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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
QSER1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
21.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
7.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
5.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
2.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
2.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
2.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
1.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
1.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
1.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
1.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
0.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 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.
QSER1 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
17.5
Number of samples
486
Samples
Sample
Description
TPM
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
43.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
41.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
37.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
34.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
33.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
32.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
31.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
31.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
30.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
30.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
29.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
29.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
29.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
29.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
28.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
28.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
28.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
28.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
27.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
27.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
26.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
26.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
25.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
24.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
24.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
23.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
22.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
22.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
22.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
20.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
19.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
10.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
9.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
8.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
7.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
7.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
7.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
7.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
7.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
6.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
5.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
5.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
4.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
4.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
4.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
4.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
4.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
3.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
3.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
2.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
2.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
2.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
1.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.3
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.
QSER1 is potential prognostic, high expression is favorable in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
5.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
2.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
2.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
1.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.0
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.
QSER1 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
16.6
Number of samples
207
Samples
Sample
Description
TPM
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
43.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
35.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
34.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
29.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
29.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
28.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
28.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
28.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
28.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
26.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
24.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
23.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
8.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
6.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
5.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
5.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
5.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
4.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
2.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
2.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
