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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.
G6PC1 is potential prognostic, high expression is favorable 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
138.8
Number of samples
362
Samples
Sample
Description
TPM
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
2055.3
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
1295.1
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
1179.3
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
966.3
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
924.0
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
741.7
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
627.4
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
622.8
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
598.0
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
590.1
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
589.4
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
572.8
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
562.5
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
554.7
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
520.7
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
508.2
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
507.2
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
492.4
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
492.2
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
485.3
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
461.1
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
444.2
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
431.3
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
411.2
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
399.4
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
395.6
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
372.2
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
366.9
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
360.5
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
357.8
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
353.3
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
349.7
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
340.7
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
336.5
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
331.4
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
327.6
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
310.8
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
307.6
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
304.1
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
299.2
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
298.2
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
297.6
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
294.6
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
287.0
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
285.1
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
281.7
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
278.2
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
275.5
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
274.3
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
270.0
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
264.4
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
262.9
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
259.4
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
256.3
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
254.3
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
250.7
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
247.8
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
245.1
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
243.9
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
240.6
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
237.2
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
234.3
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
232.2
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
231.8
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
231.6
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
226.0
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
224.2
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
217.2
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
212.7
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
211.0
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
207.2
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
203.6
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
203.3
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
201.7
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
200.5
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
199.8
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
195.5
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
191.3
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
190.7
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
190.1
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
187.6
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
185.7
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
183.8
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
183.2
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
183.0
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
180.5
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
177.9
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
177.5
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
175.7
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
173.6
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
171.7
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
168.4
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
167.9
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
164.6
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
163.6
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
161.0
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
160.4
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
159.5
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
158.9
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
158.4
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
157.1
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
154.1
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
152.2
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
152.1
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
150.4
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
150.4
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
149.9
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
149.4
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
145.8
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
142.8
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
139.8
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
139.3
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
137.4
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
136.5
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
136.3
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
135.6
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
134.0
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
133.7
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
132.8
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
132.2
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
131.5
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
129.3
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
129.2
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
128.9
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
128.1
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
127.4
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
126.2
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
125.9
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
123.9
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
121.4
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
121.0
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
118.7
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
116.0
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
115.4
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
114.7
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
112.7
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
112.1
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
111.4
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
111.4
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
111.0
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
109.2
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
109.2
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
108.8
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
108.0
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
105.6
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
105.3
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
104.9
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
104.7
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
103.7
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
103.2
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
101.9
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
100.4
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
99.2
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
99.1
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
97.9
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
97.0
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
97.0
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
95.8
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
95.6
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
93.9
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
93.1
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
93.0
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
92.7
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
92.1
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
90.4
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
87.7
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
85.8
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
85.3
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
84.9
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
83.6
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
83.5
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
83.5
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
83.0
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
83.0
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
82.9
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
82.6
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
81.1
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
80.9
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
80.6
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
78.2
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
78.1
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
78.1
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
77.8
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
75.8
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
74.8
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
74.8
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
74.5
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
74.4
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
74.0
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
73.5
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
71.3
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
71.3
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
70.6
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
70.1
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
69.7
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
69.5
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
69.0
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
68.7
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
68.2
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
67.9
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
65.9
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
65.7
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
65.1
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
64.7
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
64.0
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
63.6
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
63.4
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
62.4
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
60.5
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
60.3
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
60.1
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
59.6
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
59.0
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
57.7
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
57.6
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
56.9
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
56.5
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
55.8
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
55.6
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
55.0
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
54.9
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
54.5
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
54.4
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
54.0
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
53.6
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
53.1
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
53.1
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
53.0
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
52.9
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
50.7
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
50.1
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
49.9
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
49.7
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
49.7
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
49.4
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
48.7
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
48.2
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
47.7
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
47.5
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
47.3
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
47.1
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
47.0
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
46.0
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
45.9
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
45.9
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
45.3
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
45.2
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
44.7
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
44.2
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
43.9
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
43.7
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
43.3
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
43.2
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
43.0
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
41.5
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
41.1
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
40.1
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
39.9
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
39.5
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
39.3
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
35.4
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
34.4
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
34.0
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
32.7
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
31.5
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
31.4
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
31.2
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
30.7
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
30.6
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
30.6
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
29.8
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
29.4
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
29.1
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
29.1
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
28.6
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
28.1
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
28.0
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
27.3
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
25.8
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
24.8
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
24.1
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
24.0
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
23.7
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
23.2
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
23.0
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
22.9
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
21.3
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
21.3
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
20.0
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
19.6
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
19.0
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
19.0
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
19.0
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
18.8
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
18.7
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
18.3
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
17.8
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
17.7
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
17.6
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
16.9
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
16.7
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
16.0
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
16.0
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
15.7
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
15.5
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
15.2
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
15.2
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
15.0
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
14.9
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
14.9
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
14.8
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
14.6
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
14.3
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
14.2
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
13.9
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
13.5
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
13.1
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
12.7
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
11.7
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
11.4
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
11.3
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
11.3
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
11.3
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
10.9
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
10.3
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
10.3
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
9.6
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
9.1
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
8.5
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
7.7
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
7.6
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
6.8
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
6.8
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
6.7
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
6.6
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
6.1
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
6.0
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
5.4
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
5.3
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
4.8
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
4.4
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
3.8
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
3.8
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
3.5
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
3.4
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
3.0
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
2.4
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
2.2
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
2.1
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
1.9
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
1.6
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
1.1
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
0.7
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
0.6
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
0.6
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
0.4
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
0.3
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
0.2
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
0.2
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
0.1
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
0.1
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 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.
