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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.
F10 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
155.8
Number of samples
362
Samples
Sample
Description
TPM
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
1000.9
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
650.3
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
637.1
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
579.5
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
574.7
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
558.8
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
534.5
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
528.5
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
527.9
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
504.3
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
498.0
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
435.3
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
433.3
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
417.0
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
406.4
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
398.1
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
394.0
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
382.8
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
381.6
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
378.6
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
367.5
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
355.0
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
353.7
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
352.8
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
350.5
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
349.9
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
345.9
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
342.0
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
341.5
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
322.5
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
321.0
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
318.4
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
317.4
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
317.1
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
316.5
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
311.5
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
308.6
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
308.5
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
295.3
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
288.4
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
287.3
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
282.5
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
278.7
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
277.1
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
276.1
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
273.8
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
266.4
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
265.5
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
262.7
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
260.9
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
259.9
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
257.7
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
257.2
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
251.0
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
250.5
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
248.0
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
247.2
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
246.5
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
242.0
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
241.6
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
236.1
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
235.5
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
234.5
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
228.5
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
224.9
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
223.8
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
222.3
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
221.6
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
220.3
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
219.7
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
219.4
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
217.1
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
216.7
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
216.6
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
214.8
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
214.8
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
211.5
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
209.5
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
208.9
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
208.6
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
