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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NDUFAF4 is not prognostic in Liver Hepatocellular Carcinoma (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
2.2
Number of samples
362
Samples
Sample
Description
TPM
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
11.0
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
7.8
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
6.7
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
6.2
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
6.0
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
5.9
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
5.7
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
5.2
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
5.1
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
5.0
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
4.9
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
4.9
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
4.8
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
4.8
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
4.8
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
4.7
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
4.7
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
4.7
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
4.7
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
4.7
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
4.6
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
4.6
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
4.4
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
4.3
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
4.1
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
4.1
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
4.0
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
4.0
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
4.0
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
3.9
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
3.9
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
3.9
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
3.9
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
3.9
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
3.9
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
3.9
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
3.8
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
3.8
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
3.8
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
3.7
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
3.7
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
3.7
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
3.7
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
3.7
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
3.6
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
3.6
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
3.5
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
3.5
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
3.5
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
3.5
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
3.5
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
3.4
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
3.4
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
3.4
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
3.3
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
3.3
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
3.3
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
3.3
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
3.3
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
3.2
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
3.2
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
3.2
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
3.2
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
3.2
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
3.2
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
3.2
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
3.2
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
3.1
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
3.1
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
3.1
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
3.1
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
3.0
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
3.0
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
3.0
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
3.0
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
3.0
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
3.0
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
2.9
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
2.9
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
2.9
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
2.9
