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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.
NDUFA3 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
12.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
47.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
44.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
41.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
30.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
29.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
28.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
27.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
26.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
26.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
26.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
26.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
26.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
26.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
26.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
26.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
26.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
25.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
23.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
23.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
22.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
22.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
22.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
22.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
21.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
21.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
21.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
20.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
20.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
19.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
19.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
19.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
18.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
18.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
18.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
18.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
18.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
18.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
17.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
16.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
16.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
15.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
14.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
14.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
5.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
3.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
2.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 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.
NDUFA3 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.1
Number of samples
486
Samples
Sample
Description
TPM
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
55.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
37.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
36.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
35.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
34.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
33.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
33.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
32.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
32.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
32.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
32.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
32.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
31.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
31.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
31.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
30.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
29.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
29.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
29.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
29.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
29.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
29.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
28.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
28.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
28.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
28.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
27.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
27.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
27.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
26.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
26.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
26.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
26.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
26.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
25.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
25.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
25.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
24.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
24.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
24.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
21.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
11.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
9.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
9.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
8.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
8.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
8.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
8.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
8.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
8.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
8.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
7.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
7.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
7.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
7.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
7.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
7.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
7.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
7.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
7.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
7.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
6.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
6.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
6.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
6.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
6.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
6.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
5.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
5.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
5.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
5.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
5.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
5.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
5.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
5.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
5.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
5.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
4.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
4.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
3.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
2.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
NDUFA3 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
13.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
219.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
62.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
33.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
27.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
25.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
19.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
18.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
12.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 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.
NDUFA3 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
17.8
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
69.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
33.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
32.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
29.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
29.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
29.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
29.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
28.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
27.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
27.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
27.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
27.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
27.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
26.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
26.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
26.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
26.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
25.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
25.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
23.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
23.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
23.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
23.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
9.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
8.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
7.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
7.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
6.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
6.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
5.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
4.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
4.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
1.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.9
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.8
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.7
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.7
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.7
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.7
8cc7e656-0152-4359-8566-0581c3
Tumor
0.7
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.7
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.6
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.6
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.6
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.5
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.5
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.6
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.6
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.6
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.6
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.6
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.7
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.7
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.7
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.7
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.8
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.8
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.8
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.8
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.9
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.9
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.9
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-1.4
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
