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.
TNRC6B 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
3.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
34.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
32.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
23.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
20.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
4.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
3.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
3.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
3.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
3.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
3.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
3.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
3.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
3.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
3.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
3.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
3.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
2.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
2.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
2.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
2.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
2.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
2.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
2.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
2.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
2.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
2.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
2.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
2.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
2.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
2.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
2.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
2.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
2.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
2.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
2.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
2.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
2.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
1.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
1.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
1.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
1.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
1.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
1.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
1.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
1.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
1.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
1.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
1.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
1.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
1.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
1.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
1.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
1.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TNRC6B 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
30.7
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
66.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
58.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
55.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
55.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
55.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
55.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
53.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
52.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
52.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
50.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
50.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
50.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
50.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
49.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
49.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
49.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
48.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
47.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
47.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
46.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
45.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
45.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
45.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
45.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
44.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
44.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
44.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
44.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
43.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
43.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
43.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
43.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
43.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
43.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
42.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
42.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
42.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
42.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
41.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
41.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
41.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
41.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
41.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
41.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
41.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
41.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
41.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
41.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
41.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
40.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
40.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
40.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
40.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
40.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
40.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
39.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
39.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
39.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
39.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
39.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
39.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
39.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
39.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
39.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
38.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
38.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
38.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
38.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
38.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
38.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
38.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
38.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
38.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
38.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
38.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
38.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
38.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
38.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
37.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
37.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
37.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
37.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
37.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
37.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
37.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
37.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
37.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
37.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
37.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
37.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
37.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
36.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
36.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
36.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
36.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
36.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
36.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
36.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
36.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
36.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
36.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
36.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
36.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
35.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
35.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
35.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
35.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
35.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
35.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
35.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
35.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
35.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
35.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
35.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
35.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
35.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
35.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
35.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
35.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
35.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
35.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
35.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
34.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
34.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
34.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
34.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
34.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
34.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
34.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
34.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
34.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
34.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
34.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
34.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
34.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
33.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
33.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
33.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
33.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
33.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
33.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
33.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
33.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
33.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
33.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
33.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
33.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
33.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
33.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
33.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
33.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
33.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
33.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
33.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
33.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
33.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
33.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
33.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
33.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
33.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
33.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
33.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
33.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
33.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
33.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
33.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
32.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
32.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
32.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
32.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
32.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
32.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
32.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
32.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
32.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
32.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
32.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
32.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
32.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
32.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
32.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
32.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
32.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
31.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
31.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
31.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
31.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
31.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
31.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
31.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
31.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
31.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
31.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
31.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
31.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
31.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
31.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
31.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
31.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
31.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
31.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
31.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
31.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
31.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
31.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
31.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
31.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
31.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
31.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
31.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
31.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
31.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
31.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
31.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
30.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
30.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
30.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
30.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
30.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
30.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
30.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
30.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
30.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
30.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
30.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
30.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
30.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
30.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
30.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
30.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
30.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
30.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
30.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
30.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
30.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
30.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
30.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
29.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
29.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
29.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
29.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
29.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
29.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
29.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
29.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
29.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
29.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
29.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
29.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
29.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
29.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
29.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
29.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
29.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
29.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
29.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
29.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
29.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
29.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
29.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
29.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
29.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
29.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
29.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
29.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
29.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
28.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
28.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
28.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
28.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
28.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
28.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
28.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
28.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
28.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
28.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
28.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
28.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
28.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
28.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
28.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
28.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
28.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
28.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
28.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
28.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
28.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
28.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
27.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
27.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
27.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
27.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
27.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
27.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
27.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
27.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
27.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
27.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
27.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
27.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
27.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
27.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
27.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
26.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
26.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
26.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
26.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
26.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
26.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
26.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
26.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
26.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
26.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
26.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
26.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
26.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
26.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
26.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
26.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
26.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
26.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
26.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
25.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
25.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
25.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
25.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
25.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
25.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
25.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
25.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
25.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
25.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
25.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
25.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
25.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
25.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
24.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
24.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
24.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
24.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
24.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
23.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
23.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
23.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
23.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
TNRC6B 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
2.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
3.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
3.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
3.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
3.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
2.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
2.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
2.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
2.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
2.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
2.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
2.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
2.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
2.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
1.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
1.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
1.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
1.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
1.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
1.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TNRC6B 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
27.1
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
63.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
51.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
50.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
46.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
46.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
45.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
44.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
41.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
40.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
39.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
39.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
39.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
39.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
38.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
38.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
37.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
37.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
37.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
37.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
36.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
36.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
36.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
36.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
35.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
35.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
35.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
35.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
35.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
34.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
34.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
34.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
34.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
33.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
33.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
33.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
33.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
33.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
33.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
33.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
33.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
32.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
32.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
31.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
31.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
31.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
31.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
31.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
31.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
31.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
31.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
31.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
31.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
31.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
30.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
30.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
30.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
30.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
30.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
30.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
30.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
30.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
29.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
29.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
29.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
29.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
29.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
29.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
29.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
29.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
28.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
28.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
28.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
28.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
27.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
27.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
27.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
27.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
27.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
27.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
27.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
27.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
27.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
26.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
26.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
26.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
25.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
25.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
25.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
25.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
25.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
25.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
25.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
25.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
25.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
25.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
25.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
24.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
24.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
24.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
24.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
24.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
23.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
23.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
23.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
23.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
22.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
21.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
18.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.6
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.9
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.8
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.7
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.7
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.7
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.7
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.6
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.6
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.6
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.6
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.6
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.6
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.7
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.7
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.7
b2400046-1d25-429d-a821-6040a6
Tumor
-0.8
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