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
2.9
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
2.9
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
2.9
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
2.9
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
2.9
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
2.8
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
2.8
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
2.8
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
2.8
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
2.8
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
2.8
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
2.7
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
2.7
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
2.7
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
2.7
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
2.7
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
2.6
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
2.6
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
2.6
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
2.6
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
2.6
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
2.6
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
2.6
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
2.6
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
2.6
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
2.6
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
2.5
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
2.5
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
2.5
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
2.5
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
2.5
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
2.5
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
2.5
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
2.5
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
2.5
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
2.5
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
2.5
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
2.5
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
2.5
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
2.5
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
2.4
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
2.4
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
2.4
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
2.4
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
2.4
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
2.4
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
2.4
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
2.4
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
2.4
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
2.3
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
2.3
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
2.3
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
2.3
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
2.3
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
2.3
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
2.3
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
2.3
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
2.3
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
2.3
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
2.3
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
2.2
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
2.2
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
2.2
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
2.2
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
2.2
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
2.2
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
2.2
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
2.2
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
2.2
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
2.2
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
2.2
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
2.2
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
2.2
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
2.2
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
2.2
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
2.2
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
2.2
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
2.2
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
2.2
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
2.1
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
2.1
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
2.1
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
2.1
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
2.1
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
2.1
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
