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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.
EXPH5 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
2.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
5.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
3.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
3.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
3.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
2.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
2.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
2.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
2.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
2.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
2.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
2.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
2.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
2.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
2.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
2.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
2.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
2.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
2.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
2.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
2.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
2.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
2.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
2.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
2.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
2.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
2.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
2.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
2.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
2.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
1.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
1.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
1.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
1.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
1.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
1.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
1.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
1.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
1.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
1.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
1.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
1.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
1.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
1.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
1.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
1.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
1.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
1.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
1.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
1.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
1.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
1.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
1.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
1.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
1.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
1.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
1.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
1.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
1.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
1.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
1.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
1.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
1.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
1.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
1.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
1.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
1.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
1.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
1.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
1.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
1.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
1.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
1.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
1.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
1.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
0.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
0.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
0.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
0.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
0.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
0.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
0.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
0.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
0.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
0.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
0.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
0.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
0.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 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.
EXPH5 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
20.9
Number of samples
486
Samples
Sample
Description
TPM
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
66.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
62.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
58.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
57.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
56.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
53.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
52.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
50.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
49.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
48.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
47.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
46.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
46.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
46.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
45.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
45.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
44.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
44.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
42.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
41.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
41.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
40.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
40.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
39.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
39.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
39.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
38.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
38.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
37.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
37.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
36.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
36.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
36.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
36.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
36.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
36.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
36.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
35.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
35.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
35.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
34.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
34.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
34.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
34.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
34.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
33.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
33.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
33.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
33.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
33.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
33.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
33.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
33.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
32.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
32.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
32.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
32.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
32.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
32.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
32.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
31.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
31.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
31.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
31.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
31.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
30.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
30.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
30.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
30.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
30.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
30.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
30.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
30.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
30.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
30.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
30.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
29.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
29.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
29.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
29.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
29.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
29.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
29.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
29.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
29.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
29.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
29.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
29.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
29.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
28.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
28.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
28.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
28.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
28.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
27.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
27.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
27.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
27.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
27.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
27.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
27.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
26.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
26.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
26.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
26.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
26.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
26.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
26.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
25.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
25.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
25.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
25.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
25.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
24.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
24.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
23.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
23.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
23.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
9.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
9.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
8.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
8.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
8.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
8.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
8.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
7.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
7.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
7.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
6.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
6.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
6.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
5.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
5.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
5.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
5.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
4.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
3.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
EXPH5 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
2.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
3.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
2.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
2.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
2.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
2.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
2.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
2.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
1.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
1.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
1.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
1.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
1.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
1.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
1.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
1.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
1.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
1.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
1.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
1.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
1.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
1.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
1.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
0.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
0.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
0.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
0.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
0.6
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.
EXPH5 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
18.5
Number of samples
207
Samples
Sample
Description
TPM
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
45.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
44.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
43.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
43.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
41.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
40.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
40.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
38.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
37.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
37.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
36.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
35.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
34.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
33.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
33.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
31.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
31.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
31.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
30.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
29.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
28.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
28.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
27.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
27.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
26.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
26.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
26.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
25.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
25.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
24.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
24.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
24.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
23.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
23.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
22.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
21.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
15.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
9.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
7.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
7.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
5.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
4.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
4.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
3.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
3.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
3.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
2.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
