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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.
H2BC18 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
164.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
158.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
125.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
91.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
64.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
40.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
3.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
2.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
2.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
2.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
2.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
2.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
1.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
1.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
1.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
1.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
1.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
1.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
1.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
1.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
1.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
1.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
1.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
1.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
1.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
1.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
1.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
1.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
1.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
1.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
1.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
1.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
1.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
1.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
1.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
1.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
1.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
1.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
1.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
0.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
0.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
0.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
0.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
0.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
0.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
0.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
0.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
0.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
0.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
0.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
0.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
0.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
0.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
0.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
0.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
0.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
0.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
0.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
0.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
0.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
0.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
0.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
0.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
0.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
0.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
0.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
0.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
0.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
0.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
0.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
0.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
0.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
0.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
0.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
0.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
0.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
0.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
0.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
0.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
0.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
0.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
0.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
0.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
0.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
0.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
0.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
0.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
0.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
0.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
0.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
0.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
0.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
0.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
0.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
0.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
0.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
0.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
0.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
0.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
0.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
0.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
0.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
0.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
0.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
0.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
0.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
0.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
0.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
0.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
0.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
0.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
0.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
0.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
0.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
0.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
0.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
0.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
0.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
0.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
0.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
0.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
0.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
0.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
0.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
0.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
0.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
0.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
0.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
0.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
0.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
0.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
0.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
0.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
0.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
0.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
0.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
0.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
0.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
0.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
0.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
0.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
0.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
0.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
0.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
0.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
0.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
0.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
0.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
0.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
0.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
0.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
0.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
0.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
0.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
0.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
0.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
0.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 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.
H2BC18 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
84.5
Number of samples
486
Samples
Sample
Description
TPM
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
292.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
266.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
254.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
254.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
250.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
203.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
198.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
195.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
194.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
194.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
185.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
179.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
179.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
178.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
176.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
173.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
172.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
171.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
171.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
164.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
163.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
162.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
160.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
159.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
158.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
158.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
157.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
156.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
155.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
154.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
153.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
149.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
149.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
148.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
146.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
145.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
145.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
145.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
145.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
144.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
143.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
143.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
142.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
141.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
140.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
140.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
139.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
139.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
138.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
138.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
137.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
137.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
137.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
135.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
133.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
133.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
131.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
130.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
130.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
129.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
129.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
129.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
128.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
128.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
128.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
128.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
128.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
127.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
127.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
127.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
127.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
126.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
126.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
125.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
125.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
124.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
124.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
124.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
124.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
123.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
123.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
123.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
123.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
122.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
122.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
121.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
120.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
120.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
120.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
119.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
118.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
117.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
117.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
117.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
117.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
117.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
116.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
116.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
116.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
116.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
115.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
114.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
114.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
113.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
113.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
113.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
112.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
111.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
110.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
110.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
109.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
109.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
109.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
108.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
108.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
108.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
108.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
107.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
106.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
106.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
105.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
105.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
105.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
104.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
104.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
104.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
104.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
103.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
103.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
103.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
102.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
102.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
102.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
102.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
101.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
101.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
100.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
100.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
100.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
99.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
99.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
99.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
99.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
98.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
98.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
97.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
97.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
97.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
97.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
96.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
96.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
96.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
96.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
95.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
95.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
95.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
95.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
95.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
95.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
94.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
94.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
94.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
94.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
93.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
93.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
93.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
93.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
93.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
92.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
92.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
92.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
91.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
91.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
91.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
91.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
90.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
90.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
89.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
88.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
88.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
88.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
88.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
88.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
87.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
86.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
86.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
86.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
86.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
86.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
86.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
86.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
85.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
85.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
85.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
84.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
84.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
84.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
84.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
84.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
84.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
84.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
83.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
83.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
83.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
83.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
82.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
82.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
82.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
82.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
82.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
81.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
81.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
81.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
81.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
81.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
81.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
81.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
81.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
80.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
80.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
80.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
80.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
80.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
79.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
79.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
79.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
79.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
79.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
79.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
79.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
78.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
78.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
78.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
78.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
78.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
77.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
77.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
77.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
76.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
76.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
76.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
76.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
76.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
76.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
76.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
76.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
75.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
75.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
75.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
75.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
75.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
75.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
75.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
74.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
74.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
74.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
74.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
73.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
73.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
72.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
72.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
72.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
72.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
72.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
72.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
72.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
71.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
71.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
71.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
71.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
71.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
71.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
71.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
71.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
70.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
70.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
70.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
70.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
69.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
69.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
69.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
69.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
69.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
69.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
69.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