2.1
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
2.1
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
2.1
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
2.1
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
2.1
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
2.1
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
2.1
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
2.1
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
2.1
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
2.0
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
2.0
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
2.0
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
2.0
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
2.0
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
2.0
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
2.0
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
2.0
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
2.0
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
2.0
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
2.0
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
2.0
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
2.0
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
2.0
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
2.0
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
2.0
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
2.0
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
1.9
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
1.9
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
1.9
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
1.9
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
1.9
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
1.9
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
1.9
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
1.9
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
1.9
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
1.9
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
1.9
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
1.9
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
1.9
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
1.9
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
1.9
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
1.9
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
1.9
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
1.9
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
1.9
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
1.9
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
1.9
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
1.9
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
1.8
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
1.8
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
1.8
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
1.8
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
1.8
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
1.8
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
1.8
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
1.8
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
1.8
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
1.7
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
1.7
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
1.7
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
1.7
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
1.7
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
1.7
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
1.7
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
1.7
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
1.7
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
1.7
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
1.7
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
1.7
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
1.7
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
1.7
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
1.7
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
1.7
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
1.7
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
1.7
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
1.7
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
1.7
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
1.7
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
1.7
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
1.7
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
1.6
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
1.6
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
1.6
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
1.6
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
1.6
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
1.6
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