207.4
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
206.5
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
205.8
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
205.0
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
203.5
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
203.0
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
201.8
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
196.9
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
196.3
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
195.1
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
194.4
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
193.1
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
193.0
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
192.5
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
192.0
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
191.5
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
191.1
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
190.4
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
190.0
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
186.5
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
186.1
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
185.9
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
185.7
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
185.6
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
185.5
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
183.4
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
183.1
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
180.3
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
179.3
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
178.5
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
178.3
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
178.1
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
173.6
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
172.6
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
172.3
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
172.3
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
171.6
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
171.3
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
171.1
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
170.2
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
169.5
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
169.5
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
168.4
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
164.4
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
163.8
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
163.2
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
162.8
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
162.4
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
162.1
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
161.7
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
161.1
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
160.5
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
159.5
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
158.6
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
157.3
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
156.0
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
154.7
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
154.5
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
153.5
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
152.8
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
152.7
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
152.5
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
152.0
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
151.9
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
151.2
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
151.0
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
150.2
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
149.1
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
149.0
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
148.6
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
147.1
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
147.1
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
146.8
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
146.5
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
145.2
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
144.7
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
143.0
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
142.8
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
141.6
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
141.4
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
140.0
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
137.8
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
137.8
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
136.3
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
135.7
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
135.3
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
135.2
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
134.2
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
134.0
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
133.2
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
133.0
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
132.3
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
132.0
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
131.5
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
131.0
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
130.9
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
130.2
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
128.9
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
128.5
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
127.9
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
126.3
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
126.2
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
126.0
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
125.7
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
125.0
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
124.7
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
124.7
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
124.2
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
123.6
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
122.2
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
122.0
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
120.3
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
119.1
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
118.5
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
118.2
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
118.2
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
118.1
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
118.0
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
117.9
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
117.6
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
117.4
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
116.9
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
116.5
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
116.5
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
115.7
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
114.9
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
114.9
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
114.7
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
113.8
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
113.6
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
112.4
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
111.3
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
110.6
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
110.2
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
110.2
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
109.9
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
109.6
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
109.1
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
108.7
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
108.3
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
107.4
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
107.3
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
107.1
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
104.6
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
103.6
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
102.9
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
101.8
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
101.8
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
101.7
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
101.4
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
100.5
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
99.9
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
99.5
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
99.0
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
98.5
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
98.4
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
98.3
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
98.3
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
97.4
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
97.3
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
96.7
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
95.3
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
94.9
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
94.0
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
93.2
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
92.6
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
92.0
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
87.8
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
87.6
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
87.2
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