G6PC1 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
159.3
Number of samples
231
Samples
Sample
Description
TPM
DO23509
0 years, male, NA, stage:3, dead, 780 days
2751.0
DO45237
0 years, male, NA, stage:2, alive, 900 days
1915.3
DO45133
0 years, male, NA, stage:3, dead, 660 days
1490.1
DO45117
0 years, female, NA, stage:2, dead, 1110 days
1185.7
DO45175
0 years, male, NA, stage:2, alive, 1140 days
826.7
DO45121
0 years, male, NA, stage:3, alive, 1530 days
758.5
DO50817
0 years, male, NA, stage:2, alive, 390 days
751.4
DO48682
0 years, female, NA, stage:3, dead, 120 days
748.7
DO23528
0 years, female, NA, stage:2, alive, 1020 days
680.8
DO23516
0 years, male, NA, stage:3, dead, 20 days
673.1
DO227643
0 years, male, NA, stage:2, alive, 1260 days
561.3
DO50798
0 years, male, NA, stage:3, dead, 30 days
532.9
DO45111
0 years, male, NA, stage:2, alive, 1590 days
517.6
DO45091
0 years, male, NA, stage:2, dead, 1320 days
481.0
DO45159
0 years, male, NA, stage:3, alive, 1470 days
465.4
DO45097
0 years, male, NA, stage:3, alive, 1620 days
447.1
DO48721
0 years, female, NA, stage:1, alive, 900 days
435.4
DO48719
0 years, male, NA, stage:2, alive, 690 days
408.3
DO45096
0 years, male, NA, stage:2, dead, 1290 days
401.0
DO45099
0 years, male, NA, stage:3, alive, 1590 days
389.2
DO23533
0 years, male, NA, stage:2, alive, 900 days
386.7
DO45123
0 years, female, NA, stage:2, dead, 570 days
370.2
DO23512
0 years, male, NA, stage:1, alive, 1260 days
347.6
DO45113
0 years, male, NA, stage:3, alive, 1560 days
339.5
DO48681
0 years, male, NA, stage:2, alive, 900 days
332.8
DO45253
0 years, male, NA, stage:2, alive, 870 days
303.3
DO50799
0 years, female, NA, stage:2, alive, 540 days
301.0
DO45125
0 years, male, NA, stage:3, alive, 1680 days
300.8
DO23538
0 years, male, NA, stage:2, alive, 450 days
277.2
DO48677
0 years, male, NA, stage:3, alive, 1140 days
276.1
DO45257
0 years, male, NA, stage:3, alive, 810 days
274.7
DO45177
0 years, female, NA, stage:3, alive, 1260 days
274.6
DO45199
0 years, female, NA, stage:2, alive, 1350 days
269.8
DO45215
0 years, male, NA, stage:2, alive, 1170 days
263.9
DO45094
0 years, male, NA, stage:3, alive, 1650 days
250.9
DO23534
0 years, male, NA, stage:2, alive, 840 days
247.6
DO45281
0 years, male, NA, stage:4, alive, 750 days
237.0
DO23532
0 years, female, NA, stage:1, alive, 960 days
230.8
DO45193
0 years, female, NA, stage:4, dead, 120 days
230.3
DO48716
0 years, male, NA, stage:2, alive, 720 days
229.9
DO50789
0 years, female, NA, stage:2, alive, 570 days
227.5
DO23518
0 years, male, NA, stage:2, alive, 1320 days
227.4
DO23548
0 years, female, NA, stage:1, alive, 840 days
223.5
DO23521
0 years, male, NA, stage:3, alive, 1110 days
222.7
DO48727
0 years, female, NA, stage:2, dead, 390 days
219.7
DO23543
0 years, male, NA, stage:2, alive, 1020 days
215.0
DO48674
0 years, male, NA, stage:2, alive, 1260 days
204.2
DO48715
0 years, female, NA, stage:2, dead, 690 days
202.1
DO48736
0 years, female, NA, stage:1, alive, 600 days
200.2
DO50857
0 years, male, NA, stage:2, alive, 210 days
200.2
DO48759
0 years, male, NA, stage:3, alive, 720 days
197.3
DO50814
0 years, male, NA, stage:3, alive, 420 days
197.0
DO45107
0 years, female, NA, stage:2, alive, 1710 days