1.6
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
1.6
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
1.6
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
1.6
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
1.6
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
1.6
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
1.5
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
1.5
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
1.5
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
1.5
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
1.5
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
1.5
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
1.5
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
1.5
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
1.5
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
1.5
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
1.4
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
1.4
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
1.4
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
1.4
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
1.4
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
1.4
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
1.4
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
1.4
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
1.4
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
1.4
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
1.4
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
1.4
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
1.3
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
1.3
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
1.3
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
1.3
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
1.3
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
1.3
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
1.3
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
1.3
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
1.3
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
1.3
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
1.2
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
1.2
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
1.2
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
1.2
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
1.2
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
1.2
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
1.2
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
1.2
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
1.2
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
1.2
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
1.2
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
1.2
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
1.2
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
1.1
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
1.1
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
1.1
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
1.1
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
1.1
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
1.1
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
1.1
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
1.1
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
1.1
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
1.1
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
1.0
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
1.0
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
1.0
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
1.0
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
1.0
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
1.0
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
1.0
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
1.0
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
1.0
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
1.0
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
1.0
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
1.0
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
0.9
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
0.9
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
0.9
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
0.9
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
0.9
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
0.9
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
0.9
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
0.9
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
0.9
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
0.9
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
0.9
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
0.9
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
0.9
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
