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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.
DYNC2LI1 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
14.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
31.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
28.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
27.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
26.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
25.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
24.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
24.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
24.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
24.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
24.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
23.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
23.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
23.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
23.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
22.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
22.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
21.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
21.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
21.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
20.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
20.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
20.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
20.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
20.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
20.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
19.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
19.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
19.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
19.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
19.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
19.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
19.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
19.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
19.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
19.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
18.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
18.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
17.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
17.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
17.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
16.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
16.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
16.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
14.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
13.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
13.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 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.
DYNC2LI1 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
10.5
Number of samples
486
Samples
Sample
Description
TPM
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
10.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
9.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
9.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
9.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
9.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
9.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
9.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
9.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
9.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
9.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
9.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
8.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
8.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
8.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
8.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
8.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
8.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
8.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
8.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
8.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
8.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
8.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
8.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
8.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
8.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
8.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
8.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
7.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
7.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
7.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
7.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
7.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
7.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
7.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
7.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
7.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
7.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
7.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
7.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
7.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
7.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
7.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
7.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
7.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
7.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
7.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
7.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
7.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
7.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
7.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
7.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
6.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
6.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
6.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
6.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
6.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
6.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
6.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
6.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
6.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
6.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
6.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
6.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
6.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
6.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
6.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
6.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
6.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
6.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
6.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
6.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
5.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
5.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
5.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
5.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
5.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
5.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
5.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
5.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
5.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
5.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
5.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
5.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
4.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
4.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
4.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
4.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
4.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
3.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DYNC2LI1 is potential prognostic, high expression is favorable in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
32.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
28.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
25.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
22.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
22.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
21.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
21.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
20.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
19.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
19.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
18.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
17.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
17.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
16.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
15.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DYNC2LI1 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
10.3
Number of samples
207
Samples
Sample
Description
TPM
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
10.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
10.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
9.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
9.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
9.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
9.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
8.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
8.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
8.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
7.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
7.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
7.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
7.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
7.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
7.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
6.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
6.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
6.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
6.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
6.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
6.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
6.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
6.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
6.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
5.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
5.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
5.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
5.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
4.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
3.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
