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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.
IQANK1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
77.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
70.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
56.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
49.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
41.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
37.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
35.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
34.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
34.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
33.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
32.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
31.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
31.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
31.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
30.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
30.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
30.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
28.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
28.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
28.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
28.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
28.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
28.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
26.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
26.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
26.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
25.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
24.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
24.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
23.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
23.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
23.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
22.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
22.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
22.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
22.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
22.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
22.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
21.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
21.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
21.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
21.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
21.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
21.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
20.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
20.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
20.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
19.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
19.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
18.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
18.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
18.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
17.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
17.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
17.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
17.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
16.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
16.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
15.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
14.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
7.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
5.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 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.
IQANK1 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
19.2
Number of samples
486
Samples
Sample
Description
TPM
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
95.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
72.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
66.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
54.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
53.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
48.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
48.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
47.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
47.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
47.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
46.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
46.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
45.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
44.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
43.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
42.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
42.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
41.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
41.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
41.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
41.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
40.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
40.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
40.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
39.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
39.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
39.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
38.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
38.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
37.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
37.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
37.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
37.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
37.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
36.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
36.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
35.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
35.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
35.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
34.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
34.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
34.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
34.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
34.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
33.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
33.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
33.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
33.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
33.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
32.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
32.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
32.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
32.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
31.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
31.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
31.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
31.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
31.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
31.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
31.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
31.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
31.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
31.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
30.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
30.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
30.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
30.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
30.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
30.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
29.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
29.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
29.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
29.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
29.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
29.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
29.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
28.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
28.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
28.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
28.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
28.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
28.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
28.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
27.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
27.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
26.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
26.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
26.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
26.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
26.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
25.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
24.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
21.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
11.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
10.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
9.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
8.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
7.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
7.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
7.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
7.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
7.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
7.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
7.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
7.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
7.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
7.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
7.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
6.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
6.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
6.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
6.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
6.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
6.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
6.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
6.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
5.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
5.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
5.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
5.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
5.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
5.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
5.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
5.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
5.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
4.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
3.5
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.
IQANK1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
52.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
38.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
33.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
30.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
28.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
28.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
27.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
26.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
21.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
21.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
20.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
20.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
19.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
18.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
18.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
18.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
17.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
16.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
16.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
15.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
6.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 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.
IQANK1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.7
Number of samples
207
Samples
Sample
Description
TPM
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
74.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
69.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
47.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
45.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
43.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
42.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
41.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
41.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
35.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
35.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
34.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
34.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
33.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
32.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
32.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
32.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
31.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
31.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
31.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
31.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
29.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
28.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
28.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
28.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
28.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
27.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
27.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
26.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
25.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
25.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
24.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
23.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
22.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
20.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
10.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
8.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
8.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
7.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
7.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
7.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
6.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
6.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
6.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
5.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
5.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
5.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
5.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
4.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
4.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
4.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
4.2
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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.
The Human Protein Atlas project is funded
