
53.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
53.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
53.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
53.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
51.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
51.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
51.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
51.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
50.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
49.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
48.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
46.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
46.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
44.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
42.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
42.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
42.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
41.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
41.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
41.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
41.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
40.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
40.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
40.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
40.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
39.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
39.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
39.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
38.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
38.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
37.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
37.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
37.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
37.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
37.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
37.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
37.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
37.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
37.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
36.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
36.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
36.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
34.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
34.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
34.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
34.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
34.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
34.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
34.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
34.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
33.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
33.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
32.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
32.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
32.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
32.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
31.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
31.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
31.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
31.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
30.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
30.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
30.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
29.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
29.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
29.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
28.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
28.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
28.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
28.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
28.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
28.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
26.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
26.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
25.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
24.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
24.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
22.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
21.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
6.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
6.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
5.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
1.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
