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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.
H2BC7 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
2.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
113.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
112.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
89.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
61.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
54.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
45.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
1.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
1.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
1.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
1.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
1.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
1.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
1.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
1.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
1.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
1.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
1.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
1.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
0.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
0.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
0.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
0.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
0.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
0.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
0.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
0.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
0.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
0.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
0.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
0.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
0.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
0.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
0.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
0.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
0.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
0.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
0.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
0.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
0.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
0.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
0.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
0.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
0.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
0.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
0.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
0.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
0.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
0.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
0.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
0.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
0.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
0.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
0.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
0.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
0.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
0.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
0.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
0.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
0.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
0.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
0.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
0.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
0.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
0.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
0.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
0.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
0.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
0.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
0.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
0.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
0.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
0.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
0.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
0.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
0.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
0.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
0.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
0.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
0.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
0.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
0.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
0.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
0.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
0.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
0.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
0.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
0.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
0.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
0.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
0.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
0.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
0.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
0.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
0.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
0.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
0.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
0.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
0.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
0.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
0.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
0.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
0.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
0.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
0.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
0.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
0.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
0.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
0.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
0.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
0.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
0.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
0.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
0.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
0.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
0.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
0.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
0.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
0.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
0.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
0.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
0.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
0.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
0.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
0.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
0.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
0.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
0.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
0.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
0.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
0.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
0.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
0.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
0.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
0.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
0.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
0.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
0.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
0.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
0.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
0.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
0.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
0.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
0.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
0.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
0.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
0.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
0.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
0.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
0.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
0.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
0.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
0.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
0.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
0.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
0.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
0.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
0.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
0.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
0.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
0.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
0.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
0.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
0.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 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.
H2BC7 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
80.8
Number of samples
486
Samples
Sample
Description
TPM
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
353.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
221.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
192.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
189.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
188.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
183.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
181.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
181.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
177.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
174.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
174.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
170.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
159.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
157.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
157.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
155.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
155.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
154.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
154.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
153.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
151.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
150.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
149.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
149.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
149.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
147.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
144.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
144.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
143.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
142.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
142.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
141.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
141.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
140.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
140.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
139.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
136.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
136.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
135.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
135.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
135.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
134.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
133.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
133.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
133.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
132.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
132.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
131.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
131.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
129.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
128.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
128.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
128.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
127.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
127.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
127.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
127.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
126.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
125.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
125.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
125.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
124.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
124.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
124.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
122.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
122.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
121.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
121.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
120.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
120.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
120.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
119.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
119.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
119.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
119.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
119.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
118.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
116.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
116.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
115.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
115.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
115.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
114.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
114.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
113.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
112.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
112.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
112.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
112.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
111.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
111.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
111.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
110.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
110.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
110.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
109.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
109.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
108.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
108.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
107.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
106.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
106.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
106.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
105.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
104.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
104.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
104.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
103.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
103.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
103.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
103.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
103.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
103.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
103.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
103.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
103.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
102.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
102.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
102.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
101.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
101.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
100.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
100.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
99.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
99.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
99.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
98.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
98.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
98.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
97.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
97.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
97.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
97.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
96.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
96.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
96.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
96.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
96.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
95.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
95.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
95.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
95.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
94.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
94.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
94.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
94.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
94.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
93.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
93.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
93.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
93.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
92.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
92.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
92.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
92.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
92.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
92.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
92.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
92.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
91.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
91.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
91.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
91.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
91.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
91.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
90.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
90.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
90.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
90.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
89.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
89.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
89.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
89.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
89.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
88.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
88.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
88.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
88.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
88.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
88.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
88.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
88.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
87.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
87.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
87.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
87.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
86.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
86.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
85.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
85.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
85.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
85.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
85.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
85.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
84.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
84.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
83.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
83.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
83.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
83.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
83.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
83.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
83.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
82.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
82.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
82.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
81.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
81.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
80.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
80.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
80.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
80.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
80.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
80.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
79.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
79.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
79.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
78.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
78.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
78.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
78.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
78.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
78.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
78.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
77.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
77.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
77.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
76.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
76.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
76.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
75.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
75.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
75.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
75.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
75.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
75.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
74.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
74.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
74.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
74.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
74.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
74.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
74.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
74.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
73.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
73.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
73.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
73.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
73.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
73.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
72.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
72.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
72.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
72.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
72.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
72.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
72.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
71.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
71.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
71.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
71.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
71.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
71.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
71.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
71.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
71.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
70.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
70.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
70.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
70.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
70.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
69.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
69.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
69.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
69.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
69.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
69.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
69.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
69.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
69.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
