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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.
ARMC9 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
5.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
3.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
3.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
2.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
2.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 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.
ARMC9 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.4
Number of samples
486
Samples
Sample
Description
TPM
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
55.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
47.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
42.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
35.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
35.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
28.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
28.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
28.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
25.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
10.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
10.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
10.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
9.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
9.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
9.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
9.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
9.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
8.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
8.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
8.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
8.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
8.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
8.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
8.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
8.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
8.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
8.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
8.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
7.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
7.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
7.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
7.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
7.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
7.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
7.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
7.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
7.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
7.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
7.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
7.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
6.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
6.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
6.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
6.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
6.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
6.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
6.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
6.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
6.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
6.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
6.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
6.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
6.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
6.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
6.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
6.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
6.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
6.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
6.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
5.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
5.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
5.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
5.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
5.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
5.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
5.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
5.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
5.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
5.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
5.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
5.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
5.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
4.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
4.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
4.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
4.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
4.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
3.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
3.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ARMC9 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
1.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
1.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 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.
ARMC9 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
12.2
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
46.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
30.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
28.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
25.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
10.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
9.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
8.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
8.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
8.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
7.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
7.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
7.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
7.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
7.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
7.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
7.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
6.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
6.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
6.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
6.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
5.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
4.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
1.6
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
1.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
1.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
1.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
1.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
1.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
1.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.9
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.9
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.8
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.8
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.7
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.6
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.6
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.6
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.6
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.4
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.5
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.5
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.5
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.6
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.6
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.6
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.6
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.7
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.8
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-1.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-1.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-1.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_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
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
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
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
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
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
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
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
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
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
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_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
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
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_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
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
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
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
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
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
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
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
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
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
