We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
KANSL1 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
4.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
8.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
3.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
2.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
1.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
1.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
1.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
1.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
1.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
1.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
1.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
1.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
1.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
1.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
1.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
1.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
1.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
1.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
1.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
1.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
1.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
1.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
0.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
0.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
0.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
0.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
0.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
0.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
0.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
0.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
0.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
0.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
0.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
0.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
0.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
0.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
0.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
0.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
0.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
0.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
0.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
0.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
0.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
0.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
0.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
0.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
0.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
0.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 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.
KANSL1 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
21.8
Number of samples
486
Samples
Sample
Description
TPM
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
52.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
51.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
46.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
45.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
45.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
43.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
41.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
40.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
40.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
39.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
38.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
38.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
37.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
37.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
37.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
37.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
37.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
37.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
37.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
37.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
36.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
36.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
36.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
36.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
36.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
36.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
35.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
35.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
35.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
34.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
34.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
34.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
34.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
34.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
33.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
33.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
33.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
33.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
33.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
33.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
33.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
32.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
32.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
32.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
32.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
32.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
32.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
32.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
31.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
31.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
31.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
31.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
31.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
31.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
31.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
31.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
31.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
31.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
31.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
30.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
30.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
30.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
30.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
30.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
30.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
30.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
30.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
30.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
30.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
29.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
29.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
29.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
29.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
29.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
29.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
29.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
29.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
28.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
28.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
28.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
28.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
28.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
28.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
28.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
28.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
28.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
28.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
27.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
27.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
27.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
27.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
27.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
27.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
27.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
27.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
27.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
26.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
26.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
26.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
26.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
26.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
26.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
26.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
26.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
26.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
26.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
25.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
25.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
25.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
25.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
25.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
25.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
25.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
25.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
25.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
25.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
25.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
25.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
25.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
25.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
24.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
24.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
24.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
24.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
24.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
24.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
24.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
23.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
22.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
9.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
9.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
8.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
7.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
7.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
7.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
6.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
5.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
5.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
5.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
4.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.8
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.
KANSL1 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
4.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
2.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 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-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
1.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
1.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
1.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
1.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
1.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
0.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
0.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
0.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
0.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
0.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
0.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
0.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
0.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
0.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
0.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KANSL1 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
21.7
Number of samples
207
Samples
Sample
Description
TPM
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
65.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
45.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
43.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
43.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
41.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
40.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
40.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
40.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
39.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
38.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
38.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
38.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
37.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
37.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
36.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
36.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
35.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
34.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
34.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
33.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
33.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
32.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
32.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
31.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
31.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
31.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
30.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
30.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
30.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
30.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
30.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
30.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
29.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
29.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
29.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
28.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
28.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
28.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
28.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
27.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
27.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
27.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
27.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
27.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
27.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
27.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
26.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
26.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
26.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
26.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
26.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
26.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
26.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
26.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
25.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
25.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
25.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
25.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
24.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
22.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
20.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
6.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
6.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
5.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
4.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
4.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
4.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
3.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
3.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.1
Show allShow less
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