0.8
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
0.8
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
0.8
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
0.8
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
0.8
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
0.8
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
0.8
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
0.8
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
0.8
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
0.8
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
0.8
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
0.8
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
0.8
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
0.7
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
0.7
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
0.7
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
0.7
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
0.6
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
0.6
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
0.5
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
0.5
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
0.5
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
0.5
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 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.
NDUFAF4 is not prognostic in Liver Hepatocellular Carcinoma (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
7.1
Number of samples
231
Samples
Sample
Description
TPM
DO23519
0 years, male, NA, stage:3, alive, 630 days
27.1
DO23508
0 years, female, NA, stage:2, alive, 390 days
20.3
DO50829
0 years, male, NA, stage:3, alive, 570 days
20.0
DO50798
0 years, male, NA, stage:3, dead, 30 days
16.3
DO45299
0 years, female, NA, stage:1, alive, 1440 days
15.4
DO45145
0 years, male, NA, stage:3, dead, 60 days
15.4
DO48747
0 years, male, NA, stage:3, alive, 540 days
15.3
DO45267
0 years, male, NA, stage:3, dead, 570 days
14.9
DO48682
0 years, female, NA, stage:3, dead, 120 days
14.7
DO45211
0 years, male, NA, stage:3, alive, 240 days
13.9
DO50825
0 years, male, NA, stage:2, alive, 390 days
13.8
DO23525
0 years, male, NA, stage:4, alive, 1050 days
13.8
DO48737
0 years, male, NA, stage:1, alive, 720 days
13.6
DO45117
0 years, female, NA, stage:2, dead, 1110 days
13.5
DO48759
0 years, male, NA, stage:3, alive, 720 days
13.4
DO45221
0 years, female, NA, stage:4, dead, 390 days
13.3
DO45261
0 years, male, NA, stage:3, alive, 990 days
13.0
DO50857
0 years, male, NA, stage:2, alive, 210 days
12.4
DO45297
0 years, female, NA, stage:4, dead, 1260 days
12.3
DO45255
0 years, male, NA, stage:3, alive, 720 days
11.9
DO23514
0 years, male, NA, stage:2, alive, 1290 days
11.5
DO45092
0 years, male, NA, stage:4, dead, 1200 days
11.4
DO23533
0 years, male, NA, stage:2, alive, 900 days
11.3
DO45091
0 years, male, NA, stage:2, dead, 1320 days
11.3
DO48725
0 years, male, NA, stage:1, alive, 780 days
11.1
DO45259
0 years, male, NA, stage:3, alive, 330 days
11.1
DO45203
0 years, female, NA, stage:2, alive, 1170 days
11.0
DO23542
0 years, male, NA, stage:3, alive, 960 days
10.8
DO45119
0 years, male, NA, stage:3, dead, 510 days
10.6
DO48697
0 years, female, NA, stage:2, dead, 810 days
10.6
DO23545
0 years, male, NA, stage:2, dead, 570 days
10.6
DO50791
0 years, female, NA, stage:1, dead, 480 days
10.6
DO48741
0 years, male, NA, stage:3, alive, 240 days
10.5
DO45149
0 years, female, NA, stage:2, alive, 1260 days
10.3
DO50845
0 years, male, NA, stage:3, alive, 210 days
10.2
DO45303
0 years, female, NA, stage:3, alive, 990 days
10.2
DO23513
0 years, male, NA, stage:3, alive, 1200 days
10.2
DO50802
0 years, male, NA, stage:2, alive, 930 days
10.2
DO45173
0 years, male, NA, stage:3, alive, 1170 days
10.0
DO45163
0 years, male, NA, stage:2, alive, 960 days
9.9
DO45275
0 years, male, NA, stage:3, dead, 10 days
9.9
DO23510
0 years, female, NA, stage:2, alive, 870 days
9.8
DO45115
0 years, male, NA, stage:2, alive, 840 days
9.7
DO23528
0 years, female, NA, stage:2, alive, 1020 days
9.6
DO50819
0 years, female, NA, stage:2, alive, 510 days
9.6
DO48679
0 years, male, NA, stage:2, alive, 1200 days
9.6
DO45195
0 years, male, NA, stage:1, alive, 390 days
9.5
DO45131
0 years, male, NA, stage:4, dead, 360 days
9.5
DO50806
0 years, male, NA, stage:4, alive, 540 days
9.4
DO50808
0 years, male, NA, stage:2, alive, 570 days
9.2
DO45099
0 years, male, NA, stage:3, alive, 1590 days
9.2
DO23524
0 years, female, NA, stage:2, alive, 1050 days
9.1
DO50859
0 years, male, NA, stage:2, alive, 180 days
9.1
DO45135
0 years, male, NA, stage:1, alive, 1410 days
9.0
DO45235
0 years, female, NA, stage:1, alive, 900 days
8.8
DO50778
0 years, male, NA, stage:4, alive, 630 days
8.7
DO48700
0 years, female, NA, stage:2, alive, 810 days
8.7
DO45093
0 years, male, NA, stage:2, dead, 720 days
8.6
DO48706
0 years, male, NA, stage:2, alive, 870 days
8.6
DO23518
