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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.
H3C1 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-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
139.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
131.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
114.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
90.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
61.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
54.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
1.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
0.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
0.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
0.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
0.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
0.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
0.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
0.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
0.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
0.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
0.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
0.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
0.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
0.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
0.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
0.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
0.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
0.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
0.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
0.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
0.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
0.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
0.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
0.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
0.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
0.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
0.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
0.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
0.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
0.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
0.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
0.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
0.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
0.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
0.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
0.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
0.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
0.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
0.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
0.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
0.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
0.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
0.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
0.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
0.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
0.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
0.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
0.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
0.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
0.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
0.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
0.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
0.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
0.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
0.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
0.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
0.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
0.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
0.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
0.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
0.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
0.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
0.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
0.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
0.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
0.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
0.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
0.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
0.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
0.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
0.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
0.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
0.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
0.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
0.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
0.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
0.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
0.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
0.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
0.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
0.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
0.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
0.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
0.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
0.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
0.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
0.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
0.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
0.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
0.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
0.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
0.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
0.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
0.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
0.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
0.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
0.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
0.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
0.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
0.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
0.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
0.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
0.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
0.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
0.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
0.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
0.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
0.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
0.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
0.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
0.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
0.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
0.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
0.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 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-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
0.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
0.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
0.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
0.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
0.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
0.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
0.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
0.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
0.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
0.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
0.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
0.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
0.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
0.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 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-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
0.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
0.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
0.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
0.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
0.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
0.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
0.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
0.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
0.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
0.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
0.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
0.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
0.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
0.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
0.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
0.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
0.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
0.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
0.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
0.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
0.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
0.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
0.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
0.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
0.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
0.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
0.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
0.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
0.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
0.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
0.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
0.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 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.
H3C1 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
71.3
Number of samples
486
Samples
Sample
Description
TPM
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
288.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
263.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
263.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
228.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
221.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
218.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
211.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
207.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
196.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
194.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
191.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
190.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
190.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
186.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
186.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
178.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
176.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
172.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
169.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
167.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
166.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
165.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
164.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
163.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
162.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
161.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
160.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
152.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
151.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
150.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
150.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
148.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
147.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
145.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
145.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
144.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
141.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
141.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
140.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
140.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
139.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
139.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
138.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
137.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
137.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
137.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
134.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
134.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
133.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
131.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
130.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
129.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
128.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
128.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
127.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
125.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
125.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
125.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
125.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
125.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
124.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
124.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
122.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
120.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
118.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
117.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
117.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
116.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
116.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
115.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
115.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
114.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
114.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
114.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
112.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
110.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
109.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
108.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
108.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
107.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
106.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
106.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
106.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
106.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
105.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
104.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
104.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
103.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
103.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
103.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
101.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
101.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
100.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
100.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
100.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
100.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
99.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
99.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
99.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
98.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
97.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
97.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
97.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
96.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
96.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
96.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
96.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
95.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
95.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
95.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
95.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
94.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
94.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
94.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
93.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
93.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
93.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
93.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
92.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
91.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
91.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
91.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
91.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
91.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
91.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
90.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
89.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
89.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
89.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
89.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
88.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
88.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
88.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
88.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
88.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
88.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
88.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
87.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
87.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
86.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
86.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
86.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
86.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
86.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
86.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
85.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
85.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
85.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
84.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
84.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
84.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
84.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
84.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
84.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
83.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
83.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
83.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
83.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
82.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
82.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
82.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
81.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
81.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
81.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
81.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
80.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
79.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
79.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
79.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
78.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
78.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
78.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
77.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
77.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
77.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
77.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
76.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
76.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
75.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
75.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
75.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
75.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
74.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
74.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
74.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
73.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
73.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
73.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
73.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
73.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
72.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
72.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
72.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
71.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
71.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
71.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
71.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
70.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
70.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
70.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
70.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
69.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
69.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
69.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
69.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
68.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
68.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
68.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
68.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
67.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
67.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
66.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
66.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
66.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
66.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
66.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
66.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
65.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
65.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
65.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
65.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
65.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
64.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
64.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
64.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
63.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
63.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
63.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
63.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
63.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
63.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
63.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
63.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
63.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
62.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
62.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
62.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
61.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
61.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
60.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
60.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
60.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
60.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
60.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
60.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
60.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
60.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
60.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
59.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