87.2
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
86.9
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
86.3
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
86.2
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
86.0
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
85.9
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
85.5
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
83.2
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
83.0
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
82.7
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
82.3
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
82.1
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
81.7
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
81.3
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
80.9
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
80.7
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
79.9
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
79.4
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
77.8
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
77.5
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
77.3
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
77.2
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
76.8
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
76.6
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
75.2
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
74.3
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
74.1
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
73.3
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
72.2
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
71.4
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
71.2
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
70.6
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
70.3
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
70.2
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
70.2
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
70.0
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
69.6
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
69.5
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
68.7
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
67.7
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
67.6
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
67.5
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
66.0
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
65.7
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
65.6
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
65.5
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
63.5
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
63.0
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
62.9
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
62.9
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
61.1
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
59.5
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
59.4
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
59.2
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
59.1
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
57.4
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
56.4
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
55.6
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
54.7
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
54.4
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
53.1
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
53.0
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
52.9
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
51.6
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
51.4
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
51.2
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
51.0
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
50.9
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
49.8
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
49.5
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
48.7
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
48.0
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
47.1
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
46.0
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
44.8
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
43.8
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
42.6
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
42.1
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
38.9
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
38.8
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
38.7
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
38.5
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
37.3
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
36.9
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
36.1
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
34.5
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
