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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.
ARAP2 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
26.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
4.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
4.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
3.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
3.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
3.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
3.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
3.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
3.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
3.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
3.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
2.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
2.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
2.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
2.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
2.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
2.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
2.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
2.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
2.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
2.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
2.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
2.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
2.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
2.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
2.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
2.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
1.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
1.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
1.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
1.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
1.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
1.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
1.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
1.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
1.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
1.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
1.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
1.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
1.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 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.
ARAP2 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
21.5
Number of samples
486
Samples
Sample
Description
TPM
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
56.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
52.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
50.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
46.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
45.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
43.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
42.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
41.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
41.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
40.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
40.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
40.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
40.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
39.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
39.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
38.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
38.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
38.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
38.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
37.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
37.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
37.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
37.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
37.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
37.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
37.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
36.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
36.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
36.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
35.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
34.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
33.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
33.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
33.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
33.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
33.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
33.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
33.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
33.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
33.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
32.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
32.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
32.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
32.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
32.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
31.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
31.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
31.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
31.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
31.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
31.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
31.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
30.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
30.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
30.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
30.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
30.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
30.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
29.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
29.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
29.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
29.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
29.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
29.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
29.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
29.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
28.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
28.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
28.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
28.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
28.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
28.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
28.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
28.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
28.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
28.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
27.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
27.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
27.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
26.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
26.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
26.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
26.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
26.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
26.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
26.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
26.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
26.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
26.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
25.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
25.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
25.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
25.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
25.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
25.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
25.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
25.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
25.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
25.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
24.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
24.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
24.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
24.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
24.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
23.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
23.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
23.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
23.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
22.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
22.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
10.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
6.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
4.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
ARAP2 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
2.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
3.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
3.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
3.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
2.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
2.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
2.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
2.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
2.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
2.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
1.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
1.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
1.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
1.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ARAP2 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
19.3
Number of samples
207
Samples
Sample
Description
TPM
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
56.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
46.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
42.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
39.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
39.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
38.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
37.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
36.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
33.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
33.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
33.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
32.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
31.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
31.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
30.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
30.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
30.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
29.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
28.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
28.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
28.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
28.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
27.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
27.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
27.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
27.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
26.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
25.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
25.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
25.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
24.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
23.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
23.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
22.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
