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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.
TALDO1 is potential prognostic, high expression is unfavorable 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
199.5
Number of samples
362
Samples
Sample
Description
TPM
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
994.2
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
924.4
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
858.6
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
643.9
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
627.4
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
606.3
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
585.5
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
580.0
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
569.6
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
563.6
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
544.5
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
540.7
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
536.6
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
519.7
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
473.6
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
452.1
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
450.5
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
449.9
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
449.3
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
445.9
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
442.3
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
441.6
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
427.3
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
423.6
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
414.7
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
407.7
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
406.8
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
398.4
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
395.2
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
389.1
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
380.9
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
365.9
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
360.7
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
359.2
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
357.8
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
354.0
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
351.0
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
350.3
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
349.4
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
349.4
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
346.7
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
338.9
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
329.3
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
325.2
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
323.0
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
317.7
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
317.4
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
314.5
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
313.6
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
311.1
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
305.8
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
304.8
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
302.5
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
299.4
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
298.8
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
297.4
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
296.9
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
296.2
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
294.0
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
292.7
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
291.9
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
291.3
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
287.1
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
285.7
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
284.0
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
280.4
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
278.6
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
273.8
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
270.6
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
270.3
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
267.8
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
266.7
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
265.7
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
265.3
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
263.0
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
260.2
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
246.1
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
244.7
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
244.7
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
244.1