32.3
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
31.2
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
30.2
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
29.0
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
28.4
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
27.3
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
27.1
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
26.6
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
23.9
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
22.5
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
22.3
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
22.0
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
21.9
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
19.9
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
19.7
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
19.5
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
18.8
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
17.8
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
14.5
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
10.6
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
10.0
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
4.6
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
2.2
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
1.0
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
1.0
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 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.
F10 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
107.9
Number of samples
231
Samples
Sample
Description
TPM
DO48723
0 years, male, NA, stage:1, alive, 600 days
672.6
DO48721
0 years, female, NA, stage:1, alive, 900 days
666.1
DO45149
0 years, female, NA, stage:2, alive, 1260 days
511.1
DO48681
0 years, male, NA, stage:2, alive, 900 days
423.7
DO48715
0 years, female, NA, stage:2, dead, 690 days
392.1
DO50839
0 years, female, NA, stage:3, alive, 330 days
376.5
DO45263
0 years, male, NA, stage:3, dead, 270 days
364.1
DO50789
0 years, female, NA, stage:2, alive, 570 days
353.4
DO45103
0 years, male, NA, stage:3, alive, 450 days
311.9
DO45255
0 years, male, NA, stage:3, alive, 720 days
297.7
DO45091
0 years, male, NA, stage:2, dead, 1320 days
292.0
DO45111
0 years, male, NA, stage:2, alive, 1590 days
291.4
DO50814
0 years, male, NA, stage:3, alive, 420 days
268.0
DO23511
0 years, female, NA, stage:3, dead, 180 days
266.2
DO23532
0 years, female, NA, stage:1, alive, 960 days
252.9
DO48693
0 years, male, NA, stage:2, alive, 900 days
252.6
DO50820
0 years, female, NA, stage:3, alive, 510 days
248.3
DO45105
0 years, male, NA, stage:1, alive, 1680 days
247.3
DO50819
0 years, female, NA, stage:2, alive, 510 days
241.1
DO45107
0 years, female, NA, stage:2, alive, 1710 days
237.2
DO45193
0 years, female, NA, stage:4, dead, 120 days
232.8
DO50825
0 years, male, NA, stage:2, alive, 390 days
227.5
DO23543
0 years, male, NA, stage:2, alive, 1020 days
222.0
DO45096
0 years, male, NA, stage:2, dead, 1290 days
220.8
DO45221
0 years, female, NA, stage:4, dead, 390 days
220.0
DO45167
0 years, male, NA, stage:2, dead, 1440 days
214.9
DO23552
0 years, female, NA, stage:1, alive, 810 days
211.1
DO23534
0 years, male, NA, stage:2, alive, 840 days
207.7
DO45183
0 years, female, NA, stage:2, dead, 570 days
205.7
DO45241
0 years, male, NA, stage:1, alive, 1080 days
203.6
DO45125
0 years, male, NA, stage:3, alive, 1680 days
202.3
DO50785
0 years, male, NA, stage:4, dead, 90 days
200.5
DO48697
0 years, female, NA, stage:2, dead, 810 days
199.0
DO45207
0 years, male, NA, stage:1, alive, 1050 days
198.8
DO23537
0 years, male, NA, stage:2, dead, 900 days
197.4
DO48741
0 years, male, NA, stage:3, alive, 240 days
181.2
DO23516
0 years, male, NA, stage:3, dead, 20 days
162.6
DO50816
0 years, male, NA, stage:2, alive, 390 days
161.4
DO50845
0 years, male, NA, stage:3, alive, 210 days
155.5
DO45267
0 years, male, NA, stage:3, dead, 570 days
154.9
DO45101
0 years, male, NA, stage:2, alive, 1680 days
152.3
DO23527
0 years, male, NA, stage:1, alive, 1050 days
152.2
DO45099
0 years, male, NA, stage:3, alive, 1590 days
151.8
DO48716
0 years, male, NA, stage:2, alive, 720 days
151.8
DO45281
0 years, male, NA, stage:4, alive, 750 days
145.6
DO50859
0 years, male, NA, stage:2, alive, 180 days
143.7
DO23536
0 years, male, NA, stage:2, alive, 930 days
143.4
DO50787
0 years, male, NA, stage:3, alive, 480 days
143.4
DO48737
0 years, male, NA, stage:1, alive, 720 days
143.4
DO23509
0 years, male, NA, stage:3, dead, 780 days
140.1
DO48757
0 years, female, NA, stage:3, alive, 480 days
139.6
DO50802
0 years, male, NA, stage:2, alive, 930 days
139.6
DO23539
0 years, male, NA, stage:1, alive, 1110 days
139.4
DO48759
0 years, male, NA, stage:3, alive, 720 days
138.9
DO45115
0 years, male, NA, stage:2, alive, 840 days
137.8
DO48760
0 years, female, NA, stage:2, alive, 690 days
135.7
DO50840
0 years, male, NA, stage:2, alive, 330 days
135.6
DO45199
0 years, female, NA, stage:2, alive, 1350 days
134.2
DO45195
