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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.
ARL17A is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
5.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
4.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
3.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
3.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
3.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
3.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
3.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
2.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
2.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
2.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
2.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
2.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
2.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
2.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
2.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
2.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
2.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
2.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
2.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
2.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
2.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
1.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
1.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
1.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
1.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
1.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
1.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
1.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
1.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
1.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
1.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
0.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ARL17A 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
13.9
Number of samples
486
Samples
Sample
Description
TPM
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
41.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
33.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
32.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
32.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
31.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
31.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
31.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
27.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
27.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
25.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
25.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
25.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
22.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
10.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
10.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
10.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
9.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
9.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
9.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
8.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
8.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
8.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
8.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
8.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
8.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
8.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
8.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
7.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
7.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
7.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
7.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
7.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
7.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
7.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
7.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
7.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
7.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
7.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
7.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
7.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
7.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
7.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
7.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
7.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
7.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
7.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
7.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
6.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
6.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
6.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
6.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
6.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
6.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
6.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
6.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
6.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
6.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
6.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
6.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
6.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
6.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
6.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
6.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
6.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
6.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
6.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
6.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
6.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
6.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
5.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
5.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
5.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
5.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
5.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
4.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
4.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
ARL17A is potential prognostic, high expression is favorable in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
3.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
3.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
2.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
2.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
2.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
2.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
2.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 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.
ARL17A 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
15.0
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
57.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
39.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
37.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
31.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
31.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
30.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
29.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
29.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
28.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
28.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
28.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
27.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
9.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
9.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
9.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
8.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
8.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
7.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
7.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
7.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
7.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
7.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
6.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
6.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
6.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
6.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
6.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
6.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
6.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
5.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
5.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
5.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
4.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