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
243.1
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
242.9
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
242.8
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
241.0
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
240.6
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
240.5
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
240.1
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
240.0
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
238.8
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
238.2
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
238.1
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
237.7
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
236.4
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
234.5
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
233.9
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
233.6
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
233.2
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
232.7
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
231.3
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
230.9
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
230.9
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
230.3
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
229.6
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
229.0
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
228.1
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
224.1
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
222.9
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
222.6
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
222.2
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
221.9
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
220.5
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
214.5
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
213.1
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
212.7
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
212.5
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
212.4
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
212.1
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
211.5
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
208.4
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
206.4
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
206.3
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
202.9
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
202.0
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
201.5
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
201.1
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
199.7
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
199.3
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
198.5
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
197.4
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
197.2
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
196.9
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
195.5
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
194.7
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
194.1
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
192.6
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
192.1
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
190.2
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
190.0
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
189.8
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
189.7
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
188.8
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
187.4
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
187.0
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
186.3
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
185.7
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
185.6
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
183.2
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
181.2
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
181.1
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
180.6
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
180.4
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
179.6
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
179.2
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
178.6
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
177.9
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
177.0
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
176.4
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
176.3
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
175.4
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
175.2
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
174.8
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
174.5
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
171.4
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
171.1
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
169.9
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
169.4
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
169.2
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
168.9
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
168.2
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
166.5
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
165.7
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
165.6
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
165.6
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
165.2
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
164.4
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
163.8
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
163.5
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
163.1
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
162.9
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
162.8
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
162.2
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
161.6
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
161.2
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
159.7
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
159.2
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
158.8
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
158.4
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
156.9
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
156.4
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
155.8
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
155.4
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
153.1
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
153.1
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
152.1
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
151.2
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
150.6
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
148.5
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
147.9
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
147.9
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
147.5
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
145.9
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
145.7
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
145.7
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
145.3
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
145.2
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
144.4
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
143.6
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
143.5
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
143.1
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
141.6
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
141.3
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
141.2
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
141.1
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
140.8
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
139.8
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
139.2
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
139.1
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
138.7
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
138.4
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
138.4
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
137.8
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
137.2
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
136.0
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
136.0
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
135.8
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
135.7
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
135.7
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
135.5
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
135.0
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
134.2
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
133.9
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
133.8
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
133.7
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
133.7
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
132.9
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
132.7
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
132.7
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
131.9
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
131.2
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
131.1
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
130.3
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
130.2
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
130.1
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
128.4
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
128.1
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
127.7
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
127.5
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
127.5
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
126.8
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
125.4
