We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MRPS7 is potential prognostic, high expression is favorable 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
64.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
178.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
142.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
119.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
110.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
109.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
109.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
108.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
106.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
106.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
106.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
103.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
101.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
99.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
97.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
95.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
95.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
93.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
93.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
92.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
92.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
91.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
91.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
91.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
90.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
89.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
88.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
88.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
87.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
87.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
87.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
86.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
86.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
85.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
85.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
84.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
83.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
82.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
81.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
81.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
80.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
80.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
80.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
80.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
80.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
80.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
79.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
79.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
79.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
78.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
77.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
77.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
77.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
77.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
76.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
76.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
76.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
76.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
76.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
75.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
75.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
75.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
75.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
74.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
74.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
74.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
74.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
74.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
74.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
74.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
73.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
72.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
72.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
72.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
72.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
72.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
72.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
71.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
71.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
71.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
71.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
71.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
71.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
71.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
70.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
70.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
70.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
70.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
69.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
69.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
69.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
69.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
69.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
69.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
69.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
68.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
68.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
68.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
67.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
67.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
67.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
66.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
66.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
66.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
66.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
66.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
66.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
65.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
65.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
65.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
65.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
65.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
65.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
65.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
65.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
64.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
64.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
64.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
64.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
63.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
63.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
63.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
63.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
63.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
63.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
63.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
62.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
62.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
62.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
62.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
61.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
61.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
60.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
60.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
60.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
60.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
60.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
60.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
60.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
60.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
59.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
59.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
59.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
59.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
58.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
58.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
58.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
58.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
58.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
57.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
57.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
57.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
57.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
57.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
57.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
57.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
57.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
56.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
56.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
56.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
56.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
56.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
56.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
56.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
55.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
55.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
55.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
55.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
55.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
55.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
55.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
55.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
55.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
54.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
54.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
54.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
54.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
54.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
54.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
54.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
54.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
54.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
53.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
53.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
53.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
53.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
52.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
52.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
52.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
51.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
51.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
51.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
51.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
50.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
50.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
50.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
50.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
50.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
50.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
50.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
50.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
50.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
49.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
49.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
49.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
49.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
48.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
48.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
48.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
47.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
47.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
47.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
46.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
46.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
46.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
45.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
45.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
45.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
45.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
44.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
44.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
44.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
42.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
42.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
41.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
41.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
41.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
41.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
41.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
40.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
39.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
39.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
39.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
39.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
39.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
38.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
38.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
37.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
37.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
37.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
36.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
35.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
35.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
35.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
34.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
34.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
32.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
32.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
32.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
32.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
30.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
29.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
28.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
28.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 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.
MRPS7 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
33.0
Number of samples
486
Samples
Sample
Description
TPM
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
69.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
67.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
63.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
58.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
58.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
57.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
56.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
56.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
55.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
55.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
54.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
53.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
53.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
52.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
52.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
52.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
52.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
51.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
51.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
51.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
50.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
50.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
49.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
49.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
49.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
49.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
48.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
48.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
48.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
48.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
47.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
46.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
46.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
46.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
46.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
46.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
46.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
45.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
45.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
45.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
45.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
45.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
45.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
45.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
45.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
45.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
45.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
45.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
45.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
44.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
44.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
44.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
44.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
44.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
44.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
44.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
44.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
43.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
43.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
43.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
43.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
43.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
43.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
43.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
43.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
43.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
43.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
43.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
43.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
43.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
42.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
42.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
42.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
42.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
42.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
42.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
42.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
42.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
42.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
41.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
41.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
41.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
41.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
41.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
41.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
41.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
41.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
41.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
41.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
40.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
40.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
40.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
40.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
40.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
40.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
40.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
40.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
40.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
40.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
40.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
40.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
40.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
40.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
40.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
39.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
39.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
39.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
39.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
39.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
39.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
39.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
39.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
39.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
39.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
39.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
39.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
39.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
39.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
38.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
38.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
38.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
38.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
38.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
38.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
38.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
38.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
38.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
38.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
38.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
38.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
38.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
37.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
37.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
37.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
37.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
37.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
37.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
37.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
37.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
37.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
37.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
37.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
37.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
37.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
37.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
37.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
36.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
36.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
36.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
36.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
36.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
36.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
36.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
36.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
36.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
36.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
36.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
36.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
36.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
36.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
36.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
36.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
36.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
36.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
36.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
36.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
35.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
35.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
35.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
35.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
35.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
35.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
35.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
