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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.
NPIPB13 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
1.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
31.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
3.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
3.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
3.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
2.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
2.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
2.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
2.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
2.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
2.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
2.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
2.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
2.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
2.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
2.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
2.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
2.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
2.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
2.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
2.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
2.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
2.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
2.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
2.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
2.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
2.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
1.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
1.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
1.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
1.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
1.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
1.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
1.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
1.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
1.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
1.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
1.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
1.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
1.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
1.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
1.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
1.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
1.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
1.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
1.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
1.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
1.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
1.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
1.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
1.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
1.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
1.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
1.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
1.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
1.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
1.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
1.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
1.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
1.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
1.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
1.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
1.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
1.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
1.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
1.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
1.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
1.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
1.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
1.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
1.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
1.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
1.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
1.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
1.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
1.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
1.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
0.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
0.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
0.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
0.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
0.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
0.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
0.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
0.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
0.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
0.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
0.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
0.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
0.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
0.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
0.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
0.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
0.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
0.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
0.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
0.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
0.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
0.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
0.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
0.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
0.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
0.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
0.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
0.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
0.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
0.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
0.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
0.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
0.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
0.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
0.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
0.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
0.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
0.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
0.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
0.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
0.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
0.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
0.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
0.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
0.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
0.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
0.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 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.
NPIPB13 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.7
Number of samples
486
Samples
Sample
Description
TPM
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
48.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
46.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
44.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
40.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
40.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
39.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
37.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
36.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
33.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
33.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
33.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
32.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
32.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
32.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
32.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
32.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
31.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
31.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
31.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
31.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
30.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
30.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
30.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
29.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
29.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
29.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
29.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
29.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
29.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
29.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
28.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
27.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
26.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
26.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
26.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
26.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
26.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
26.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
25.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
25.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
25.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
24.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
24.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
24.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
22.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
11.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
10.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
9.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
9.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
9.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
9.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
9.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
9.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
9.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
9.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
8.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
8.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
8.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
8.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
8.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
8.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
8.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
8.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
8.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
8.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
8.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
8.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
8.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
8.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
7.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
7.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
7.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
7.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
7.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
7.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
7.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
7.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
7.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
6.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
6.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
6.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
6.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
6.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
6.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
6.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
6.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
6.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
6.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
6.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
6.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
6.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
6.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
6.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
6.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
6.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
6.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
5.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
5.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
5.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
5.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
5.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
5.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
5.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
5.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
5.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
5.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
5.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
5.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
5.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
5.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
5.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
4.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
4.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
4.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
4.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
4.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
4.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
4.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
3.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
3.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
3.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
3.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
3.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
2.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
2.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
2.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NPIPB13 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
1.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
3.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
3.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
3.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
2.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
2.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
1.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
1.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
1.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
1.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
1.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
1.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
1.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
1.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
1.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
1.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
1.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
1.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
1.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
1.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
1.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
1.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
1.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
0.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
0.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
0.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
0.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
0.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
0.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
0.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
0.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
0.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
0.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
0.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
0.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
0.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
0.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
0.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
0.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
0.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
0.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
0.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
0.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
0.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 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.
NPIPB13 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.6
Number of samples
207
Samples
Sample
Description
TPM
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
66.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
48.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
47.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
39.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
38.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
37.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
36.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
36.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
34.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
33.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
31.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
30.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
28.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
28.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
27.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
27.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
27.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
26.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
26.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
25.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
25.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
25.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
24.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
24.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
24.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
21.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
21.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
20.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
7.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
7.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
6.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
6.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
6.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
6.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
6.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
6.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
6.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
6.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
5.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
4.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