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
125.3
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
125.1
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
125.0
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
125.0
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
124.9
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
124.4
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
123.7
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
123.5
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
123.2
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
123.0
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
122.7
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
122.6
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
122.3
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
121.2
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
119.0
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
118.1
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
117.5
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
116.9
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
116.8
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
116.5
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
116.5
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
115.8
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
114.8
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
114.3
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
114.2
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
114.0
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
113.3
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
112.8
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
112.5
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
111.2
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
110.6
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
110.3
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
109.8
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
109.5
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
109.1
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
108.2
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
108.0
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
106.2
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
106.0
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
105.4
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
105.3
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
105.1
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
104.6
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
104.4
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
104.3
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
104.0
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
104.0
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
103.7
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
103.0
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
102.9
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
102.9
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
102.9
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
102.8
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
102.6
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
102.5
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
101.4
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
101.4
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
101.4
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
101.3
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
100.9
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
99.9
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
99.5
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
99.3
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
98.7
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
98.6
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
98.4
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
97.5
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
97.0
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
97.0
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
96.9
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
96.8
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
96.4
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
96.1
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
93.7
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
93.6
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
93.0
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
92.4
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
92.1
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
92.1
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
91.2
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
91.2
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
91.0
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
90.4
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
90.2
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
87.2
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
86.5
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
84.5
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
84.2
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
83.8
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
83.6
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
81.7
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
81.0
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
80.7
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
80.1
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
79.4
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
79.1
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
78.9
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
78.6
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
78.6
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
78.1
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
78.0
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
76.4
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
74.4
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
73.1
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
71.6
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
71.1
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
70.9
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
68.0
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
67.0
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
65.1
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
60.4
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 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.
TALDO1 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
137.0
Number of samples
231
Samples
Sample
Description
TPM
DO23519
0 years, male, NA, stage:3, alive, 630 days
609.3
DO48723
0 years, male, NA, stage:1, alive, 600 days
477.7
DO45267
0 years, male, NA, stage:3, dead, 570 days
456.9
DO23523
0 years, male, NA, stage:3, alive, 1080 days
438.1
DO50822
0 years, male, NA, stage:2, alive, 510 days
394.0
DO45221
0 years, female, NA, stage:4, dead, 390 days
391.7
DO45281
0 years, male, NA, stage:4, alive, 750 days
347.9
DO23539
0 years, male, NA, stage:1, alive, 1110 days
347.1
DO45307
0 years, female, NA, stage:4, dead, 240 days
339.0
DO23510
0 years, female, NA, stage:2, alive, 870 days
322.7
DO50814
0 years, male, NA, stage:3, alive, 420 days
312.9
DO48757
0 years, female, NA, stage:3, alive, 480 days
310.9
DO50805
0 years, male, NA, stage:2, alive, 690 days
297.8
DO45092
0 years, male, NA, stage:4, dead, 1200 days
286.6
DO45175
0 years, male, NA, stage:2, alive, 1140 days
277.1
DO45211
0 years, male, NA, stage:3, alive, 240 days
273.7
DO45093
0 years, male, NA, stage:2, dead, 720 days
271.8
DO23508
0 years, female, NA, stage:2, alive, 390 days
271.1
DO23525
0 years, male, NA, stage:4, alive, 1050 days
261.5
DO50829
0 years, male, NA, stage:3, alive, 570 days
260.0
DO48672
0 years, male, NA, stage:2, alive, 450 days
255.3
DO45165
0 years, male, NA, stage:2, alive, 690 days
254.0
DO50804
0 years, male, NA, stage:2, alive, 720 days
246.8
DO48716
0 years, male, NA, stage:2, alive, 720 days
246.6
DO50798
0 years, male, NA, stage:3, dead, 30 days
245.3
DO48732
0 years, male, NA, stage:3, alive, 630 days
245.3
DO48679
0 years, male, NA, stage:2, alive, 1200 days
245.3
DO50839
0 years, female, NA, stage:3, alive, 330 days
241.5
DO45143
0 years, male, NA, stage:3, alive, 1290 days
239.3
DO45299
0 years, female, NA, stage:1, alive, 1440 days
238.1
DO45135
0 years, male, NA, stage:1, alive, 1410 days
233.5
DO45169
0 years, male, NA, stage:3, alive, 1350 days
229.8
DO50802
0 years, male, NA, stage:2, alive, 930 days
228.8
DO48682
0 years, female, NA, stage:3, dead, 120 days
224.2
DO45235
0 years, female, NA, stage:1, alive, 900 days
223.5
DO50799
0 years, female, NA, stage:2, alive, 540 days
223.0
DO48751
0 years, male, NA, stage:2, dead, 480 days
216.2
DO45157
0 years, male, NA, stage:2, alive, 1980 days
204.4
DO50791
0 years, female, NA, stage:1, dead, 480 days
201.2
DO50776
0 years, male, NA, stage:1, alive, 690 days
200.0
DO45129
0 years, male, NA, stage:3, alive, 1470 days
196.6
DO45297
0 years, female, NA, stage:4, dead, 1260 days
195.1
DO50785
0 years, male, NA, stage:4, dead, 90 days
195.0
DO48697
0 years, female, NA, stage:2, dead, 810 days
192.7
DO48747
0 years, male, NA, stage:3, alive, 540 days
191.9
DO45094
0 years, male, NA, stage:3, alive, 1650 days
191.1
DO48700
0 years, female, NA, stage:2, alive, 810 days
191.0
DO23547
0 years, male, NA, stage:1, alive, 1020 days
189.4
DO45245
0 years, female, NA, stage:2, dead, 240 days
188.1
DO45171
0 years, male, NA, stage:3, alive, 600 days
185.3
DO48741
0 years, male, NA, stage:3, alive, 240 days
184.6
DO45123
0 years, female, NA, stage:2, dead, 570 days
184.1
DO50778
0 years, male, NA, stage:4, alive, 630 days
183.2
DO23535
0 years, male, NA, stage:1, alive, 960 days
182.3
DO50808
0 years, male, NA, stage:2, alive, 570 days
179.6
DO23540
0 years, male, NA, stage:1, alive, 750 days
177.7
DO48695
0 years, male, NA, stage:2, alive, 720 days
176.1
DO45285
