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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.
CHD9 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
2.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
24.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
5.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
4.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
4.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
3.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
3.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
3.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
3.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
3.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
3.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
2.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
2.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
2.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
2.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
2.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
2.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
2.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
2.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
2.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
2.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
2.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
2.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
2.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
2.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
2.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
2.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
2.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
2.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
2.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
2.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
2.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
1.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
1.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
1.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
1.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
1.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
1.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
1.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
1.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
1.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
1.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
1.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
1.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
1.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
1.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
1.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
1.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
1.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
1.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
1.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
1.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
1.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
1.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
1.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
1.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
1.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
1.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
1.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
1.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
1.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
1.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
1.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
1.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
1.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
1.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
1.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
1.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
1.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
CHD9 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
41.5
Number of samples
486
Samples
Sample
Description
TPM
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
87.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
75.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
72.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
72.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
72.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
72.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
68.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
68.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
67.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
66.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
65.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
64.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
64.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
64.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
62.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
60.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
60.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
60.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
59.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
59.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
59.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
58.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
57.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
57.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
57.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
57.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
56.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
56.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
56.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
56.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
55.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
55.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
55.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
55.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
55.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
55.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
55.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
55.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
55.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
55.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
55.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
54.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
54.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
54.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
54.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
54.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
54.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
53.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
53.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
53.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
53.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
53.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
53.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
53.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
53.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
53.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
53.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
53.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
53.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
52.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
52.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
52.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
52.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
52.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
52.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
52.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
52.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
51.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
51.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
51.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
51.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
51.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
51.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
51.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
51.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
51.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
50.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
50.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
50.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
50.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
50.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
50.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
50.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
50.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
50.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
50.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
50.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
50.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
50.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
50.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
50.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
49.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
49.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
49.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
49.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
49.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
49.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
49.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
48.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
48.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
48.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
48.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
48.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
48.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
48.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
48.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
48.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
48.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
48.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
48.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
48.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
48.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
48.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
48.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
48.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
48.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
48.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
48.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
48.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
48.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
48.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
48.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
48.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
48.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
47.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
47.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
47.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
47.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
47.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
47.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
47.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
47.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
47.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
47.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
47.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
47.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
47.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
47.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
47.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
47.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
47.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
47.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
47.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
47.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
47.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
46.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
46.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
46.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
46.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
46.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
46.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
46.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
46.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
46.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
46.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
46.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
46.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
46.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
46.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
46.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
46.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
46.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
45.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
45.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
45.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
45.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
45.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
45.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
45.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
45.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
45.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
45.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
44.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
44.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
44.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
44.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
44.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
44.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
44.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
44.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
44.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
44.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
44.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
44.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
44.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
44.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
44.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
44.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
44.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
44.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
44.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
44.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
44.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
44.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
44.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
44.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
44.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
44.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
44.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
44.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
44.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
43.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
43.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
43.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
43.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
43.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
43.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
43.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
43.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
43.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
43.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
43.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
43.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
43.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
43.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
43.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
43.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
43.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
43.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
42.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
42.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
42.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
42.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
42.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
42.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
42.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
42.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
42.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
42.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
42.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
42.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
41.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
41.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
41.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
41.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
41.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
41.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
41.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
41.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
41.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
41.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
41.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
41.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
41.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
41.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
41.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
41.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
41.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
41.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
41.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
40.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
40.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
40.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
40.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
40.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
40.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
40.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
40.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
40.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
40.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
40.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
40.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
40.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
40.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
40.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
40.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
39.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
39.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
39.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
39.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
39.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
39.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
39.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
39.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
39.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
39.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
39.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
39.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
38.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
38.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
38.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
38.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
38.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
38.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
38.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
38.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
38.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
38.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
38.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
38.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
38.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
38.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
38.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
38.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
38.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
38.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
38.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
38.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
37.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
37.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
37.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
37.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
37.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
37.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
37.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
37.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
37.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
37.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