0 years, male, NA, stage:2, alive, 1320 days
8.6
DO23544
0 years, male, NA, stage:2, alive, 960 days
8.5
DO48751
0 years, male, NA, stage:2, dead, 480 days
8.5
DO45269
0 years, male, NA, stage:3, alive, 750 days
8.5
DO45237
0 years, male, NA, stage:2, alive, 900 days
8.5
DO50789
0 years, female, NA, stage:2, alive, 570 days
8.4
DO45289
0 years, female, NA, stage:3, alive, 360 days
8.4
DO45213
0 years, male, NA, stage:1, alive, 1200 days
8.4
DO48721
0 years, female, NA, stage:1, alive, 900 days
8.4
DO48693
0 years, male, NA, stage:2, alive, 900 days
8.3
DO45096
0 years, male, NA, stage:2, dead, 1290 days
8.3
DO45179
0 years, female, NA, stage:2, alive, 600 days
8.2
DO45241
0 years, male, NA, stage:1, alive, 1080 days
8.1
DO50803
0 years, female, NA, stage:1, alive, 540 days
8.1
DO48717
0 years, male, NA, stage:4, dead, 180 days
8.1
DO45165
0 years, male, NA, stage:2, alive, 690 days
8.0
DO45183
0 years, female, NA, stage:2, dead, 570 days
8.0
DO50814
0 years, male, NA, stage:3, alive, 420 days
8.0
DO23523
0 years, male, NA, stage:3, alive, 1080 days
8.0
DO48674
0 years, male, NA, stage:2, alive, 1260 days
7.9
DO45227
0 years, female, NA, stage:2, alive, 1020 days
7.9
DO23551
0 years, male, NA, stage:3, dead, 150 days
7.8
DO45159
0 years, male, NA, stage:3, alive, 1470 days
7.8
DO45095
0 years, male, NA, stage:2, alive, 1620 days
7.7
DO50844
0 years, male, NA, stage:4, alive, 300 days
7.7
DO48695
0 years, male, NA, stage:2, alive, 720 days
7.6
DO45101
0 years, male, NA, stage:2, alive, 1680 days
7.6
DO50805
0 years, male, NA, stage:2, alive, 690 days
7.6
DO50850
0 years, male, NA, stage:3, alive, 720 days
7.6
DO45171
0 years, male, NA, stage:3, alive, 600 days
7.5
DO23541
0 years, male, NA, stage:2, alive, 930 days
7.5
DO50816
0 years, male, NA, stage:2, alive, 390 days
7.4
DO23512
0 years, male, NA, stage:1, alive, 1260 days
7.3
DO45239
0 years, male, NA, stage:2, alive, 870 days
7.2
DO45285
0 years, male, NA, stage:3, alive, 480 days
7.2
DO50815
0 years, male, NA, stage:3, alive, 150 days
7.2
DO45287
0 years, male, NA, stage:1, alive, 390 days
7.2
DO50804
0 years, male, NA, stage:2, alive, 720 days
7.2
DO50822
0 years, male, NA, stage:2, alive, 510 days
7.1
DO45209
0 years, male, NA, stage:4, alive, 1350 days
7.1
DO45111
0 years, male, NA, stage:2, alive, 1590 days
7.1
DO45129
0 years, male, NA, stage:3, alive, 1470 days
7.1
DO45177
0 years, female, NA, stage:3, alive, 1260 days
7.1
DO45219
0 years, male, NA, stage:2, alive, 1080 days
7.0
DO23511
0 years, female, NA, stage:3, dead, 180 days
7.0
DO50776
0 years, male, NA, stage:1, alive, 690 days
6.8
DO23530
0 years, male, NA, stage:4, dead, 180 days
6.8
DO45223
0 years, male, NA, stage:4, alive, 1020 days
6.8
DO45201
0 years, male, NA, stage:1, alive, 900 days
6.8
DO50809
0 years, male, NA, stage:3, dead, 720 days
6.7
DO227643
0 years, male, NA, stage:2, alive, 1260 days
6.7
DO45137
0 years, male, NA, stage:1, alive, 1320 days
6.7
DO45143
0 years, male, NA, stage:3, alive, 1290 days
6.6
DO50839
0 years, female, NA, stage:3, alive, 330 days
6.6
DO45215
0 years, male, NA, stage:2, alive, 1170 days
6.6
DO48761
0 years, male, NA, stage:2, alive, 870 days
6.6
DO48716
0 years, male, NA, stage:2, alive, 720 days
6.6
DO45265
0 years, male, NA, stage:3, alive, 1020 days
6.6
DO50799
0 years, female, NA, stage:2, alive, 540 days
6.6
DO50800
0 years, male, NA, stage:2, alive, 510 days
6.5
DO50774
0 years, female, NA, stage:2, alive, 720 days
6.5
DO48742
0 years, male, NA, stage:2, alive, 600 days
6.5
DO23517
0 years, male, NA, stage:2, alive, 1200 days
6.5
DO48728
0 years, female, NA, stage:2, alive, 150 days
6.5
DO23546
0 years, male, NA, stage:2, alive, 1050 days
6.4
DO23515
0 years, male, NA, stage:2, alive, 1230 days
6.4
DO23538
0 years, male, NA, stage:2, alive, 450 days
6.4
DO48719
0 years, male, NA, stage:2, alive, 690 days
6.4
DO45283
0 years, male, NA, stage:3, alive, 510 days
6.3
DO45181
0 years, female, NA, stage:2, alive, 1200 days
6.3
DO45107
0 years, female, NA, stage:2, alive, 1710 days
6.3
DO48720
0 years, female, NA, stage:2, alive, 570 days
6.2
DO45125
0 years, male, NA, stage:3, alive, 1680 days
6.1
DO48743
0 years, female, NA, stage:2, alive, 570 days
6.1
DO45133
0 years, male, NA, stage:3, dead, 660 days
6.1
DO45243
0 years, female, NA, stage:3, alive, 930 days
6.1
DO45281
0 years, male, NA, stage:4, alive, 750 days
6.1
DO45185
0 years, male, NA, stage:2, alive, 600 days
6.0
DO23543
0 years, male, NA, stage:2, alive, 1020 days
5.9
DO45109
0 years, male, NA, stage:2, alive, 1590 days
5.8
DO23527
0 years, male, NA, stage:1, alive, 1050 days
5.8
DO23531
0 years, female, NA, stage:3, alive, 900 days
5.8
DO45139
0 years, male, NA, stage:3, alive, 1320 days
5.8
DO45169
0 years, male, NA, stage:3, alive, 1350 days
5.8
DO48715
0 years, female, NA, stage:2, dead, 690 days
5.7
DO45121
0 years, male, NA, stage:3, alive, 1530 days
5.7
DO45231
0 years, male, NA, stage:2, alive, 930 days
5.7
DO45193
0 years, female, NA, stage:4, dead, 120 days
5.7
DO48760