0 years, male, NA, stage:3, alive, 480 days
175.4
DO45145
0 years, male, NA, stage:3, dead, 60 days
175.3
DO227643
0 years, male, NA, stage:2, alive, 1260 days
174.5
DO45269
0 years, male, NA, stage:3, alive, 750 days
170.1
DO48725
0 years, male, NA, stage:1, alive, 780 days
169.1
DO50806
0 years, male, NA, stage:4, alive, 540 days
167.5
DO50825
0 years, male, NA, stage:2, alive, 390 days
165.8
DO45257
0 years, male, NA, stage:3, alive, 810 days
163.1
DO45115
0 years, male, NA, stage:2, alive, 840 days
163.1
DO23542
0 years, male, NA, stage:3, alive, 960 days
161.4
DO50850
0 years, male, NA, stage:3, alive, 720 days
160.2
DO45117
0 years, female, NA, stage:2, dead, 1110 days
157.2
DO50809
0 years, male, NA, stage:3, dead, 720 days
154.5
DO45161
0 years, male, NA, stage:2, dead, 540 days
153.4
DO45139
0 years, male, NA, stage:3, alive, 1320 days
152.0
DO50793
0 years, male, NA, stage:4, alive, 540 days
151.4
DO45205
0 years, female, NA, stage:2, dead, 90 days
149.4
DO45277
0 years, male, NA, stage:3, alive, 600 days
149.1
DO45173
0 years, male, NA, stage:3, alive, 1170 days
147.4
DO23541
0 years, male, NA, stage:2, alive, 930 days
146.6
DO48704
0 years, female, NA, stage:3, alive, 750 days
146.1
DO45283
0 years, male, NA, stage:3, alive, 510 days
143.7
DO45219
0 years, male, NA, stage:2, alive, 1080 days
141.7
DO50840
0 years, male, NA, stage:2, alive, 330 days
140.2
DO45273
0 years, male, NA, stage:2, alive, 480 days
140.1
DO23511
0 years, female, NA, stage:3, dead, 180 days
137.6
DO50832
0 years, male, NA, stage:3, alive, 90 days
137.2
DO23509
0 years, male, NA, stage:3, dead, 780 days
136.6
DO48759
0 years, male, NA, stage:3, alive, 720 days
135.2
DO45255
0 years, male, NA, stage:3, alive, 720 days
133.7
DO45253
0 years, male, NA, stage:2, alive, 870 days
133.4
DO45275
0 years, male, NA, stage:3, dead, 10 days
133.0
DO45119
0 years, male, NA, stage:3, dead, 510 days
128.6
DO23518
0 years, male, NA, stage:2, alive, 1320 days
128.4
DO48737
0 years, male, NA, stage:1, alive, 720 days
128.3
DO48728
0 years, female, NA, stage:2, alive, 150 days
127.9
DO23515
0 years, male, NA, stage:2, alive, 1230 days
127.7
DO45141
0 years, male, NA, stage:2, alive, 1320 days
127.4
DO48761
0 years, male, NA, stage:2, alive, 870 days
124.9
DO45177
0 years, female, NA, stage:3, alive, 1260 days
124.5
DO48701
0 years, male, NA, stage:2, alive, 780 days
124.1
DO45163
0 years, male, NA, stage:2, alive, 960 days
122.6
DO45289
0 years, female, NA, stage:3, alive, 360 days
122.5
DO45185
0 years, male, NA, stage:2, alive, 600 days
119.7
DO48742
0 years, male, NA, stage:2, alive, 600 days
119.7
DO23526
0 years, male, NA, stage:3, alive, 1050 days
119.6
DO45217
0 years, female, NA, stage:3, dead, 270 days
119.6
DO45155
0 years, male, NA, stage:2, alive, 2160 days
119.1
DO48743
0 years, female, NA, stage:2, alive, 570 days
118.1
DO48730
0 years, female, NA, stage:2, alive, 630 days
118.0
DO48720
0 years, female, NA, stage:2, alive, 570 days
117.6
DO48715
0 years, female, NA, stage:2, dead, 690 days
117.6
DO45259
0 years, male, NA, stage:3, alive, 330 days
116.5
DO50774
0 years, female, NA, stage:2, alive, 720 days
114.8
DO45131
0 years, male, NA, stage:4, dead, 360 days
114.3
DO45225
0 years, male, NA, stage:1, alive, 1050 days
113.6
DO23548
0 years, female, NA, stage:1, alive, 840 days
113.2
DO23516
0 years, male, NA, stage:3, dead, 20 days
111.2
DO50818
0 years, male, NA, stage:2, alive, 510 days
111.0
DO23533
0 years, male, NA, stage:2, alive, 900 days
110.3
DO23549
0 years, male, NA, stage:3, alive, 990 days
108.2
DO50844
0 years, male, NA, stage:4, alive, 300 days
107.8
DO48733
0 years, male, NA, stage:2, alive, 600 days
107.8
DO45179
0 years, female, NA, stage:2, alive, 600 days
107.3
DO50783
0 years, male, NA, stage:3, alive, 480 days
106.6
DO23546
0 years, male, NA, stage:2, alive, 1050 days
104.1
DO50787
0 years, male, NA, stage:3, alive, 480 days
103.9
DO45097
0 years, male, NA, stage:3, alive, 1620 days
102.9
DO48712
0 years, male, NA, stage:2, alive, 810 days
102.8
DO50819
0 years, female, NA, stage:2, alive, 510 days
101.6
DO45125
0 years, male, NA, stage:3, alive, 1680 days
100.1
DO50807
0 years, male, NA, stage:1, alive, 540 days
99.6
DO45287
0 years, male, NA, stage:1, alive, 390 days
99.5
DO45199
0 years, female, NA, stage:2, alive, 1350 days
99.4
DO45133
0 years, male, NA, stage:3, dead, 660 days
98.6
DO45243
0 years, female, NA, stage:3, alive, 930 days
98.0
DO45229
0 years, male, NA, stage:1, alive, 990 days
96.9
DO23552
0 years, female, NA, stage:1, alive, 810 days
96.6
DO23514
0 years, male, NA, stage:2, alive, 1290 days
95.6
DO45107
0 years, female, NA, stage:2, alive, 1710 days
94.3
DO45203
0 years, female, NA, stage:2, alive, 1170 days
94.0
DO45095
0 years, male, NA, stage:2, alive, 1620 days
93.0
DO45109
0 years, male, NA, stage:2, alive, 1590 days
92.5
DO45197
0 years, male, NA, stage:2, alive, 1170 days
90.7
DO45096
0 years, male, NA, stage:2, dead, 1290 days
90.5
DO45223
0 years, male, NA, stage:4, alive, 1020 days
90.2
DO48693
0 years, male, NA, stage:2, alive, 900 days
90.1
DO45167
0 years, male, NA, stage:2, dead, 1440 days