68.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
68.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
68.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
68.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
67.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
67.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
67.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
67.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
67.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
66.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
66.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
66.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
66.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
66.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
66.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
66.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
66.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
65.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
65.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
65.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
65.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
65.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
65.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
64.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
64.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
64.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
64.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
64.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
64.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
63.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
63.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
63.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
63.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
63.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
62.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
62.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
62.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
62.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
61.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
61.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
61.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
61.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
61.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
60.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
60.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
60.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
60.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
60.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
59.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
59.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
59.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
59.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
59.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
58.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
58.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
58.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
58.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
58.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
58.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
58.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
57.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
57.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
57.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
57.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
57.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
57.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
57.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
57.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
57.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
56.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
56.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
56.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
56.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
56.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
55.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
55.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
55.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
55.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
54.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
54.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
54.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
54.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
54.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
54.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
54.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
54.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
53.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
53.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
53.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
53.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
53.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
53.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
53.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
53.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
53.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
53.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
53.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
52.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
52.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
52.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
52.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
52.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
51.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
51.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
51.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
51.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
50.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
49.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
49.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
49.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
48.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
48.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
48.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
48.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
48.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
48.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
48.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
48.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
47.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
47.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
47.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
47.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
47.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
47.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
46.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
46.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
46.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
46.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
46.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
46.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
45.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
45.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
45.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
45.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
44.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
44.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
44.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
43.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
43.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
43.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
43.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
42.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
42.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
42.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
42.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
42.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
42.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
42.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
42.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
41.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
41.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
41.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
41.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
40.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
40.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
40.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
40.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
40.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
40.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
40.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
39.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
39.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
39.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
39.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
39.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
39.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
38.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
38.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
38.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
37.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
37.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
37.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
36.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
36.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
36.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
36.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
36.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
36.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
36.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
36.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
35.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
35.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
34.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
33.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
33.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
33.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
32.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
31.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
29.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
28.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
25.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
Survival analysis data not available.
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
0.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
1.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
1.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
1.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
1.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
1.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
0.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
0.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
0.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
0.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
0.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
0.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
0.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
0.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
0.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
0.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
0.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
0.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
0.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
0.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
0.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
0.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
0.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
0.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
0.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
0.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
0.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
0.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
0.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
0.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
0.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
0.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
0.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
0.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
0.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
0.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
0.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
0.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
0.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
0.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
0.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
0.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
0.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
0.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
0.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
0.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
0.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
0.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
0.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
0.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
0.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
0.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
0.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
0.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
0.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
0.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
0.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
0.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
0.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
0.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
0.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
0.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
0.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
0.0
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.
H2BC7 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
74.8
Number of samples
207
Samples
Sample
Description
TPM
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
176.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
176.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
169.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
168.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
157.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
157.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
147.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
145.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
144.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
140.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
136.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
135.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
135.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
134.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
133.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
132.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
131.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
130.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
129.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
127.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
125.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
124.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
124.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
123.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
122.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
121.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
121.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
120.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
118.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
118.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
117.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
116.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
115.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
115.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
114.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
113.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
112.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
112.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
112.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
112.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
111.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
110.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
108.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
107.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
107.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
106.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
106.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
103.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
103.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
103.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
103.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
101.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
101.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
100.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
100.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
99.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
99.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
99.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
98.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
96.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
95.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
94.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
93.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
93.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
93.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
92.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
91.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
91.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
91.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
90.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
88.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
88.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
88.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
88.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
88.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
86.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
85.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
85.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
85.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
84.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
83.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
82.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
82.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
81.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
80.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
80.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
79.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
78.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
78.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
78.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
77.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
75.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
75.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
74.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
73.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
73.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
73.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
73.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
73.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
73.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
72.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
71.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
70.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
70.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
69.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
68.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
68.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
67.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
67.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
66.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
66.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
64.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
64.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
62.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
62.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
61.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
61.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
61.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
61.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
61.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
60.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
60.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
60.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
60.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
60.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
60.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
60.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
59.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
59.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
58.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
58.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
58.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
57.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
57.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
57.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
56.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
56.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
55.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
54.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
53.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
53.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
51.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
51.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
50.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
50.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
50.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
50.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
49.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
49.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
48.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
48.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
48.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
46.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
45.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
44.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
44.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
43.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
43.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
43.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
43.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
42.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
42.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
42.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
42.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
42.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
42.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
41.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
41.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
41.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
40.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
40.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
40.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
39.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
38.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
38.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
37.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
36.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
36.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
35.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
33.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
31.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
31.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
30.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
27.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
27.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
27.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
26.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
26.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
26.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
20.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