59.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
59.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
59.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
58.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
58.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
58.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
58.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
58.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
58.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
58.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
58.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
58.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
58.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
57.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
57.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
57.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
57.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
57.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
57.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
56.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
56.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
56.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
56.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
56.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
56.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
56.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
55.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
55.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
55.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
55.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
54.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
54.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
54.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
54.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
54.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
54.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
54.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
54.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
54.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
53.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
53.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
53.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
53.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
52.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
52.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
51.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
51.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
51.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
51.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
50.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
50.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
50.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
50.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
50.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
50.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
50.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
50.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
50.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
50.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
50.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
50.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
50.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
50.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
49.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
49.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
49.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
49.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
49.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
49.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
48.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
48.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
48.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
48.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
47.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
47.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
47.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
47.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
46.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
46.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
46.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
45.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
45.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
45.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
45.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
45.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
45.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
45.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
44.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
44.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
43.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
43.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
43.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
43.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
43.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
43.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
43.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
43.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
43.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
43.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
42.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
42.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
42.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
42.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
42.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
42.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
41.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
41.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
41.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
41.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
40.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
40.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
40.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
40.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
40.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
40.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
40.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
39.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
39.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
38.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
38.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
38.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
38.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
38.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
38.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
38.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
38.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
38.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
37.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
37.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
37.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
36.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
36.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
36.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
36.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
36.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
35.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
35.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
35.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
35.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
35.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
34.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
34.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
34.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
33.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
33.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
33.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
33.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
33.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
32.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
32.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
32.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
31.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
31.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
31.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
31.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
31.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
31.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
31.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
31.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
30.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
30.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
30.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
30.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
29.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
29.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
29.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
29.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
29.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
29.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
29.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
29.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
28.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
28.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
28.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
28.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
28.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
28.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
28.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
27.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
26.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
26.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
25.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
25.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
24.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
24.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
23.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
22.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
4.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
3.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
Survival analysis data not available.
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
0.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
0.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
0.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
0.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
0.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
0.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
0.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
0.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
0.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
0.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
0.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
0.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
0.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
0.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
0.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
0.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
0.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
0.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
0.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
0.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
0.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
0.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
0.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
0.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
0.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
0.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
0.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
0.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
0.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
0.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
0.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
0.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
0.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
0.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
0.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
0.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
0.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
0.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
0.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
0.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
0.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
0.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
0.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
0.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
0.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
0.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
0.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
0.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 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-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
0.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
0.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
0.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
0.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
0.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
0.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
0.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
0.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
0.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
0.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
0.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
0.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
0.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
0.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
0.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
0.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
0.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
H3C1 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
49.6
Number of samples
207
Samples
Sample
Description
TPM
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
239.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
184.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
166.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
143.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
134.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
133.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
132.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
120.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
110.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
107.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
105.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
100.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
100.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
98.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
96.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
96.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
94.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
91.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
90.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
88.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
87.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
87.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
85.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
85.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
85.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
84.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
82.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
82.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
82.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
82.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
80.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
80.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
79.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
78.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
78.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
77.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
77.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
77.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
76.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
73.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
73.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
72.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
71.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
71.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
71.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
70.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
68.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
67.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
67.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
67.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
67.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
66.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
66.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
65.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
65.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
64.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
63.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
62.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
61.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
60.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
59.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
58.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
57.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
56.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
56.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
56.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
56.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
55.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
54.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
54.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
54.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
53.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
53.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
53.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
53.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
52.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
50.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
49.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
48.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
48.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
48.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
47.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
47.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
47.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
47.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
47.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
47.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
46.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
46.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
46.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
45.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
45.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
45.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
45.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
45.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
45.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
44.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
44.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
44.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
44.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
43.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
43.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
43.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
42.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
42.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
42.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
42.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
41.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
41.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
40.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
40.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
40.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
39.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
38.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
38.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
38.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
37.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
37.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
36.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
36.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
36.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
36.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
36.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
35.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
35.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
35.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
35.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
35.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
34.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
34.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
34.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
33.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
33.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
33.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
33.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
33.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
33.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
32.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
32.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
31.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
31.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
31.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
30.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
30.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
30.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
29.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
29.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
29.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
29.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
28.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
28.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
27.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
27.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
26.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
26.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
26.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
25.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
25.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
24.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
23.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
23.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
21.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
20.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
5.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
2.9
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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.