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.
INPP4B 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
5.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
48.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
42.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
18.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
5.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
4.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
2.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
2.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
2.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
2.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
2.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
1.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
1.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
1.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
0.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
INPP4B 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
18.9
Number of samples
486
Samples
Sample
Description
TPM
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
104.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
102.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
75.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
65.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
61.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
56.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
55.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
51.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
49.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
48.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
44.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
44.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
43.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
43.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
43.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
43.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
42.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
41.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
40.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
38.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
37.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
37.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
36.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
36.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
36.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
36.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
35.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
35.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
35.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
35.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
34.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
33.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
33.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
32.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
32.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
32.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
32.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
32.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
32.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
32.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
32.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
32.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
32.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
31.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
31.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
31.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
31.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
31.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
31.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
31.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
30.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
30.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
30.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
29.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
29.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
29.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
28.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
28.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
28.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
28.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
28.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
28.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
28.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
27.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
27.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
27.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
27.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
26.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
26.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
26.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
26.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
26.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
26.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
26.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
25.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
25.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
25.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
25.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
25.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
24.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
24.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
23.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
22.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
22.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
22.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
9.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
9.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
9.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
9.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
9.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
8.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
8.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
8.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
8.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
8.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
8.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
8.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
8.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
7.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
7.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
7.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
7.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
7.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
7.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
7.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
7.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
7.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
7.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
6.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
6.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
6.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
5.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
5.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
4.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
4.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
3.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
INPP4B 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
4.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
5.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
4.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
3.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
1.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
1.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
INPP4B is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.5
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
57.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
47.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
44.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
43.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
40.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
39.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
39.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
39.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
37.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
35.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
34.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
32.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
31.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
31.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
30.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
30.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
30.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
28.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
28.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
28.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
27.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
26.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
26.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
24.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
9.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
9.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
9.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
7.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
4.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
4.8
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
1.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
1.1
b2400046-1d25-429d-a821-6040a6
Tumor
1.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
1.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.9
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.9
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.9
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.9
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.9
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.9
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.8
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.7
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
0.5
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.5
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.5
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.6
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.6
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.6
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.7
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.7
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.8
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.9
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-1.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
