We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RFX7 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
3.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
6.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
5.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
4.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
4.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
3.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
3.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
3.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
3.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
2.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
2.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
2.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
2.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
2.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
2.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
2.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
2.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
1.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
1.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
1.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
1.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
1.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
1.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
1.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
1.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RFX7 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.2
Number of samples
486
Samples
Sample
Description
TPM
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
42.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
30.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
28.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
26.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
25.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
23.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
22.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
21.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
20.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
9.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
9.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
8.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
8.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
8.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
8.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
7.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
7.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
7.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
7.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
6.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
6.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
5.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
5.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
5.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
4.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
RFX7 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-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
5.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
2.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
2.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
1.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
1.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.5
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.
RFX7 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
14.0
Number of samples
207
Samples
Sample
Description
TPM
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
29.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
26.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
8.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.4
Show allShow less
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
