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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FNIP1 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
5.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
38.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
25.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
23.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
2.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
1.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 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.
FNIP1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.0
Number of samples
486
Samples
Sample
Description
TPM
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
44.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
40.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
38.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
36.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
35.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
35.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
34.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
33.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
33.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
33.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
33.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
33.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
32.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
32.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
32.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
32.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
32.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
32.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
31.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
31.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
31.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
31.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
31.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
31.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
31.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
30.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
30.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
30.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
30.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
30.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
30.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
30.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
29.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
29.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
29.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
29.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
29.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
28.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
28.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
28.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
28.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
27.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
27.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
27.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
27.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
27.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
26.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
26.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
26.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
26.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
26.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
26.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
25.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
25.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
25.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
24.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
24.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
24.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
24.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
23.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
23.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
23.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
23.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
23.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
22.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
22.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
22.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
21.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
21.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
19.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
FNIP1 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
5.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
5.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FNIP1 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
20.1
Number of samples
207
Samples
Sample
Description
TPM
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
36.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
33.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
33.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
32.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
31.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
31.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
30.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
30.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
30.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
29.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
28.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
28.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
28.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
28.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
27.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
27.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
27.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
27.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
26.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
26.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
26.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
26.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
26.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
25.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
25.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
25.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
24.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
24.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
21.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
