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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.
PAXIP1 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
7.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
16.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
8.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
5.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
3.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 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.
PAXIP1 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
12.7
Number of samples
486
Samples
Sample
Description
TPM
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
25.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
9.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
9.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
8.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
8.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
8.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
8.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
8.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
7.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
7.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
7.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
7.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
7.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
7.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
7.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
7.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
7.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
7.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
7.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
6.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
6.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
6.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
6.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
6.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
6.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
6.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
6.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
6.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
6.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
5.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
5.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
5.5
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.
PAXIP1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
7.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
20.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.2
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.
PAXIP1 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
11.7
Number of samples
207
Samples
Sample
Description
TPM
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
19.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
10.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
9.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
9.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
9.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
8.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
7.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
7.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
7.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
7.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
6.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
6.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
6.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
5.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
5.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
4.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.8
43192517-085e-450e-9481-0a6713_D3
Tumor
0.7
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.6
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.6
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.6
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.5
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.6
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.7
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.9
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-1.2
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_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
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
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
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_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
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
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
c1b66358-d103-493c-b8ec-92c43b_D1
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
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
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
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
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
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
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
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
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_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
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
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
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
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_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
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
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
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_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
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
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
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
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
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_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
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
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
