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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.
KANSL1L is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
51.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
4.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
4.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
4.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
3.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
3.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
3.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
3.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
3.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
3.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
3.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
3.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
3.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
3.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
2.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
2.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
2.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
2.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
2.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
2.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
2.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
1.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
1.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
1.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
1.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
1.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
1.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.4
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.
KANSL1L 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
13.5
Number of samples
486
Samples
Sample
Description
TPM
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
61.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
41.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
37.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
36.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
34.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
34.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
34.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
30.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
30.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
30.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
29.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
29.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
24.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
23.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
17.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
9.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
9.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
9.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
9.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
8.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
8.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
8.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
8.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
8.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
8.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
8.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
8.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
8.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
8.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
8.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
8.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
7.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
7.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
7.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
7.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
7.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
7.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
7.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
7.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
7.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
7.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
7.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
7.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
7.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
7.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
7.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
6.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
6.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
6.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
6.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
6.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
5.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
5.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
5.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
5.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
5.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
5.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
5.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
5.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
5.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
5.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
5.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
4.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KANSL1L 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
3.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
4.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
3.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
2.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
1.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
1.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.3
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.
KANSL1L 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
13.3
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
42.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
35.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
31.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
29.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
25.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
9.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
9.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
9.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
9.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
8.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
7.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
7.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
7.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
7.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
7.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
6.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
6.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
6.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
6.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
5.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
5.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
5.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
5.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