0 years, female, NA, stage:2, alive, 690 days
5.6
DO23547
0 years, male, NA, stage:1, alive, 1020 days
5.5
DO50793
0 years, male, NA, stage:4, alive, 540 days
5.4
DO48736
0 years, female, NA, stage:1, alive, 600 days
5.4
DO45157
0 years, male, NA, stage:2, alive, 1980 days
5.4
DO50813
0 years, male, NA, stage:2, alive, 420 days
5.3
DO23509
0 years, male, NA, stage:3, dead, 780 days
5.2
DO50785
0 years, male, NA, stage:4, dead, 90 days
5.2
DO23552
0 years, female, NA, stage:1, alive, 810 days
5.2
DO48672
0 years, male, NA, stage:2, alive, 450 days
5.2
DO45229
0 years, male, NA, stage:1, alive, 990 days
5.2
DO45257
0 years, male, NA, stage:3, alive, 810 days
5.2
DO45205
0 years, female, NA, stage:2, dead, 90 days
5.1
DO23549
0 years, male, NA, stage:3, alive, 990 days
5.1
DO48712
0 years, male, NA, stage:2, alive, 810 days
5.1
DO45153
0 years, female, NA, stage:2, alive, 1380 days
5.1
DO45127
0 years, male, NA, stage:3, dead, 420 days
5.0
DO50818
0 years, male, NA, stage:2, alive, 510 days
5.0
DO23536
0 years, male, NA, stage:2, alive, 930 days
4.9
DO45103
0 years, male, NA, stage:3, alive, 450 days
4.9
DO45094
0 years, male, NA, stage:3, alive, 1650 days
4.9
DO48732
0 years, male, NA, stage:3, alive, 630 days
4.8
DO45307
0 years, female, NA, stage:4, dead, 240 days
4.8
DO45123
0 years, female, NA, stage:2, dead, 570 days
4.8
DO45273
0 years, male, NA, stage:2, alive, 480 days
4.8
DO48681
0 years, male, NA, stage:2, alive, 900 days
4.7
DO45233
0 years, male, NA, stage:3, alive, 900 days
4.7
DO23537
0 years, male, NA, stage:2, dead, 900 days
4.7
DO48730
0 years, female, NA, stage:2, alive, 630 days
4.6
DO23526
0 years, male, NA, stage:3, alive, 1050 days
4.6
DO45249
0 years, male, NA, stage:1, alive, 630 days
4.6
DO45217
0 years, female, NA, stage:3, dead, 270 days
4.5
DO45141
0 years, male, NA, stage:2, alive, 1320 days
4.5
DO23521
0 years, male, NA, stage:3, alive, 1110 days
4.4
DO23535
0 years, male, NA, stage:1, alive, 960 days
4.4
DO45155
0 years, male, NA, stage:2, alive, 2160 days
4.4
DO48723
0 years, male, NA, stage:1, alive, 600 days
4.4
DO227801
0 years, female, NA, stage:1, alive, 660 days
4.2
DO45301
0 years, male, NA, stage:2, dead, 1440 days
4.2
DO45097
0 years, male, NA, stage:3, alive, 1620 days
4.1
DO23529
0 years, male, NA, stage:4, alive, 930 days
4.1
DO48704
0 years, female, NA, stage:3, alive, 750 days
4.0
DO45263
0 years, male, NA, stage:3, dead, 270 days
4.0
DO48757
0 years, female, NA, stage:3, alive, 480 days
4.0
DO45175
0 years, male, NA, stage:2, alive, 1140 days
4.0
DO45305
0 years, male, NA, stage:4, alive, 300 days
3.9
DO45199
0 years, female, NA, stage:2, alive, 1350 days
3.9
DO45207
0 years, male, NA, stage:1, alive, 1050 days
3.9
DO23540
0 years, male, NA, stage:1, alive, 750 days
3.9
DO45191
0 years, female, NA, stage:2, alive, 1200 days
3.8
DO23534
0 years, male, NA, stage:2, alive, 840 days
3.8
DO50787
0 years, male, NA, stage:3, alive, 480 days
3.8
DO45161
0 years, male, NA, stage:2, dead, 540 days
3.7
DO45105
0 years, male, NA, stage:1, alive, 1680 days
3.7
DO50820
0 years, female, NA, stage:3, alive, 510 days
3.6
DO50817
0 years, male, NA, stage:2, alive, 390 days
3.6
DO48701
0 years, male, NA, stage:2, alive, 780 days
3.5
DO23550
0 years, male, NA, stage:1, alive, 990 days
3.3
DO45277
0 years, male, NA, stage:3, alive, 600 days
3.3
DO45253
0 years, male, NA, stage:2, alive, 870 days
3.2
DO45245
0 years, female, NA, stage:2, dead, 240 days
3.2
DO23539
0 years, male, NA, stage:1, alive, 1110 days
3.2
DO50855
0 years, male, NA, stage:2, alive, 570 days
3.1
DO45197
0 years, male, NA, stage:2, alive, 1170 days
3.1
DO45251
0 years, female, NA, stage:2, alive, 900 days
3.1
DO23532
0 years, female, NA, stage:1, alive, 960 days
3.1
DO45247
0 years, female, NA, stage:2, alive, 210 days
3.0
DO50832
0 years, male, NA, stage:3, alive, 90 days
3.0
DO23516
0 years, male, NA, stage:3, dead, 20 days
3.0
DO48733
0 years, male, NA, stage:2, alive, 600 days
3.0
DO45187
0 years, female, NA, stage:1, alive, 1260 days
3.0
DO45113
0 years, male, NA, stage:3, alive, 1560 days
2.9
DO23548
0 years, female, NA, stage:1, alive, 840 days
2.9
DO50783
0 years, male, NA, stage:3, alive, 480 days
2.9
DO45189
0 years, female, NA, stage:2, alive, 1200 days
2.7
DO48727
0 years, female, NA, stage:2, dead, 390 days
2.7
DO48677
0 years, male, NA, stage:3, alive, 1140 days
2.6
DO45279
0 years, male, NA, stage:3, alive, 1290 days
2.5
DO45225
0 years, male, NA, stage:1, alive, 1050 days
2.5
DO50840
0 years, male, NA, stage:2, alive, 330 days
2.5
DO50807
0 years, male, NA, stage:1, alive, 540 days
2.5
DO45167
0 years, male, NA, stage:2, dead, 1440 days
2.4
DO50811
0 years, male, NA, stage:1, alive, 450 days
2.4
DO48746
0 years, male, NA, stage:3, alive, 570 days
2.4
Show allShow less
LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)
Number of samples
330
Samples
Sample ID
Sample type
nRPX
227
Tumor
1.7
491
Tumor
1.6
411
Tumor
1.6
627
Tumor
1.6
571
Tumor
1.5
513
Tumor
1.4
537
Tumor