89.9
DO23527
0 years, male, NA, stage:1, alive, 1050 days
89.9
DO48706
0 years, male, NA, stage:2, alive, 870 days
89.7
DO50800
0 years, male, NA, stage:2, alive, 510 days
89.1
DO45113
0 years, male, NA, stage:3, alive, 1560 days
89.1
DO23513
0 years, male, NA, stage:3, alive, 1200 days
87.4
DO45227
0 years, female, NA, stage:2, alive, 1020 days
86.7
DO45153
0 years, female, NA, stage:2, alive, 1380 days
86.6
DO23543
0 years, male, NA, stage:2, alive, 1020 days
85.7
DO23545
0 years, male, NA, stage:2, dead, 570 days
85.7
DO45149
0 years, female, NA, stage:2, alive, 1260 days
85.5
DO45201
0 years, male, NA, stage:1, alive, 900 days
84.8
DO227801
0 years, female, NA, stage:1, alive, 660 days
84.7
DO45193
0 years, female, NA, stage:4, dead, 120 days
84.6
DO48677
0 years, male, NA, stage:3, alive, 1140 days
84.1
DO48719
0 years, male, NA, stage:2, alive, 690 days
83.2
DO23550
0 years, male, NA, stage:1, alive, 990 days
82.4
DO50811
0 years, male, NA, stage:1, alive, 450 days
82.0
DO50845
0 years, male, NA, stage:3, alive, 210 days
81.9
DO45101
0 years, male, NA, stage:2, alive, 1680 days
80.5
DO45305
0 years, male, NA, stage:4, alive, 300 days
80.2
DO23512
0 years, male, NA, stage:1, alive, 1260 days
80.2
DO50803
0 years, female, NA, stage:1, alive, 540 days
79.9
DO50820
0 years, female, NA, stage:3, alive, 510 days
79.8
DO45261
0 years, male, NA, stage:3, alive, 990 days
79.7
DO45137
0 years, male, NA, stage:1, alive, 1320 days
79.1
DO45159
0 years, male, NA, stage:3, alive, 1470 days
78.4
DO48674
0 years, male, NA, stage:2, alive, 1260 days
76.9
DO50813
0 years, male, NA, stage:2, alive, 420 days
76.5
DO50789
0 years, female, NA, stage:2, alive, 570 days
76.3
DO48736
0 years, female, NA, stage:1, alive, 600 days
76.1
DO48717
0 years, male, NA, stage:4, dead, 180 days
75.9
DO23524
0 years, female, NA, stage:2, alive, 1050 days
75.3
DO48727
0 years, female, NA, stage:2, dead, 390 days
74.9
DO45099
0 years, male, NA, stage:3, alive, 1590 days
74.8
DO23521
0 years, male, NA, stage:3, alive, 1110 days
74.7
DO45183
0 years, female, NA, stage:2, dead, 570 days
74.2
DO50859
0 years, male, NA, stage:2, alive, 180 days
74.0
DO45207
0 years, male, NA, stage:1, alive, 1050 days
74.0
DO23530
0 years, male, NA, stage:4, dead, 180 days
72.8
DO23536
0 years, male, NA, stage:2, alive, 930 days
72.5
DO45213
0 years, male, NA, stage:1, alive, 1200 days
72.1
DO45241
0 years, male, NA, stage:1, alive, 1080 days
71.8
DO45111
0 years, male, NA, stage:2, alive, 1590 days
68.8
DO45303
0 years, female, NA, stage:3, alive, 990 days
68.4
DO45301
0 years, male, NA, stage:2, dead, 1440 days
67.6
DO45191
0 years, female, NA, stage:2, alive, 1200 days
67.4
DO23534
0 years, male, NA, stage:2, alive, 840 days
66.8
DO45127
0 years, male, NA, stage:3, dead, 420 days
66.6
DO45121
0 years, male, NA, stage:3, alive, 1530 days
66.6
DO23528
0 years, female, NA, stage:2, alive, 1020 days
65.9
DO50855
0 years, male, NA, stage:2, alive, 570 days
65.9
DO45103
0 years, male, NA, stage:3, alive, 450 days
65.7
DO45215
0 years, male, NA, stage:2, alive, 1170 days
64.8
DO48760
0 years, female, NA, stage:2, alive, 690 days
63.7
DO45209
0 years, male, NA, stage:4, alive, 1350 days
63.1
DO45249
0 years, male, NA, stage:1, alive, 630 days
63.1
DO23537
0 years, male, NA, stage:2, dead, 900 days
63.0
DO45263
0 years, male, NA, stage:3, dead, 270 days
62.7
DO45279
0 years, male, NA, stage:3, alive, 1290 days
61.5
DO45195
0 years, male, NA, stage:1, alive, 390 days
59.9
DO50815
0 years, male, NA, stage:3, alive, 150 days
59.2
DO45091
0 years, male, NA, stage:2, dead, 1320 days
58.8
DO50857
0 years, male, NA, stage:2, alive, 210 days
57.7
DO45189
0 years, female, NA, stage:2, alive, 1200 days
57.7
DO23529
0 years, male, NA, stage:4, alive, 930 days
57.5
DO45237
0 years, male, NA, stage:2, alive, 900 days
57.1
DO45181
0 years, female, NA, stage:2, alive, 1200 days
56.7
DO48721
0 years, female, NA, stage:1, alive, 900 days
56.4
DO45251
0 years, female, NA, stage:2, alive, 900 days
56.1
DO45265
0 years, male, NA, stage:3, alive, 1020 days
54.4
DO23517
0 years, male, NA, stage:2, alive, 1200 days
53.8
DO45231
0 years, male, NA, stage:2, alive, 930 days
53.5
DO50817
0 years, male, NA, stage:2, alive, 390 days
53.2
DO45187
0 years, female, NA, stage:1, alive, 1260 days
52.4
DO23538
0 years, male, NA, stage:2, alive, 450 days
52.3
DO45105
0 years, male, NA, stage:1, alive, 1680 days
51.0
DO23544
0 years, male, NA, stage:2, alive, 960 days
50.4
DO45233
0 years, male, NA, stage:3, alive, 900 days
50.1
DO48746
0 years, male, NA, stage:3, alive, 570 days
49.9
DO23551
0 years, male, NA, stage:3, dead, 150 days
47.1
DO50816
0 years, male, NA, stage:2, alive, 390 days
46.7
DO23531
0 years, female, NA, stage:3, alive, 900 days
45.9
DO45239
0 years, male, NA, stage:2, alive, 870 days
45.3
DO45247
0 years, female, NA, stage:2, alive, 210 days
44.5
DO23532
0 years, female, NA, stage:1, alive, 960 days
44.3
DO48681
0 years, male, NA, stage:2, alive, 900 days
34.0
Show allShow less
LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)
Number of samples
330
Samples
Sample ID