0 years, male, NA, stage:1, alive, 390 days
132.2
DO50813
0 years, male, NA, stage:2, alive, 420 days
132.2
DO45201
0 years, male, NA, stage:1, alive, 900 days
132.0
DO45117
0 years, female, NA, stage:2, dead, 1110 days
130.4
DO50791
0 years, female, NA, stage:1, dead, 480 days
127.3
DO45227
0 years, female, NA, stage:2, alive, 1020 days
127.2
DO50857
0 years, male, NA, stage:2, alive, 210 days
125.0
DO45109
0 years, male, NA, stage:2, alive, 1590 days
124.9
DO45217
0 years, female, NA, stage:3, dead, 270 days
124.6
DO23528
0 years, female, NA, stage:2, alive, 1020 days
124.6
DO23533
0 years, male, NA, stage:2, alive, 900 days
123.4
DO45229
0 years, male, NA, stage:1, alive, 990 days
122.8
DO45131
0 years, male, NA, stage:4, dead, 360 days
122.2
DO48701
0 years, male, NA, stage:2, alive, 780 days
120.9
DO45123
0 years, female, NA, stage:2, dead, 570 days
120.4
DO45179
0 years, female, NA, stage:2, alive, 600 days
119.9
DO45129
0 years, male, NA, stage:3, alive, 1470 days
118.8
DO23550
0 years, male, NA, stage:1, alive, 990 days
118.6
DO45261
0 years, male, NA, stage:3, alive, 990 days
118.6
DO45187
0 years, female, NA, stage:1, alive, 1260 days
118.5
DO48674
0 years, male, NA, stage:2, alive, 1260 days
117.1
DO23531
0 years, female, NA, stage:3, alive, 900 days
115.6
DO45095
0 years, male, NA, stage:2, alive, 1620 days
115.4
DO45175
0 years, male, NA, stage:2, alive, 1140 days
115.4
DO50774
0 years, female, NA, stage:2, alive, 720 days
115.0
DO48727
0 years, female, NA, stage:2, dead, 390 days
113.5
DO50832
0 years, male, NA, stage:3, alive, 90 days
113.0
DO48743
0 years, female, NA, stage:2, alive, 570 days
113.0
DO50776
0 years, male, NA, stage:1, alive, 690 days
106.9
DO45181
0 years, female, NA, stage:2, alive, 1200 days
106.5
DO23524
0 years, female, NA, stage:2, alive, 1050 days
105.9
DO23521
0 years, male, NA, stage:3, alive, 1110 days
105.8
DO23545
0 years, male, NA, stage:2, dead, 570 days
104.8
DO45239
0 years, male, NA, stage:2, alive, 870 days
103.3
DO23512
0 years, male, NA, stage:1, alive, 1260 days
100.1
DO48706
0 years, male, NA, stage:2, alive, 870 days
99.8
DO45191
0 years, female, NA, stage:2, alive, 1200 days
99.6
DO23535
0 years, male, NA, stage:1, alive, 960 days
96.7
DO45173
0 years, male, NA, stage:3, alive, 1170 days
96.2
DO50807
0 years, male, NA, stage:1, alive, 540 days
94.7
DO227643
0 years, male, NA, stage:2, alive, 1260 days
93.3
DO45093
0 years, male, NA, stage:2, dead, 720 days
93.2
DO23541
0 years, male, NA, stage:2, alive, 930 days
92.1
DO50844
0 years, male, NA, stage:4, alive, 300 days
91.9
DO45215
0 years, male, NA, stage:2, alive, 1170 days
91.3
DO23508
0 years, female, NA, stage:2, alive, 390 days
91.3
DO45119
0 years, male, NA, stage:3, dead, 510 days
90.6
DO23544
0 years, male, NA, stage:2, alive, 960 days
90.0
DO50799
0 years, female, NA, stage:2, alive, 540 days
89.5
DO45171
0 years, male, NA, stage:3, alive, 600 days
89.2
DO50811
0 years, male, NA, stage:1, alive, 450 days
88.3
DO45127
0 years, male, NA, stage:3, dead, 420 days
87.7
DO48736
0 years, female, NA, stage:1, alive, 600 days
87.2
DO50793
0 years, male, NA, stage:4, alive, 540 days
84.9
DO45219
0 years, male, NA, stage:2, alive, 1080 days
84.9
DO48725
0 years, male, NA, stage:1, alive, 780 days
84.6
DO23548
0 years, female, NA, stage:1, alive, 840 days
83.2
DO50822
0 years, male, NA, stage:2, alive, 510 days
82.8
DO45163
0 years, male, NA, stage:2, alive, 960 days
82.2
DO45197
0 years, male, NA, stage:2, alive, 1170 days
82.0
DO50855
0 years, male, NA, stage:2, alive, 570 days
82.0
DO50783
0 years, male, NA, stage:3, alive, 480 days
81.8
DO23538
0 years, male, NA, stage:2, alive, 450 days
81.6
DO48742
0 years, male, NA, stage:2, alive, 600 days
81.5
DO45157
0 years, male, NA, stage:2, alive, 1980 days
81.4
DO45113
0 years, male, NA, stage:3, alive, 1560 days
80.7
DO50817
0 years, male, NA, stage:2, alive, 390 days
79.0
DO48730
0 years, female, NA, stage:2, alive, 630 days
77.7
DO45233
0 years, male, NA, stage:3, alive, 900 days
76.2
DO45223
0 years, male, NA, stage:4, alive, 1020 days
75.9
DO45137
0 years, male, NA, stage:1, alive, 1320 days
75.7
DO50804
0 years, male, NA, stage:2, alive, 720 days
74.7
DO45209
0 years, male, NA, stage:4, alive, 1350 days
74.5
DO45225
0 years, male, NA, stage:1, alive, 1050 days
73.3
DO45141
0 years, male, NA, stage:2, alive, 1320 days
73.1
DO48677
0 years, male, NA, stage:3, alive, 1140 days
72.5
DO45213
0 years, male, NA, stage:1, alive, 1200 days
72.5
DO48746
0 years, male, NA, stage:3, alive, 570 days
72.1
DO50808
0 years, male, NA, stage:2, alive, 570 days
71.9
DO45177
0 years, female, NA, stage:3, alive, 1260 days
71.3
DO45265
0 years, male, NA, stage:3, alive, 1020 days
70.8
DO48704
0 years, female, NA, stage:3, alive, 750 days
70.3
DO23518
0 years, male, NA, stage:2, alive, 1320 days
70.0
DO48761
0 years, male, NA, stage:2, alive, 870 days
69.8
DO50818
0 years, male, NA, stage:2, alive, 510 days
69.8
DO45092
0 years, male, NA, stage:4, dead, 1200 days
69.7
DO45161
0 years, male, NA, stage:2, dead, 540 days
69.1
DO48751
0 years, male, NA, stage:2, dead, 480 days