35.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
35.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
35.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
35.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
35.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
35.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
35.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
35.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
35.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
35.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
35.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
35.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
35.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
35.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
35.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
35.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
34.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
34.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
34.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
34.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
34.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
34.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
34.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
34.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
34.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
34.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
34.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
34.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
34.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
34.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
33.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
33.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
33.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
33.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
33.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
33.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
33.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
33.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
33.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
33.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
33.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
33.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
33.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
33.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
33.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
33.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
33.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
33.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
33.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
33.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
33.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
33.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
33.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
33.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
33.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
33.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
32.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
32.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
32.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
32.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
32.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
32.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
32.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
32.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
32.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
32.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
32.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
32.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
32.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
32.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
32.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
32.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
32.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
31.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
31.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
31.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
31.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
31.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
31.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
31.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
31.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
31.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
31.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
31.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
31.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
31.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
31.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
31.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
30.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
30.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
30.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
30.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
30.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
30.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
30.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
30.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
30.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
30.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
30.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
30.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
30.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
30.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
30.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
30.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
29.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
29.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
29.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
29.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
29.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
29.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
29.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
29.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
29.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
29.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
29.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
29.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
29.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
29.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
29.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
29.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
29.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
29.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
29.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
29.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
29.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
29.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
29.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
28.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
28.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
28.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
28.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
28.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
28.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
28.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
28.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
28.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
28.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
28.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
28.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
28.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
28.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
28.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
28.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
28.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
28.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
28.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
28.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
28.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
28.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
28.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
27.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
27.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
27.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
27.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
27.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
27.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
27.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
27.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
27.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
27.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
27.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
27.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
27.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
27.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
27.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
27.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
27.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
27.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
26.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
26.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
26.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
26.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
26.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
26.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
26.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
26.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
26.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
26.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
26.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
26.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
26.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
26.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
25.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
25.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
25.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
25.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
25.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
25.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
24.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
24.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
24.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
24.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
24.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
24.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
24.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
23.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
22.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
MRPS7 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
60.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
158.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
120.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
96.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
90.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
88.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
86.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
83.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
81.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
80.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
80.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
80.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
80.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
75.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
75.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
74.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
74.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
73.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
72.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
72.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
72.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
71.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
71.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
70.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
69.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
69.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
69.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
67.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
66.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
66.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
65.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
65.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
65.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
65.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
64.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
64.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
64.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
63.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
63.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
62.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
61.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
60.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
60.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
60.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
60.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
59.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
59.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
58.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
58.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
58.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
58.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
57.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
57.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
54.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
53.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
53.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
53.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
53.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
52.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
52.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
51.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
51.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
50.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
49.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
47.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
47.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
47.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
47.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
47.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
47.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
46.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
46.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
44.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
44.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
42.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
42.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
42.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
41.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
41.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
40.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
39.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
38.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
37.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
35.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
34.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
34.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
28.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
26.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
MRPS7 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
28.1
Number of samples
207
Samples
Sample
Description
TPM
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
58.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
55.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
52.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
51.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
48.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
46.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
44.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
43.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
41.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
40.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
40.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
40.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
39.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
39.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
38.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
38.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
37.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
37.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
37.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
37.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
37.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
37.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
37.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
36.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
36.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
36.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
36.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
36.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
36.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
36.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
36.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
36.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
35.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
35.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
35.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
35.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
35.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
35.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
35.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
35.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
34.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
34.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
34.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
34.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
34.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
34.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
33.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
33.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
33.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
33.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
33.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
33.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
33.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
32.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
32.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
32.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
32.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
32.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
32.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
32.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
32.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
31.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
31.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
31.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
31.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
31.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
31.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
31.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
31.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
31.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
31.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
31.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
31.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
31.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
30.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
30.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
30.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
30.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
30.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
30.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
29.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
29.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
29.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
29.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
29.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
29.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
29.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
28.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
28.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
28.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
28.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
28.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
27.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
27.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
27.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
27.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
27.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
27.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
27.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
27.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
27.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
27.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
26.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
26.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
26.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
26.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
26.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
26.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
26.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
26.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
25.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
25.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
25.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
25.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
24.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
24.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
23.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
23.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
23.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
23.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
22.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
22.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
22.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
21.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
20.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
19.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.0
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
1.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.9
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.8
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.8
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.8
8cc7e656-0152-4359-8566-0581c3
Tumor
0.7
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.7
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.6
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.5
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.5
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.5
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.6
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.6
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.6
b2400046-1d25-429d-a821-6040a6
Tumor
-0.7
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.7
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.7
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.8
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.8
411d9597-c785-4de5-b449-29a80d_D2
Normal
-1.0
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.