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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.
HEXIM1 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
14.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
39.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
35.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
29.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
28.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
27.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
27.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
26.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
26.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
26.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
25.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
24.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
24.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
24.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
24.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
23.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
23.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
23.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
23.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
23.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
22.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
22.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
22.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
22.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
22.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
21.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
21.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
21.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
21.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
21.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
20.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
20.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
20.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
19.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
19.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
19.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
18.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
17.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
17.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
17.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
17.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
17.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
16.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
16.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
16.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
15.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
15.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
15.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
14.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
HEXIM1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.4
Number of samples
486
Samples
Sample
Description
TPM
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
50.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
45.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
44.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
42.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
40.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
38.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
36.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
36.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
36.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
35.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
34.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
34.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
33.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
33.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
33.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
33.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
32.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
32.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
32.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
32.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
32.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
32.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
31.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
31.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
31.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
31.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
31.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
31.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
31.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
31.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
31.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
30.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
30.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
30.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
30.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
30.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
30.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
30.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
30.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
30.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
30.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
29.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
29.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
29.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
29.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
29.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
29.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
29.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
29.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
29.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
28.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
28.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
28.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
28.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
28.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
28.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
28.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
28.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
28.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
27.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
27.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
27.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
27.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
27.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
26.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
26.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
26.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
26.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
26.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
26.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
26.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
26.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
26.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
26.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
26.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
25.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
25.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
25.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
25.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
25.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
24.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
24.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
24.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
24.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
23.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
23.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
18.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
HEXIM1 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
13.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
35.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
28.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
27.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
26.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
26.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
25.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
21.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
20.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
18.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
17.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
17.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HEXIM1 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
21.0
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
44.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
42.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
39.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
36.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
35.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
35.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
35.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
33.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
32.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
32.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
32.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
31.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
31.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
30.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
29.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
29.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
28.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
28.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
27.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
27.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
27.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
27.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
27.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
26.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
26.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
26.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
26.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
26.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
25.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
25.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
25.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
25.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
25.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
25.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
25.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
25.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
24.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
24.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
24.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
23.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
23.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
22.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
21.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
20.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
20.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a243b765-61ab-4aa6-88e1-226896_D2
Normal
1.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.9
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.7
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.7
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.7
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.6
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.6
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.6
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.5
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.5
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.5
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.5
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.4
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.6
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.7
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.7
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.7
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.9
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.9
8cc7e656-0152-4359-8566-0581c3
Tumor
-1.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-1.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-1.1
b2400046-1d25-429d-a821-6040a6
Tumor
-1.8
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
