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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.
MRPL55 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
49.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
106.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
95.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
92.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
89.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
85.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
85.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
85.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
81.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
81.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
80.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
79.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
77.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
74.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
74.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
73.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
73.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
73.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
72.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
72.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
71.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
71.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
70.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
69.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
68.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
68.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
68.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
68.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
68.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
67.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
67.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
67.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
67.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
67.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
67.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
66.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
65.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
65.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
64.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
64.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
64.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
63.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
63.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
63.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
63.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
63.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
63.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
63.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
63.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
62.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
62.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
61.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
61.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
61.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
61.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
61.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
61.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
61.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
60.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
60.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
60.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
59.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
59.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
59.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
58.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
58.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
58.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
58.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
58.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
58.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
58.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
57.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
57.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
57.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
57.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
57.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
57.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
57.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
56.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
56.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
56.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
56.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
56.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
55.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
54.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
54.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
54.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
54.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
53.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
53.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
53.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
53.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
53.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
53.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
53.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
52.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
52.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
51.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
51.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
51.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
51.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
50.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
49.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
49.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
49.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
49.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
49.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
49.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
49.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
49.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
49.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
49.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
48.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
48.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
48.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
48.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
48.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
48.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
48.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
48.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
48.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
48.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
48.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
47.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
47.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
46.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
46.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
46.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
46.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
46.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
46.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
46.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
45.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
45.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
45.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
45.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
45.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
45.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
44.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
44.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
44.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
44.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
44.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
44.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
44.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
44.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
44.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
44.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
43.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
43.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
43.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
43.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
43.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
43.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
43.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
42.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
42.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
42.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
42.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
42.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
42.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
42.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
42.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
42.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
42.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
42.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
41.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
41.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
41.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
41.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
41.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
41.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
41.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
41.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
40.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
40.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
40.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
40.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
40.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
40.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
40.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
40.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
40.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
40.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
39.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
39.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
39.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
39.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
39.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
39.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
39.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
38.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
38.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
38.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
38.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
38.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
38.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
38.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
38.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
38.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
37.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
37.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
37.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
37.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
36.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
36.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
36.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
36.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
36.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
36.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
36.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
36.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
35.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
35.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
35.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
35.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
35.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
35.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
35.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
34.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
34.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
34.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
34.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
34.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
34.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
34.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
34.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
33.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
33.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
33.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
33.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
32.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
32.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
32.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
32.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
32.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
31.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
31.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
31.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
31.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
30.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
29.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
29.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
29.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
28.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
28.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
28.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
28.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
27.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
26.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
26.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
25.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
25.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
MRPL55 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
21.5
Number of samples
486
Samples
Sample
Description
TPM
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
61.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
58.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
49.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
46.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
42.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
39.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
39.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
38.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
37.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
37.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
37.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
37.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
37.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
36.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
35.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
35.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
35.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
35.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
34.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
34.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
34.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
34.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
33.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
32.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
32.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
32.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
32.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
32.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
32.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
32.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
32.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
31.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
31.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
31.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
30.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
30.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
30.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
30.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
30.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
30.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
30.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
30.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
30.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
30.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
29.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
29.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
29.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
29.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
29.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
29.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
29.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
29.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
29.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
29.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
29.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
29.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
29.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
28.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
28.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
28.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
28.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
28.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
28.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
28.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
28.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
28.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
28.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
28.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
27.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
27.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
27.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
27.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
27.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
27.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
27.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
26.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
26.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
26.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
26.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
26.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
26.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
26.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
26.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
26.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
26.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
25.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
25.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
25.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
25.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
25.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
25.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
25.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
24.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
24.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
23.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
23.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
22.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
22.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
22.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
21.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
20.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
19.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
MRPL55 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
50.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
347.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
93.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
77.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
75.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
73.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
72.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
69.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
66.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
64.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
63.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
62.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
61.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
58.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
57.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
57.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
56.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
56.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
56.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
55.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
55.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
55.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
55.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
54.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
54.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
54.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
54.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
53.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
53.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
52.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
51.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
51.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
51.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
51.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
51.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
50.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
50.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
50.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
49.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
49.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
49.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
48.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
48.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
47.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
45.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
45.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
44.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
44.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
44.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
43.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
43.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
43.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
41.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
40.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
40.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
40.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
39.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
39.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
39.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
38.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
38.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
38.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
38.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
37.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
37.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
37.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
37.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
36.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
35.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
35.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
35.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
35.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
34.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
34.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
33.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
33.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
33.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
31.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
30.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
30.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
29.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
29.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
29.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
29.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
28.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
28.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
28.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
26.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 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.
MRPL55 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
18.3
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
59.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
45.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
41.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
41.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
33.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
32.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
30.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
28.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
28.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
26.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
26.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
25.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
25.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
25.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
25.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
24.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
22.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.8
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.7
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.7
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.6
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.6
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.5
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.5
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.5
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.5
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.5
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.6
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.7
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.7
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.7
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.7
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.8
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.9
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-1.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-1.1
b2400046-1d25-429d-a821-6040a6
Tumor
-2.1
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
