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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.
KIAA1328 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
11.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
197.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
122.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
71.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
71.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
63.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
46.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
28.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
26.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
25.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
24.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
22.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
21.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
21.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
19.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
18.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
17.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
16.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
15.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
14.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KIAA1328 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
97.4
Number of samples
486
Samples
Sample
Description
TPM
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
273.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
250.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
247.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
237.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
230.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
224.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
206.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
204.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
201.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
198.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
197.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
194.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
193.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
191.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
187.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
185.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
180.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
178.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
178.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
175.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
174.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
171.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
163.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
163.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
163.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
162.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
162.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
162.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
161.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
160.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
160.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
159.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
157.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
157.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
155.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
155.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
153.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
152.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
152.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
151.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
151.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
150.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
149.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
148.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
148.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
148.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
147.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
146.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
146.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
144.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
144.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
143.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
143.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
141.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
141.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
140.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
140.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
139.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
138.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
137.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
137.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
136.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
136.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
135.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
134.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
134.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
133.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
131.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
131.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
130.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
130.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
130.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
130.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
130.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
129.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
129.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
128.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
128.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
127.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
127.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
127.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
126.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
126.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
125.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
125.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
125.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
125.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
124.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
124.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
124.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
123.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
123.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
123.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
122.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
122.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
121.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
121.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
121.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
120.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
120.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
119.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
119.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
118.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
118.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
117.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
117.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
117.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
117.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
117.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
117.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
117.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
116.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
116.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
116.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
116.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
116.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
116.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
115.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
115.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
115.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
115.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
114.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
114.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
114.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
114.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
113.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
112.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
112.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
112.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
112.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
110.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
110.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
110.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
110.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
109.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
109.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
109.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
109.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
109.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
108.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
108.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
108.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
108.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
108.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
107.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
107.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
107.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
107.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
107.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
106.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
106.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
106.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
106.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
106.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
105.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
105.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
105.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
105.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
105.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
105.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
105.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
105.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
104.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
104.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
104.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
104.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
103.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
103.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
103.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
103.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
103.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
102.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
102.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
102.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
102.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
101.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
101.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
101.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
101.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
101.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
101.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
101.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
101.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
101.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
101.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
100.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
100.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
100.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
100.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
99.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
99.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
99.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
99.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
99.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
99.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
99.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
98.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
98.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
98.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
97.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
97.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
97.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
97.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
97.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
97.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
97.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
96.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
96.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
96.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
96.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
96.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
96.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
96.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
95.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
95.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
95.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
95.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
95.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
95.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
94.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
94.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
94.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
94.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
93.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
93.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
93.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
93.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
92.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
92.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
91.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
91.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
91.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
91.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
90.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
90.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
90.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
90.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
90.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
90.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
90.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
90.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
89.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
89.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
89.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
88.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
88.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
88.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
88.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
88.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
88.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
88.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
87.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
87.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
87.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
87.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
87.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
87.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
87.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
87.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
87.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
87.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
87.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
86.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
86.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
86.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
86.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
86.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
86.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
85.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
85.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
85.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
84.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
84.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
84.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
84.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
84.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
84.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
84.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
84.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
84.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
84.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
83.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
83.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
83.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
83.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
83.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
83.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
83.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
83.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
83.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
83.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
82.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
82.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
82.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
82.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
82.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
82.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
81.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
81.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
81.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
81.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
81.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
81.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
81.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
81.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
81.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
81.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
81.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
81.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
81.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
81.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
81.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
80.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
80.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
80.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
80.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
80.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
80.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
80.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
80.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
80.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
80.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
80.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
80.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
79.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
79.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
79.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
79.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
79.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
78.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
78.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
78.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
78.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
78.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
78.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
78.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
78.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
78.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
78.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
78.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
77.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
77.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
77.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
77.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
76.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
76.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
76.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
76.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
76.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
75.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
75.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
75.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
75.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
75.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
75.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
75.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
74.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
74.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
74.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
74.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
74.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
74.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
74.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
74.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
74.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
74.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
74.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
73.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
73.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
73.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
73.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
73.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
73.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
73.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
73.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
73.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
73.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
72.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
72.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
71.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
71.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
71.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
71.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
71.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
71.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
71.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
70.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
70.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
70.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
69.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
69.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
69.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
69.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
69.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
69.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
69.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
69.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
68.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
68.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
68.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
67.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
67.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
67.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
67.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
67.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
66.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
66.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
66.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
66.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
66.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
66.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
66.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
65.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
65.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
65.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
65.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
64.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
64.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
64.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
64.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
64.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
63.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
63.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
63.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
63.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
63.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
62.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
62.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
61.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
61.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
61.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
60.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
60.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
60.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
60.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
60.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
59.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
59.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
58.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
58.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
57.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
57.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
57.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
56.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
56.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
55.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
55.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
55.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
55.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
55.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
54.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
54.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
54.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
53.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
53.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
53.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
53.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
53.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
52.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
51.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
51.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
51.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
50.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
50.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
50.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
50.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
50.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
49.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
48.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
47.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
47.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
46.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
46.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
46.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
45.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
45.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
44.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
44.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
44.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
44.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
41.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
35.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
35.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
33.5
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.
KIAA1328 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
25.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
22.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
22.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
14.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 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.
KIAA1328 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
103.8
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2070.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
229.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
205.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
203.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
198.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
183.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
173.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
169.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
168.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
153.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
152.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
146.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
145.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
145.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
133.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
132.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
131.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
130.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
126.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
126.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
125.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
124.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
123.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
123.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
121.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
120.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
120.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
119.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
119.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
118.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
118.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
118.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
117.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
117.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
117.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
117.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
117.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
116.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
115.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
115.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
115.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
115.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
115.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
112.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
112.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
112.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
112.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
112.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
112.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
111.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
111.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
111.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
111.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
110.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
109.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
109.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
108.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
107.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
107.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
106.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
106.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
105.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
104.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
103.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
103.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
102.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
102.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
102.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
102.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
102.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
101.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
101.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
101.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
101.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
101.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
100.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
100.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
100.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
100.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
99.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
99.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
98.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
98.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
97.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
97.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
97.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
96.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
96.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
95.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
95.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
94.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
94.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
94.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
94.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
94.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
94.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
93.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
93.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
92.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
92.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
92.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
92.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
91.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
91.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
91.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
91.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
91.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
91.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
91.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
90.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
90.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
90.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
89.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
89.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
87.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
87.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
86.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
85.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
85.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
85.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
85.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
84.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
83.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
83.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
83.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
83.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
82.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
82.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
82.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
82.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
82.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
81.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
80.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
80.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
80.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
79.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
79.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
79.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
78.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
78.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
78.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
78.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
78.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
77.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
76.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
76.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
75.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
75.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
75.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
74.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
74.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
74.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
73.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
73.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
72.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
72.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
72.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
72.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
72.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
72.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
71.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
71.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
71.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
71.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
71.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
70.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
70.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
70.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
70.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
69.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
69.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
69.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
68.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
68.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
68.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
67.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
67.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
66.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
66.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
66.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
66.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
65.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
65.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
64.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
63.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
61.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
61.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
59.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
58.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
57.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
56.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
56.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
56.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
56.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
56.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
54.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
54.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
53.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
53.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
53.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
53.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
51.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
46.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
46.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
46.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
45.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
43.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