Sample type
nRPX
533
Tumor
1.2
1041
Tumor
1.1
427
Tumor
1.0
327
Tumor
0.9
913
Tumor
0.9
267
Tumor
0.9
573
Tumor
0.8
537
Tumor
0.8
925
Tumor
0.7
911
Tumor
0.7
1027
Tumor
0.7
857
Tumor
0.7
513
Tumor
0.6
113
Tumor
0.6
487
Tumor
0.6
341
Tumor
0.5
873
Tumor
0.5
953
Tumor
0.5
883
Tumor
0.5
567
Tumor
0.5
1021
Tumor
0.5
395
Tumor
0.5
1014
Normal
0.4
477
Tumor
0.4
695
Tumor
0.4
525
Tumor
0.4
523
Tumor
0.4
777
Tumor
0.4
127
Tumor
0.4
535
Tumor
0.4
938
Normal
0.3
391
Tumor
0.3
328
Normal
0.3
488
Normal
0.3
421
Tumor
0.3
1046
Normal
0.3
1045
Tumor
0.3
161
Tumor
0.3
698
Normal
0.3
724
Normal
0.3
882
Normal
0.3
912
Normal
0.3
462
Normal
0.3
858
Normal
0.3
714
Normal
0.3
465
Tumor
0.2
862
Normal
0.2
878
Normal
0.2
824
Normal
0.2
484
Normal
0.2
944
Normal
0.2
112
Tumor
0.2
744
Normal
0.2
461
Tumor
0.2
534
Normal
0.2
344
Normal
0.2
298
Normal
0.2
984
Normal
0.2
964
Normal
0.2
1026
Normal
0.2
818
Normal
0.2
563
Tumor
0.2
415
Tumor
0.2
342
Normal
0.2
431
Tumor
0.2
746
Normal
0.2
756
Normal
0.2
951
Tumor
0.2
1013
Tumor
0.2
954
Normal
0.2
741
Tumor
0.2
482
Normal
0.2
332
Normal
0.2
448
Normal
0.2
145
Tumor
0.2
478
Normal
0.1
162
Normal
0.1
142
Normal
0.1
546
Normal
0.1
923
Tumor
0.1
647
Tumor
0.1
172
Normal
0.1
412
Normal
0.1
1032
Normal
0.1
472
Normal
0.1
1022
Normal
0.1
141
Tumor
0.1
937
Tumor
0.1
922
Normal
0.1
554
Normal
0.1
982
Normal
0.1
917
Tumor
0.1
924
Normal
0.1
394
Normal
0.1
376
Normal
0.1
185
Tumor
0.1
392
Normal
0.1
616
Normal
0.1
297
Tumor
0.1
466
Normal
0.1
356
Normal
0.1
866
Normal
0.1
474
Normal
0.1
311
Tumor
0.1
686
Normal
0.1
778
Normal
0.1
352
Normal
0.1
738
Normal
0.1
186
Normal
0.1
137
Tumor
0.1
958
Normal
0.1
926
Normal
0.1
528
Normal
0.1
222
Normal
0.1
443
Tumor
0.1
538
Normal
0.0
128
Normal
0.0
723
Tumor
0.0
786
Normal
0.0
955
Tumor
0.0
721
Tumor
0.0
191
Tumor
0.0
816
Normal
0.0
285
Tumor
0.0
742
Normal
0.0
367
Tumor
0.0
983
Tumor
0.0
232
Normal
0.0
355
Tumor
0.0
196
Normal
0.0
966
Normal
0.0
436
Normal
0.0
148
Normal
0.0
663
Tumor
0.0
413
Tumor
0.0
664
Normal
0.0
464
Normal
0.0
228
Normal
0.0
481
Tumor
0.0
713
Tumor
0.0
365
Tumor
0.0
456
Normal
0.0
171
Tumor
0.0
648
Normal
0.0
968
Normal
0.0
572
Normal
0.0
884
Normal
0.0
963
Tumor
0.0
568
Normal
0.0
423
Tumor
0.0
1016
Normal
0.0
978
Normal
0.0
952
Normal
0.0
976
Normal
0.0
361
Tumor
0.0
364
Normal
0.0
636
Normal
0.0
1028
Normal
0.0
286
Normal
0.0
498
Normal
0.0
666
Normal
0.0
665
Tumor
0.0
411
Tumor
0.0
918
Normal
0.0
388
Normal
0.0
353
Tumor
-0.1
428
Normal
-0.1
1044
Normal
-0.1
863
Tumor
-0.1
432
Normal
-0.1
867
Tumor
-0.1
146
Normal
-0.1
728
Normal
-0.1
257
Tumor
-0.1
284
Normal
-0.1
136
Normal
-0.1
187
Tumor
-0.1
518
Normal
-0.1
536
Normal
-0.1
737
Tumor
-0.1
314
Normal
-0.1
514
Normal
-0.1
467
Tumor
-0.1
135
Tumor
-0.1
755
Tumor
-0.1
426
Normal
-0.1
414
Normal
-0.1
696
Normal
-0.1
396
Normal
-0.1
527
Tumor
-0.1
446
Normal
-0.1
452
Normal
-0.1
224
Normal
-0.1
218
Normal
-0.1
483
Tumor
-0.1
493
Tumor
-0.1
916
Normal
-0.1
1042
Normal
-0.1
363
Tumor
-0.1
132
Normal
-0.1
564
Normal
-0.1
716
Normal
-0.1
1015
Tumor
-0.1
524
Normal
-0.1
627
Tumor
-0.1
618
Normal
-0.1
685
Tumor
-0.1
494
Normal
-0.1
358
Normal
-0.1
672
Normal
-0.1
957
Tumor
-0.1
864
Normal
-0.1
227
Tumor
-0.1
114
Normal
-0.1
615
Tumor
-0.1
965
Tumor
-0.1
278
Normal
-0.1
628
Normal
-0.1
375
Tumor
-0.1
111
Normal
-0.1
545
Tumor
-0.1
785
Tumor
-0.1
416
Normal
-0.1
635
Tumor
-0.1
558
Normal
-0.1
1031
Tumor
-0.1
851
Tumor
-0.1
313
Tumor
-0.1
272
Normal
-0.2
617
Tumor
-0.2
526
Normal
-0.2
868
Normal
-0.2
515
Tumor
-0.2
211
Tumor
-0.2
722
Normal
-0.2
874
Normal
-0.2
271
Tumor
-0.2
468
Normal
-0.2
212
Normal
-0.2
473
Tumor
-0.2
914
Normal
-0.2
192
Normal
-0.2
424
Normal
-0.2
357
Tumor
-0.2
435
Tumor
-0.2
852
Normal
-0.2
386
Normal
-0.2
354
Normal
-0.2
124
Normal
-0.2
814
Normal
-0.2
455
Tumor
-0.2
258
Normal
-0.2
434
Normal
-0.2
444
Normal
-0.2
817
Tumor
-0.2
865
Tumor
-0.2
384
Normal
-0.2
368
Normal
-0.2
147
Tumor
-0.2
422
Normal
-0.2
268
Normal
-0.2
956
Normal
-0.2
214
Normal
-0.2
126
Normal
-0.2
981
Tumor
-0.2
642
Normal
-0.2
223
Tumor
-0.2
662
Normal
-0.2
517
Tumor
-0.2
574
Normal
-0.2
447
Tumor
-0.2
813
Tumor
-0.2
823
Tumor
-0.3
433
Tumor
-0.3
366
Normal
-0.3
516
Normal
-0.3
138
Normal
-0.3
491
Tumor
-0.3
262
Normal
-0.3
943
Tumor
-0.3
217
Tumor
-0.3
383
Tumor
-0.3
697
Tumor
-0.3
277
Tumor
-0.3
312
Normal
-0.3
557
Tumor
-0.3
492
Normal
-0.3
231
Tumor
-0.3
977
Tumor
-0.3
967
Tumor
-0.3
387
Tumor
-0.3
195
Tumor
-0.3
123
Tumor
-0.3
125
Tumor
-0.3
921
Tumor
-0.3
451
Tumor
-0.3
471
Tumor
-0.3
188
Normal
-0.4
362
Normal
-0.4
815
Tumor
-0.4
861
Tumor
-0.4
331
Tumor
-0.4
221
Tumor
-0.4
915
Tumor
-0.4
463
Tumor
-0.4
553
Tumor
-0.4
1025
Tumor
-0.4
1043
Tumor
-0.4
393
Tumor
-0.4
261
Tumor
-0.4
715
Tumor
-0.5
497
Tumor
-0.5
881
Tumor
-0.5
445
Tumor
-0.5
571
Tumor
-0.5
727
Tumor
-0.5
975
Tumor
-0.5
213
Tumor
-0.6
283
Tumor
-0.6
641
Tumor
-0.6
661
Tumor
-0.6
351
Tumor
-0.6
343
Tumor
-0.7
877
Tumor
-0.7
425
Tumor
-0.7
671
Tumor
-0.8
745
Tumor
-0.8
385
Tumor
-0.8
131
Tumor
-1.0
743
Tumor
-1.7
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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.