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.
KIAA2026 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-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
4.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
4.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
4.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
4.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
3.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
3.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
3.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
3.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
3.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
3.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
3.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
2.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
2.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
2.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
2.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
2.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
2.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
2.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
1.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
1.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KIAA2026 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
18.2
Number of samples
486
Samples
Sample
Description
TPM
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
36.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
33.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
32.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
29.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
29.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
28.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
27.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
27.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
27.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
27.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
26.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
26.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
26.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
26.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
25.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
24.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
24.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
23.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
23.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
23.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
21.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
21.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KIAA2026 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-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
4.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
4.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
2.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KIAA2026 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
18.2
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
33.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
32.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
32.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
31.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
30.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
29.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
25.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
25.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
25.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
24.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
24.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
8.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.4
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
