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.
KIAA1755 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
28.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
26.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
4.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
3.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
3.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
3.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
3.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
2.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
2.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
2.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
2.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
2.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
2.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
1.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
1.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
1.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
1.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
1.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
1.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
1.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
1.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
1.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
1.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
1.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
1.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
1.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
1.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
1.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
0.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
0.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
0.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
0.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
0.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
0.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
0.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
0.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
0.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
0.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 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.
KIAA1755 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
16.2
Number of samples
486
Samples
Sample
Description
TPM
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
71.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
54.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
53.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
52.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
50.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
49.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
47.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
43.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
43.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
42.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
41.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
41.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
40.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
39.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
37.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
37.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
37.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
37.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
37.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
37.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
36.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
36.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
36.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
36.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
35.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
35.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
35.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
34.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
34.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
34.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
33.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
32.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
32.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
32.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
32.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
31.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
31.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
31.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
30.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
30.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
29.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
29.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
29.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
29.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
29.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
28.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
28.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
28.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
28.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
27.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
27.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
27.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
27.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
27.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
27.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
26.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
26.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
25.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
24.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
24.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
24.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
9.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
9.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
8.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
8.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
8.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
8.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
8.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
8.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
8.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
8.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
8.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
8.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
8.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
8.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
8.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
7.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
7.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
7.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
7.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
7.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
7.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
7.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
7.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
7.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
6.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
6.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
6.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
6.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
6.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
6.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
6.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
6.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
6.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
6.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
6.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
6.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
6.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
6.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
6.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
6.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
6.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
6.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
6.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
6.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
6.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
6.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
5.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
5.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
5.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
5.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
5.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
5.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
5.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
5.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
5.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
5.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
5.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
5.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
5.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
5.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
5.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
4.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
4.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
4.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
4.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
4.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
4.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
4.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
4.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
4.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
4.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
4.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
3.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
3.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
3.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
3.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
3.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
3.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
3.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
3.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
3.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
3.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
3.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
2.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
2.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
2.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
2.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
1.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
1.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
1.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
1.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
0.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
0.7
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.
KIAA1755 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
2.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
2.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
2.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
2.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
1.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
1.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
1.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
1.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
1.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
1.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
1.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
1.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
1.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
1.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
1.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
0.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 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.
KIAA1755 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
20.9
Number of samples
207
Samples
Sample
Description
TPM
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
149.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
66.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
65.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
55.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
53.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
52.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
50.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
48.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
46.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
45.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
45.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
43.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
43.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
42.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
41.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
39.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
39.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
39.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
38.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
37.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
37.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
36.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
36.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
36.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
36.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
35.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
35.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
34.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
34.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
34.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
34.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
33.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
33.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
33.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
32.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
32.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
32.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
32.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
32.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
31.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
31.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
31.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
31.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
30.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
30.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
29.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
29.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
29.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
29.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
28.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
27.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
27.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
26.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
25.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
25.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
25.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
25.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
25.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
24.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
23.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
22.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
19.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
8.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
7.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
7.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
6.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
6.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
6.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
6.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
6.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
5.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
5.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
5.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
4.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
4.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
4.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
4.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
3.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
3.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
3.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
2.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
1.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
1.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
1.4
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
