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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.
HARS1 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
37.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
71.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
62.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
59.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
58.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
58.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
58.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
57.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
56.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
55.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
55.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
55.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
55.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
55.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
54.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
54.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
54.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
52.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
52.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
51.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
50.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
50.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
50.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
49.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
49.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
49.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
48.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
48.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
48.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
48.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
47.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
47.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
47.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
47.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
47.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
47.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
47.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
46.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
46.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
46.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
46.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
46.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
46.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
46.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
46.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
46.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
45.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
45.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
45.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
45.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
45.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
45.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
45.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
45.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
45.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
44.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
44.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
44.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
44.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
44.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
44.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
44.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
43.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
43.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
43.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
43.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
43.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
43.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
43.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
43.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
43.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
43.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
43.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
43.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
42.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
42.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
42.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
42.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
42.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
42.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
42.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
42.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
42.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
42.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
42.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
41.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
41.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
41.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
41.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
41.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
41.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
41.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
40.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
40.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
40.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
40.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
40.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
40.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
39.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
39.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
39.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
39.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
39.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
39.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
39.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
39.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
39.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
39.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
39.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
38.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
38.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
38.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
38.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
38.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
38.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
38.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
38.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
38.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
38.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
38.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
38.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
38.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
38.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
38.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
38.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
37.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
37.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
37.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
37.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
37.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
37.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
37.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
37.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
37.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
37.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
37.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
36.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
36.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
36.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
36.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
36.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
36.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
36.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
36.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
36.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
36.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
36.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
36.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
36.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
35.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
35.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
35.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
35.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
35.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
34.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
34.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
34.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
34.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
34.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
34.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
34.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
34.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
34.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
33.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
33.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
33.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
33.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
33.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
33.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
33.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
33.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
33.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
33.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
33.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
33.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
33.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
33.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
33.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
33.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
32.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
32.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
32.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
32.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
32.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
32.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
32.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
32.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
32.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
31.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
31.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
31.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
31.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
31.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
31.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
31.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
30.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
30.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
30.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
30.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
30.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
30.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
30.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
30.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
30.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
29.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
29.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
29.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
29.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
29.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
29.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
29.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
29.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
28.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
28.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
28.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
28.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
28.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
28.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
28.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
28.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
28.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
28.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
28.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
28.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
27.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
27.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
27.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
27.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
27.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
27.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
27.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
26.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
26.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
26.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
26.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
25.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
25.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
25.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
25.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
25.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
25.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
25.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
24.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
24.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
24.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
24.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
24.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
23.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
23.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
22.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
19.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
18.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
17.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 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.
HARS1 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
22.6
Number of samples
486
Samples
Sample
Description
TPM
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
66.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
49.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
40.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
39.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
39.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
38.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
37.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
37.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
37.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
37.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
37.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
37.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
37.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
36.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
36.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
35.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
35.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
35.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
34.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
34.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
34.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
34.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
34.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
34.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
33.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
33.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
33.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
33.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
33.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
33.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
33.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
33.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
33.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
33.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
32.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
32.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
32.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
32.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
32.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
31.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
31.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
31.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
31.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
31.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
31.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
31.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
31.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
31.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
31.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
31.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
31.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
31.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
31.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
31.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
30.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
30.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
30.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
30.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
30.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
30.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
30.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
30.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
30.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
29.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
29.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
29.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
29.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
29.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
29.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
29.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
29.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
29.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
28.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
28.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
28.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
28.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
28.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
28.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
28.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
28.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
28.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
28.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
28.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
28.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
28.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
28.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
28.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
28.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
27.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
27.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
27.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
27.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
27.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
27.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
27.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
27.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
27.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
27.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
27.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
27.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
27.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
27.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
27.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
27.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
26.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
26.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
26.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
26.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
26.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
26.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
26.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
26.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
26.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
26.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
26.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
26.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
26.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
25.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
25.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
25.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
25.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
25.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
25.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
25.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
25.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
25.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
25.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
24.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
24.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
24.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
24.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
24.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
23.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
7.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
6.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
5.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
5.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HARS1 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
36.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
61.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
60.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
56.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
55.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
54.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
53.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
53.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
49.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
47.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
47.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
47.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
47.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
46.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
46.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
45.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
45.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
44.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
44.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
44.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
44.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
43.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
42.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
42.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
42.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
42.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
41.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
41.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
41.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
40.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
40.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
40.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
40.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
39.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
39.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
38.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
38.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
37.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
37.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
36.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
36.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
36.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
36.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
36.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
36.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
35.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
35.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
35.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
34.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
34.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
34.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
34.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
33.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
33.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
33.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
33.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
33.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
32.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
32.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
32.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
32.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
32.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
32.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
32.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
31.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
31.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
31.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
31.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
30.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
30.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
29.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
29.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
28.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
27.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
27.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
27.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
26.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
25.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
24.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
23.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
22.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
21.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
20.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
19.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
19.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
17.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 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.
HARS1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.5
Number of samples
207
Samples
Sample
Description
TPM
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
38.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
37.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
35.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
34.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
32.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
32.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
32.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
32.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
32.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
31.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
31.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
31.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
30.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
30.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
30.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
30.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
29.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
29.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
29.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
29.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
29.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
29.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
28.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
27.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
27.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
27.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
27.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
27.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
27.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
27.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
27.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
26.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
25.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
25.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
25.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
25.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
25.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
24.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
24.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
23.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
23.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
23.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
22.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
21.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
12.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
