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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.
ZNF37A is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
5.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
4.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
3.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
3.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
3.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
3.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
3.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
3.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
3.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
2.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
2.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
2.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
2.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
2.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
2.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
1.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
1.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF37A 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
11.3
Number of samples
486
Samples
Sample
Description
TPM
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
27.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
22.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
12.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
10.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
9.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
9.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
9.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
9.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
9.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
9.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
8.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
8.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
8.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
8.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
8.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
8.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
8.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
8.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
8.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
8.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
8.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
8.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
8.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
8.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
8.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
7.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
7.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
7.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
7.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
7.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
7.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
7.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
7.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
7.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
7.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
6.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
6.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
6.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
6.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
6.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
5.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
4.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF37A 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
3.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
3.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF37A 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
11.5
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
92.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
12.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
10.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
10.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
9.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
9.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
8.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
8.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
8.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
8.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
8.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
7.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
7.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
7.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
7.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
6.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
6.0
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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