68.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
68.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
68.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
68.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
68.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
68.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
68.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
68.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
67.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
67.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
67.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
66.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
66.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
66.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
66.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
66.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
65.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
65.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
65.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
65.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
65.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
64.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
64.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
64.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
64.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
64.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
64.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
64.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
63.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
63.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
63.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
63.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
63.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
63.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
63.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
63.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
62.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
62.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
62.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
62.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
62.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
62.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
62.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
62.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
62.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
62.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
62.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
61.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
61.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
60.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
60.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
60.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
60.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
59.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
59.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
59.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
59.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
59.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
59.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
59.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
59.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
59.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
59.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
58.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
58.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
58.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
58.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
58.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
58.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
57.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
57.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
57.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
57.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
57.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
57.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
57.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
57.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
56.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
56.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
56.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
56.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
56.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
56.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
56.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
55.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
55.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
55.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
54.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
54.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
54.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
54.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
54.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
54.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
53.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
53.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
53.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
53.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
53.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
53.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
53.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
52.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
52.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
52.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
52.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
52.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
52.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
51.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
51.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
51.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
51.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
51.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
51.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
50.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
50.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
50.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
49.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
49.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
48.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
48.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
48.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
48.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
47.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
47.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
47.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
47.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
47.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
46.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
46.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
46.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
45.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
45.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
45.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
44.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
44.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
44.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
44.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
44.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
44.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
44.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
43.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
43.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
43.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
43.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
43.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
42.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
42.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
42.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
41.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
41.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
41.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
41.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
41.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
40.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
39.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
39.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
38.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
38.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
38.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
38.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
38.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
38.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
38.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
37.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
37.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
37.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
37.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
37.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
37.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
37.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
37.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
36.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
36.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
34.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
34.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
34.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
34.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
33.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
33.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
33.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
32.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
32.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
32.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
32.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
31.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
30.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
30.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
29.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
29.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
28.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
27.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
27.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
25.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
7.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
5.5
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.
H2BC18 is not prognostic in Rectum 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
1.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
2.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
1.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
1.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
1.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
1.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
1.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
1.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
1.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
1.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
1.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
1.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
1.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
1.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
1.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
1.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
1.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
0.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
0.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
0.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
0.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
0.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
0.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
0.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
0.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
0.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
0.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
0.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
0.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
0.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
0.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
0.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
0.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
0.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
0.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
0.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
0.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
0.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
0.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
0.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
0.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
0.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
0.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
0.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
0.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
0.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
0.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
0.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
0.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
0.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
0.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
0.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
0.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 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.
H2BC18 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
81.7
Number of samples
207
Samples
Sample
Description
TPM
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
235.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
215.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
190.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
189.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
189.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
184.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
183.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
180.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
178.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
175.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
174.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
172.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
170.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
167.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
166.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
165.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
164.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
157.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
156.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
153.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
150.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
148.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
148.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
140.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
140.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
138.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
130.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
129.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
129.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
125.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
122.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
120.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
119.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
118.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
118.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
117.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
115.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
115.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
115.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
114.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
114.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
113.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
113.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
112.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
111.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
109.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
109.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
109.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
108.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
107.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
107.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
103.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
103.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
100.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
100.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
99.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
99.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
96.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
96.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
96.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
96.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
95.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
94.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
92.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
92.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
91.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
90.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
90.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
89.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
88.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
88.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
86.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
86.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
85.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
85.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
85.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
85.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
84.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
84.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
82.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
82.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
82.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
81.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
81.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
81.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
81.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
80.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
79.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
79.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
79.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
78.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
78.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
78.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
78.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
78.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
77.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
77.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
77.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
75.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
74.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
73.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
72.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
72.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
72.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
72.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
72.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
71.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
71.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
70.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
70.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
69.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
69.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
69.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
69.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
68.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
68.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
68.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
67.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
67.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
67.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
66.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
65.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
65.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
65.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
64.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
64.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
63.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
63.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
62.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
62.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
61.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
60.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
60.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
60.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
59.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
59.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
59.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
59.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
58.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
58.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
58.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
58.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
58.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
58.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
57.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
56.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
56.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
56.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
56.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
54.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
54.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
53.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
53.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
53.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
52.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
51.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
49.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
49.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
48.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
48.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
47.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
47.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
47.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
46.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
46.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
45.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
45.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
45.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
45.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
45.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
45.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
45.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
44.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
43.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
42.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
41.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
40.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
38.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
37.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
36.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
35.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
34.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
33.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
32.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
32.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
32.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
32.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
31.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
31.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
31.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
31.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
30.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
30.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
28.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
26.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.2
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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.