37.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
37.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
37.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
37.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
37.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
37.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
37.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
37.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
37.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
37.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
37.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
37.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
37.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
37.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
36.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
36.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
36.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
36.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
36.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
36.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
36.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
36.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
36.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
36.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
36.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
36.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
36.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
35.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
35.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
35.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
35.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
35.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
35.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
35.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
35.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
35.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
35.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
35.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
35.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
35.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
35.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
35.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
35.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
35.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
35.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
35.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
35.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
35.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
35.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
35.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
35.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
35.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
35.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
34.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
34.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
34.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
34.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
34.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
34.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
34.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
34.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
34.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
34.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
34.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
34.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
34.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
34.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
34.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
34.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
34.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
33.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
33.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
33.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
33.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
33.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
33.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
33.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
33.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
33.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
33.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
33.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
33.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
33.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
33.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
33.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
32.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
32.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
32.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
32.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
32.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
32.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
32.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
32.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
32.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
32.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
32.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
32.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
32.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
31.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
31.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
31.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
31.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
31.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
31.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
31.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
30.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
30.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
30.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
30.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
30.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
30.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
30.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
30.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
30.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
30.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
30.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
30.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
30.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
29.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
29.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
29.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
29.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
29.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
29.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
29.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
29.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
29.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
29.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
28.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
28.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
28.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
28.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
28.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
28.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
28.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
28.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
28.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
28.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
28.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
28.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
28.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
27.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
27.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
27.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
27.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
26.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
26.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
26.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
26.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
26.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
26.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
24.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
CHD9 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
2.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
4.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
3.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
3.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
3.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
3.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
2.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
2.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
2.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
2.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
2.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
2.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
2.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
1.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
1.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
1.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
1.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
1.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
1.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
1.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
1.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
1.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
1.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
1.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
1.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
0.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 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.
CHD9 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
42.6
Number of samples
207
Samples
Sample
Description
TPM
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
196.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
92.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
68.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
66.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
65.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
64.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
63.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
62.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
61.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
61.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
61.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
59.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
59.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
57.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
56.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
56.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
55.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
54.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
54.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
54.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
53.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
53.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
53.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
52.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
52.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
52.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
52.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
52.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
52.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
52.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
52.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
52.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
51.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
51.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
51.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
51.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
51.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
51.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
51.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
50.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
50.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
50.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
50.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
50.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
50.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
50.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
50.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
50.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
49.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
49.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
49.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
49.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
48.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
48.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
48.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
48.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
48.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
47.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
47.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
47.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
47.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
47.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
46.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
46.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
46.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
46.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
46.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
46.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
45.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
45.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
45.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
45.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
45.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
45.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
45.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
44.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
44.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
44.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
44.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
44.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
44.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
43.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
43.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
43.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
43.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
43.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
42.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
42.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
42.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
42.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
42.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
42.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
42.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
42.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
42.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
42.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
42.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
41.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
41.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
41.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
41.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
40.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
40.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
40.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
40.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
40.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
40.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
40.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
40.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
40.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
40.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
40.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
40.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
39.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
39.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
39.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
39.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
39.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
39.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
39.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
39.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
39.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
39.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
38.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
38.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
38.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
38.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
38.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
38.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
38.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
38.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
38.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
38.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
37.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
37.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
37.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
37.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
37.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
37.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
37.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
37.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
36.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
36.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
36.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
36.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
36.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
36.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
36.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
36.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
36.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
36.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
35.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
35.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
35.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
35.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
35.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
35.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
35.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
35.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
35.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
34.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
34.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
33.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
33.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
33.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
32.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
32.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
32.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
31.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
31.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
31.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
31.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
31.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
31.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
31.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
31.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
30.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
30.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
30.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
30.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
30.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
30.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
30.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
30.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
30.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
29.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
29.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
29.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
29.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
28.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
28.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
28.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
27.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
27.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
26.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
25.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
25.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
25.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
23.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
20.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