68.8
DO45133
0 years, male, NA, stage:3, dead, 660 days
67.9
DO23526
0 years, male, NA, stage:3, alive, 1050 days
67.5
DO50809
0 years, male, NA, stage:3, dead, 720 days
67.4
DO45097
0 years, male, NA, stage:3, alive, 1620 days
66.8
DO48733
0 years, male, NA, stage:2, alive, 600 days
66.4
DO45203
0 years, female, NA, stage:2, alive, 1170 days
65.8
DO45094
0 years, male, NA, stage:3, alive, 1650 days
65.3
DO23549
0 years, male, NA, stage:3, alive, 990 days
64.9
DO23551
0 years, male, NA, stage:3, dead, 150 days
64.3
DO23513
0 years, male, NA, stage:3, alive, 1200 days
62.7
DO48719
0 years, male, NA, stage:2, alive, 690 days
60.8
DO45247
0 years, female, NA, stage:2, alive, 210 days
59.4
DO50805
0 years, male, NA, stage:2, alive, 690 days
59.3
DO48712
0 years, male, NA, stage:2, alive, 810 days
58.6
DO23529
0 years, male, NA, stage:4, alive, 930 days
58.4
DO45237
0 years, male, NA, stage:2, alive, 900 days
57.9
DO45121
0 years, male, NA, stage:3, alive, 1530 days
57.7
DO23546
0 years, male, NA, stage:2, alive, 1050 days
57.1
DO48695
0 years, male, NA, stage:2, alive, 720 days
56.6
DO23517
0 years, male, NA, stage:2, alive, 1200 days
55.7
DO45205
0 years, female, NA, stage:2, dead, 90 days
54.7
DO50798
0 years, male, NA, stage:3, dead, 30 days
54.7
DO48700
0 years, female, NA, stage:2, alive, 810 days
53.9
DO227801
0 years, female, NA, stage:1, alive, 660 days
51.9
DO23515
0 years, male, NA, stage:2, alive, 1230 days
51.7
DO50800
0 years, male, NA, stage:2, alive, 510 days
51.1
DO45165
0 years, male, NA, stage:2, alive, 690 days
49.5
DO45143
0 years, male, NA, stage:3, alive, 1290 days
47.6
DO45243
0 years, female, NA, stage:3, alive, 930 days
47.0
DO45259
0 years, male, NA, stage:3, alive, 330 days
44.7
DO23514
0 years, male, NA, stage:2, alive, 1290 days
43.3
DO45135
0 years, male, NA, stage:1, alive, 1410 days
43.0
DO48672
0 years, male, NA, stage:2, alive, 450 days
42.9
DO48679
0 years, male, NA, stage:2, alive, 1200 days
42.7
DO23542
0 years, male, NA, stage:3, alive, 960 days
42.3
DO23525
0 years, male, NA, stage:4, alive, 1050 days
41.7
DO45235
0 years, female, NA, stage:1, alive, 900 days
41.1
DO45231
0 years, male, NA, stage:2, alive, 930 days
40.2
DO45185
0 years, male, NA, stage:2, alive, 600 days
38.9
DO45189
0 years, female, NA, stage:2, alive, 1200 days
38.5
DO45153
0 years, female, NA, stage:2, alive, 1380 days
38.5
DO48732
0 years, male, NA, stage:3, alive, 630 days
37.0
DO45169
0 years, male, NA, stage:3, alive, 1350 days
36.2
DO45159
0 years, male, NA, stage:3, alive, 1470 days
35.9
DO50806
0 years, male, NA, stage:4, alive, 540 days
33.5
DO45289
0 years, female, NA, stage:3, alive, 360 days
32.9
DO45155
0 years, male, NA, stage:2, alive, 2160 days
32.3
DO50850
0 years, male, NA, stage:3, alive, 720 days
31.9
DO48682
0 years, female, NA, stage:3, dead, 120 days
31.7
DO23530
0 years, male, NA, stage:4, dead, 180 days
31.7
DO45273
0 years, male, NA, stage:2, alive, 480 days
31.4
DO23540
0 years, male, NA, stage:1, alive, 750 days
30.7
DO45257
0 years, male, NA, stage:3, alive, 810 days
30.3
DO48728
0 years, female, NA, stage:2, alive, 150 days
26.5
DO50815
0 years, male, NA, stage:3, alive, 150 days
26.4
DO23510
0 years, female, NA, stage:2, alive, 870 days
25.2
DO23547
0 years, male, NA, stage:1, alive, 1020 days
23.4
DO45253
0 years, male, NA, stage:2, alive, 870 days
23.3
DO48717
0 years, male, NA, stage:4, dead, 180 days
22.3
DO45269
0 years, male, NA, stage:3, alive, 750 days
21.8
DO45139
0 years, male, NA, stage:3, alive, 1320 days
20.5
DO45249
0 years, male, NA, stage:1, alive, 630 days
17.0
DO45303
0 years, female, NA, stage:3, alive, 990 days
14.9
DO45251
0 years, female, NA, stage:2, alive, 900 days
14.5
DO48747
0 years, male, NA, stage:3, alive, 540 days
12.7
DO50803
0 years, female, NA, stage:1, alive, 540 days
11.1
DO45145
0 years, male, NA, stage:3, dead, 60 days
10.9
DO45275
0 years, male, NA, stage:3, dead, 10 days
10.0
DO50829
0 years, male, NA, stage:3, alive, 570 days
9.0
DO23519
0 years, male, NA, stage:3, alive, 630 days
8.8
DO50778
0 years, male, NA, stage:4, alive, 630 days
7.4
DO45305
0 years, male, NA, stage:4, alive, 300 days
7.1
DO48720
0 years, female, NA, stage:2, alive, 570 days
7.0
DO45301
0 years, male, NA, stage:2, dead, 1440 days
6.8
DO45283
0 years, male, NA, stage:3, alive, 510 days
5.2
DO45279
0 years, male, NA, stage:3, alive, 1290 days
5.1
DO45287
0 years, male, NA, stage:1, alive, 390 days
4.0
DO45285
0 years, male, NA, stage:3, alive, 480 days
3.8
DO45307
0 years, female, NA, stage:4, dead, 240 days
2.4
DO45297
0 years, female, NA, stage:4, dead, 1260 days
1.8
DO23523
0 years, male, NA, stage:3, alive, 1080 days
1.7
DO45299
0 years, female, NA, stage:1, alive, 1440 days
0.8
DO45245
0 years, female, NA, stage:2, dead, 240 days
0.5
DO45277
0 years, male, NA, stage:3, alive, 600 days
0.4
DO45211
0 years, male, NA, stage:3, alive, 240 days
0.3
Show allShow less
LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)
Number of samples
330
Samples
Sample ID
Sample type
nRPX
877
Tumor
2.8
1027
Tumor
1.8
523
Tumor
1.6
135
Tumor
1.5
