We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
HECTD4 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
2.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
6.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
5.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
4.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
4.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
3.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
3.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
3.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
3.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
3.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
3.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
3.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
2.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
2.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
2.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
2.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
2.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
2.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
2.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
2.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
2.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
2.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
2.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
2.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
2.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
2.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
2.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
1.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
1.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
1.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
1.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
1.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
1.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
1.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
1.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
1.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
1.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
1.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
0.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
0.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 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.
HECTD4 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
14.4
Number of samples
486
Samples
Sample
Description
TPM
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
38.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
32.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
30.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
27.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
23.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
23.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
8.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
7.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HECTD4 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
2.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
4.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
4.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
3.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
3.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
3.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
2.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
2.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
2.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
2.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
1.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
1.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
1.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
1.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
1.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
1.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
1.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
0.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
0.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HECTD4 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
14.3
Number of samples
207
Samples
Sample
Description
TPM
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
9.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.5
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
1.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.7
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.7
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.7
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.6
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.6
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.6
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.6
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.6
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.5
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
0.5
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.5
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.5
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.5
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.6
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.6
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.6
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.7
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.8
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.8
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.8
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.8
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.9
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.9
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.9
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-1.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-1.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-1.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-1.5
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
