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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZFYVE16 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
3.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
8.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
5.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
3.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
3.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
2.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
2.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
2.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
1.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 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.
ZFYVE16 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
9.7
Number of samples
486
Samples
Sample
Description
TPM
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
12.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
11.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
10.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
10.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
9.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
9.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
9.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
9.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
9.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
9.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
9.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
8.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
8.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
8.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
8.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
8.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
8.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
8.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
8.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
8.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
8.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
8.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
8.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
8.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
8.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
8.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
8.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
7.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
7.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
7.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
7.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
7.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
7.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
7.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
7.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
7.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
7.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
7.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
7.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
7.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
7.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
7.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
7.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
7.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
7.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
7.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
7.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
7.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
7.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
7.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
7.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
7.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
7.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
7.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
7.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
7.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
6.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
6.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
6.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
6.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
6.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
6.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
6.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
6.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
6.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
6.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
6.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
6.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
6.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
6.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
6.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
6.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
6.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
6.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
6.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
6.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
5.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
5.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
5.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
5.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
5.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
5.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
5.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
5.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
5.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
5.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
5.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
4.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
4.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
4.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
4.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
4.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
4.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
3.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
3.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
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.
ZFYVE16 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
3.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
2.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZFYVE16 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
9.6
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
10.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
9.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
9.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
9.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
9.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
8.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
7.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
7.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
7.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
7.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
7.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
7.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
7.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
7.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
7.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
7.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
7.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
6.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
6.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
6.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
6.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
6.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
6.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
6.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
6.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
6.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
6.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
6.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
6.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
5.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
5.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
5.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
4.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
4.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
3.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
2.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
1.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.8
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.8
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.7
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.6
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.5
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.4
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.5
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.6
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.7
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.7
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.8
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.9
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-1.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
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