815
Tumor
1.4
671
Tumor
1.3
713
Tumor
1.3
981
Tumor
1.2
863
Tumor
1.2
517
Tumor
1.1
951
Tumor
1.1
685
Tumor
1.1
257
Tumor
1.1
471
Tumor
1.0
351
Tumor
1.0
567
Tumor
1.0
635
Tumor
1.0
125
Tumor
1.0
445
Tumor
0.9
741
Tumor
0.9
883
Tumor
0.9
271
Tumor
0.8
737
Tumor
0.8
743
Tumor
0.8
953
Tumor
0.8
331
Tumor
0.8
697
Tumor
0.8
343
Tumor
0.7
1025
Tumor
0.7
813
Tumor
0.7
785
Tumor
0.7
131
Tumor
0.7
483
Tumor
0.6
553
Tumor
0.6
745
Tumor
0.6
113
Tumor
0.6
537
Tumor
0.6
277
Tumor
0.6
393
Tumor
0.6
615
Tumor
0.6
967
Tumor
0.6
983
Tumor
0.6
147
Tumor
0.5
851
Tumor
0.5
435
Tumor
0.5
817
Tumor
0.5
727
Tumor
0.5
487
Tumor
0.5
715
Tumor
0.5
975
Tumor
0.5
387
Tumor
0.4
1031
Tumor
0.4
473
Tumor
0.4
665
Tumor
0.4
261
Tumor
0.4
375
Tumor
0.4
227
Tumor
0.4
525
Tumor
0.4
755
Tumor
0.4
431
Tumor
0.4
357
Tumor
0.4
112
Tumor
0.4
313
Tumor
0.3
137
Tumor
0.3
963
Tumor
0.3
355
Tumor
0.2
527
Tumor
0.2
921
Tumor
0.2
641
Tumor
0.2
455
Tumor
0.2
915
Tumor
0.2
881
Tumor
0.2
231
Tumor
0.2
663
Tumor
0.2
1021
Tumor
0.1
425
Tumor
0.1
1041
Tumor
0.1
192
Normal
0.1
124
Normal
0.1
367
Tumor
0.1
744
Normal
0.1
361
Tumor
0.1
365
Tumor
0.1
411
Tumor
0.0
857
Tumor
0.0
391
Tumor
0.0
267
Tumor
0.0
1013
Tumor
0.0
328
Normal
0.0
545
Tumor
0.0
957
Tumor
0.0
777
Tumor
0.0
145
Tumor
0.0
965
Tumor
0.0
515
Tumor
0.0
141
Tumor
0.0
221
Tumor
0.0
461
Tumor
0.0
185
Tumor
0.0
477
Tumor
0.0
1042
Normal
0.0
491
Tumor
0.0
923
Tumor
-0.1
452
Normal
-0.1
217
Tumor
-0.1
363
Tumor
-0.1
142
Normal
-0.1
938
Normal
-0.1
686
Normal
-0.1
627
Tumor
-0.1
538
Normal
-0.1
647
Tumor
-0.1
297
Tumor
-0.1
395
Tumor
-0.1
911
Tumor
-0.1
123
Tumor
-0.1
546
Normal
-0.1
524
Normal
-0.1
171
Tumor
-0.1
191
Tumor
-0.1
463
Tumor
-0.1
285
Tumor
-0.2
1028
Normal
-0.2
433
Tumor
-0.2
746
Normal
-0.2
977
Tumor
-0.2
342
Normal
-0.2
1032
Normal
-0.2
661
Tumor
-0.2
666
Normal
-0.2
778
Normal
-0.2
518
Normal
-0.2
526
Normal
-0.2
867
Tumor
-0.2
1045
Tumor
-0.2
695
Tumor
-0.2
312
Normal
-0.2
268
Normal
-0.2
468
Normal
-0.2
554
Normal
-0.2
232
Normal
-0.2
924
Normal
-0.2
278
Normal
-0.2
878
Normal
-0.2
344
Normal
-0.2
224
Normal
-0.2
385
Tumor
-0.2
964
Normal
-0.2
428
Normal
-0.2
465
Tumor
-0.3
954
Normal
-0.3
648
Normal
-0.3
161
Tumor
-0.3
311
Tumor
-0.3
111
Normal
-0.3
823
Tumor
-0.3
127
Tumor
-0.3
272
Normal
-0.3
534
Normal
-0.3
283
Tumor
-0.3
228
Normal
-0.3
1043
Tumor
-0.3
937
Tumor
-0.3
341
Tumor
-0.3
1022
Normal
-0.3
672
Normal
-0.3
956
Normal
-0.3
298
Normal
-0.3
1026
Normal
-0.3
786
Normal
-0.3
865
Tumor
-0.3
447
Tumor
-0.3
354
Normal
-0.3
262
Normal
-0.3
353
Tumor
-0.3
186
Normal
-0.3
451
Tumor
-0.3
132
Normal
-0.3
358
Normal
-0.3
513
Tumor
-0.3
446
Normal
-0.3
568
Normal
-0.3
423
Tumor
-0.3
913
Tumor
-0.4
1046
Normal
-0.4
488
Normal
-0.4
861
Tumor
-0.4
223
Tumor
-0.4
415
Tumor
-0.4
558
Normal
-0.4
218
Normal
-0.4
498
Normal
-0.4
136
Normal
-0.4
443
Tumor
-0.4
722
Normal
-0.4
484
Normal
-0.4
952
Normal
-0.4
472
Normal
-0.4
138
Normal
-0.4
714
Normal
-0.4
396
Normal
-0.4
573
Tumor
-0.4
466
Normal
-0.4
474
Normal
-0.4
716
Normal
-0.4
421
Tumor
-0.4
516
Normal
-0.4
533
Tumor
-0.4
563
Tumor
-0.4
386
Normal
-0.4
874
Normal
-0.4
944
Normal
-0.4
618
Normal
-0.4
327
Tumor
-0.4
816
Normal
-0.4
535
Tumor
-0.4
958
Normal
-0.4
557
Tumor
-0.4
368
Normal
-0.4
352
Normal
-0.4
126
Normal
-0.4
146
Normal
-0.4
723
Tumor
-0.4
258
Normal
-0.4
742
Normal
-0.4
128
Normal
-0.4
222
Normal
-0.4
436
Normal
-0.4
196
Normal
-0.5
456
Normal
-0.5
492
Normal
-0.5
394
Normal
-0.5
574
Normal
-0.5
943
Tumor
-0.5
1015
Tumor
-0.5
114
Normal
-0.5
696
Normal
-0.5
195
Tumor
-0.5
494
Normal
-0.5
642
Normal
-0.5
866
Normal
-0.5
756
Normal
-0.5
884
Normal
-0.5
444
Normal
-0.5
976
Normal
-0.5
864
Normal
-0.5
187
Tumor
-0.5
392
Normal
-0.5
868
Normal
-0.5
332
Normal
-0.5
982
Normal
-0.5
514
Normal
-0.6
852
Normal
-0.6
571
Tumor
-0.6
493
Tumor
-0.6
564
Normal
-0.6
968
Normal
-0.6
738
Normal
-0.6
412
Normal
-0.6
314
Normal
-0.6
528
Normal
-0.6
636
Normal
-0.6
448
Normal
-0.6
664
Normal
-0.6
572
Normal
-0.6
464
Normal
-0.6
616
Normal
-0.6
1014
Normal
-0.6
388
Normal
-0.6
481
Tumor
-0.6
862
Normal
-0.6
214
Normal
-0.6
662
Normal
-0.6
914
Normal
-0.6
882
Normal
-0.6
858
Normal
-0.6
432
Normal
-0.6
286
Normal
-0.6
814
Normal
-0.6
918
Normal
-0.7
497
Tumor
-0.7
213
Tumor
-0.7
955
Tumor
-0.7
362
Normal
-0.7
384
Normal
-0.7
172
Normal
-0.7
912
Normal
-0.7
728
Normal
-0.7
212
Normal
-0.7
916
Normal
-0.7
1016
Normal
-0.7
413
Tumor
-0.7
284
Normal
-0.7
416
Normal
-0.7
926
Normal
-0.7
922
Normal
-0.7
966
Normal
-0.7
427
Tumor
-0.7
536
Normal
-0.7
482
Normal
-0.7
467
Tumor
-0.7
426
Normal
-0.7
414
Normal
-0.7
148
Normal
-0.8
698
Normal
-0.8
628
Normal
-0.8
434
Normal
-0.8
873
Tumor
-0.8
462
Normal
-0.8
724
Normal
-0.8
422
Normal
-0.8
162
Normal
-0.8
818
Normal
-0.8
1044
Normal
-0.8
721
Tumor
-0.8
188
Normal
-0.8
364
Normal
-0.8
478
Normal
-0.8
824
Normal
-0.8
383
Tumor
-0.9
356
Normal
-0.9
424
Normal
-0.9
978
Normal
-0.9
984
Normal
-0.9
617
Tumor
-0.9
366
Normal
-0.9
917
Tumor
-0.9
211
Tumor
-1.0
925
Tumor
-1.0
376
Normal
-1.1
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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.