1.4
1013
Tumor
1.3
923
Tumor
1.3
697
Tumor
1.3
785
Tumor
1.2
741
Tumor
1.2
1043
Tumor
1.2
967
Tumor
1.2
861
Tumor
1.1
873
Tumor
1.0
431
Tumor
1.0
823
Tumor
1.0
483
Tumor
1.0
777
Tumor
1.0
663
Tumor
1.0
743
Tumor
1.0
911
Tumor
0.9
755
Tumor
0.9
921
Tumor
0.9
515
Tumor
0.9
477
Tumor
0.9
365
Tumor
0.9
745
Tumor
0.8
867
Tumor
0.8
1031
Tumor
0.8
553
Tumor
0.8
913
Tumor
0.8
953
Tumor
0.8
815
Tumor
0.8
615
Tumor
0.8
567
Tumor
0.8
977
Tumor
0.8
951
Tumor
0.7
353
Tumor
0.7
221
Tumor
0.7
685
Tumor
0.7
285
Tumor
0.7
443
Tumor
0.7
461
Tumor
0.6
1045
Tumor
0.6
465
Tumor
0.6
883
Tumor
0.6
523
Tumor
0.6
423
Tumor
0.5
915
Tumor
0.5
851
Tumor
0.5
957
Tumor
0.5
713
Tumor
0.5
865
Tumor
0.5
435
Tumor
0.5
361
Tumor
0.5
1025
Tumor
0.5
223
Tumor
0.5
471
Tumor
0.5
363
Tumor
0.5
393
Tumor
0.5
665
Tumor
0.5
473
Tumor
0.5
641
Tumor
0.5
925
Tumor
0.5
527
Tumor
0.4
533
Tumor
0.4
145
Tumor
0.4
267
Tumor
0.4
147
Tumor
0.4
257
Tumor
0.4
963
Tumor
0.4
137
Tumor
0.4
313
Tumor
0.4
1015
Tumor
0.4
881
Tumor
0.4
1021
Tumor
0.4
355
Tumor
0.4
271
Tumor
0.4
1027
Tumor
0.3
135
Tumor
0.3
863
Tumor
0.3
563
Tumor
0.3
737
Tumor
0.3
573
Tumor
0.3
981
Tumor
0.3
487
Tumor
0.3
497
Tumor
0.3
231
Tumor
0.3
455
Tumor
0.3
965
Tumor
0.3
724
Normal
0.3
123
Tumor
0.3
857
Tumor
0.3
433
Tumor
0.3
391
Tumor
0.3
937
Tumor
0.3
327
Tumor
0.2
1041
Tumor
0.2
525
Tumor
0.2
721
Tumor
0.2
112
Tumor
0.2
427
Tumor
0.2
131
Tumor
0.2
387
Tumor
0.2
277
Tumor
0.2
727
Tumor
0.1
383
Tumor
0.1
472
Normal
0.1
474
Normal
0.1
975
Tumor
0.1
824
Normal
0.1
557
Tumor
0.1
916
Normal
0.1
524
Normal
0.1
868
Normal
0.1
695
Tumor
0.1
1032
Normal
0.1
647
Tumor
0.1
367
Tumor
0.1
635
Tumor
0.1
357
Tumor
0.1
983
Tumor
0.1
912
Normal
0.0
922
Normal
0.0
954
Normal
0.0
534
Normal
0.0
297
Tumor
0.0
715
Tumor
0.0
722
Normal
0.0
514
Normal
0.0
481
Tumor
0.0
328
Normal
0.0
415
Tumor
0.0
862
Normal
0.0
944
Normal
0.0
558
Normal
0.0
492
Normal
-0.1
451
Tumor
-0.1
517
Tumor
-0.1
1042
Normal
-0.1
445
Tumor
-0.1
187
Tumor
-0.1
686
Normal
-0.1
478
Normal
-0.1
813
Tumor
-0.1
968
Normal
-0.1
395
Tumor
-0.1
955
Tumor
-0.1
535
Tumor
-0.1
125
Tumor
-0.1
884
Normal
-0.1
958
Normal
-0.1
1028
Normal
-0.1
436
Normal
-0.1
982
Normal
-0.1
191
Tumor
-0.1
866
Normal
-0.1
141
Tumor
-0.1
852
Normal
-0.1
494
Normal
-0.1
228
Normal
-0.1
964
Normal
-0.1
498
Normal
-0.1
924
Normal
-0.1
466
Normal
-0.2
874
Normal
-0.2
956
Normal
-0.2
918
Normal
-0.2
482
Normal
-0.2
284
Normal
-0.2
746
Normal
-0.2
518
Normal
-0.2
864
Normal
-0.2
943
Tumor
-0.2
617
Tumor
-0.2
716
Normal
-0.2
882
Normal
-0.2
978
Normal
-0.2
1022
Normal
-0.2
538
Normal
-0.2
212
Normal
-0.2
484
Normal
-0.2
696
Normal
-0.2
462
Normal
-0.2
546
Normal
-0.2
723
Tumor
-0.2
217
Tumor
-0.2
738
Normal
-0.2
926
Normal
-0.2
425
Tumor
-0.2
976
Normal
-0.3
756
Normal
-0.3
516
Normal
-0.3
554
Normal
-0.3
618
Normal
-0.3
224
Normal
-0.3
628
Normal
-0.3
728
Normal
-0.3
161
Tumor
-0.3
564
Normal
-0.3
786
Normal
-0.3
714
Normal
-0.3
642
Normal
-0.3
448
Normal
-0.3
858
Normal
-0.3
938
Normal
-0.3
528
Normal
-0.3
171
Tumor
-0.3
488
Normal
-0.3
392
Normal
-0.3
661
Tumor
-0.3
536
Normal
-0.3
616
Normal
-0.3
1016
Normal
-0.3
984
Normal
-0.3
1014
Normal
-0.4
952
Normal
-0.4
568
Normal
-0.4
1026
Normal
-0.4
127
Tumor
-0.4
447
Tumor
-0.4
211
Tumor
-0.4
351
Tumor
-0.4
185
Tumor
-0.4
113
Tumor
-0.4
1046
Normal
-0.4
463
Tumor
-0.4
344
Normal
-0.4
421
Tumor
-0.4
261
Tumor
-0.4
364
Normal
-0.4
385
Tumor
-0.4
412
Normal
-0.4
816
Normal
-0.4
362
Normal
-0.4
574
Normal
-0.4
1044
Normal
-0.4
744
Normal
-0.4
283
Tumor
-0.4
778
Normal
-0.4
214
Normal
-0.5
572
Normal
-0.5
526
Normal
-0.5
136
Normal
-0.5
416
Normal
-0.5
636
Normal
-0.5
356
Normal
-0.5
917
Tumor
-0.5
814
Normal
-0.5
213
Tumor
-0.5
278
Normal
-0.5
966
Normal
-0.5
428
Normal
-0.5
493
Tumor
-0.5
878
Normal
-0.5
331
Tumor
-0.5
698
Normal
-0.5
545
Tumor
-0.5
468
Normal
-0.5
286
Normal
-0.5
742
Normal
-0.5
914
Normal
-0.5
268
Normal
-0.5
222
Normal
-0.5
818
Normal
-0.5
413
Tumor
-0.5
464
Normal
-0.5
196
Normal
-0.6
384
Normal
-0.6
314
Normal
-0.6
386
Normal
-0.6
444
Normal
-0.6
111
Normal
-0.6
258
Normal
-0.6
375
Tumor
-0.6
188
Normal
-0.6
877
Tumor
-0.6
394
Normal
-0.6
138
Normal
-0.6
262
Normal
-0.7
124
Normal
-0.7
142
Normal
-0.7
446
Normal
-0.7
424
Normal
-0.7
368
Normal
-0.7
354
Normal
-0.7
218
Normal
-0.7
434
Normal
-0.7
195
Tumor
-0.7
414
Normal
-0.7
666
Normal
-0.7
456
Normal
-0.7
312
Normal
-0.7
232
Normal
-0.7
311
Tumor
-0.7
388
Normal
-0.7
422
Normal
-0.7
114
Normal
-0.7
366
Normal
-0.7
341
Tumor
-0.7
358
Normal
-0.8
192
Normal
-0.8
396
Normal
-0.8
671
Tumor
-0.8
664
Normal
-0.8
298
Normal
-0.8
126
Normal
-0.8
662
Normal
-0.8
272
Normal
-0.8
128
Normal
-0.8
132
Normal
-0.8
343
Tumor
-0.8
817
Tumor
-0.8
172
Normal
-0.8
352
Normal
-0.8
648
Normal
-0.8
672
Normal
-0.9
376
Normal
-0.9
186
Normal
-0.9
146
Normal
-0.9
162
Normal
-0.9
148
Normal
-0.9
432
Normal
-0.9
426
Normal
-0.9
452
Normal
-1.0
342
Normal
-1.0
332
Normal
-1.0
467
Tumor
-1.1
Show allShow less
LIVER CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