191.7
DO45115
0 years, male, NA, stage:2, alive, 840 days
189.7
DO23550
0 years, male, NA, stage:1, alive, 990 days
184.7
DO45261
0 years, male, NA, stage:3, alive, 990 days
178.7
DO23537
0 years, male, NA, stage:2, dead, 900 days
177.9
DO48672
0 years, male, NA, stage:2, alive, 450 days
177.9
DO45225
0 years, male, NA, stage:1, alive, 1050 days
177.2
DO50844
0 years, male, NA, stage:4, alive, 300 days
172.6
DO23545
0 years, male, NA, stage:2, dead, 570 days
170.3
DO45141
0 years, male, NA, stage:2, alive, 1320 days
168.5
DO45181
0 years, female, NA, stage:2, alive, 1200 days
167.9
DO45197
0 years, male, NA, stage:2, alive, 1170 days
167.6
DO50816
0 years, male, NA, stage:2, alive, 390 days
163.8
DO50804
0 years, male, NA, stage:2, alive, 720 days
162.2
DO48760
0 years, female, NA, stage:2, alive, 690 days
161.7
DO45203
0 years, female, NA, stage:2, alive, 1170 days
160.7
DO23539
0 years, male, NA, stage:1, alive, 1110 days
159.4
DO50832
0 years, male, NA, stage:3, alive, 90 days
143.3
DO48746
0 years, male, NA, stage:3, alive, 570 days
143.1
DO45255
0 years, male, NA, stage:3, alive, 720 days
142.4
DO23531
0 years, female, NA, stage:3, alive, 900 days
141.0
DO48742
0 years, male, NA, stage:2, alive, 600 days
140.9
DO45187
0 years, female, NA, stage:1, alive, 1260 days
140.5
DO23517
0 years, male, NA, stage:2, alive, 1200 days
137.6
DO45223
0 years, male, NA, stage:4, alive, 1020 days
136.8
DO45233
0 years, male, NA, stage:3, alive, 900 days
135.5
DO50774
0 years, female, NA, stage:2, alive, 720 days
131.7
DO50793
0 years, male, NA, stage:4, alive, 540 days
129.0
DO23513
0 years, male, NA, stage:3, alive, 1200 days
126.6
DO23527
0 years, male, NA, stage:1, alive, 1050 days
126.0
DO23529
0 years, male, NA, stage:4, alive, 930 days
124.0
DO45235
0 years, female, NA, stage:1, alive, 900 days
123.9
DO45247
0 years, female, NA, stage:2, alive, 210 days
121.7
DO45169
0 years, male, NA, stage:3, alive, 1350 days
121.2
DO50818
0 years, male, NA, stage:2, alive, 510 days
119.9
DO48704
0 years, female, NA, stage:3, alive, 750 days
118.7
DO48706
0 years, male, NA, stage:2, alive, 870 days
118.2
DO45153
0 years, female, NA, stage:2, alive, 1380 days
116.7
DO50807
0 years, male, NA, stage:1, alive, 540 days
116.6
DO45191
0 years, female, NA, stage:2, alive, 1200 days
116.5
DO45137
0 years, male, NA, stage:1, alive, 1320 days
115.9
DO48712
0 years, male, NA, stage:2, alive, 810 days
115.3
DO23536
0 years, male, NA, stage:2, alive, 930 days
112.9
DO23552
0 years, female, NA, stage:1, alive, 810 days
112.8
DO50800
0 years, male, NA, stage:2, alive, 510 days
112.3
DO45227
0 years, female, NA, stage:2, alive, 1020 days
112.2
DO23515
0 years, male, NA, stage:2, alive, 1230 days
110.4
DO48695
0 years, male, NA, stage:2, alive, 720 days
109.4
DO50809
0 years, male, NA, stage:3, dead, 720 days
109.4
DO45129
0 years, male, NA, stage:3, alive, 1470 days
108.2
DO45243
0 years, female, NA, stage:3, alive, 930 days
104.3
DO23541
0 years, male, NA, stage:2, alive, 930 days
104.3
DO48693
0 years, male, NA, stage:2, alive, 900 days
103.6
DO50840
0 years, male, NA, stage:2, alive, 330 days
101.7
DO45179
0 years, female, NA, stage:2, alive, 600 days
101.4
DO48717
0 years, male, NA, stage:4, dead, 180 days
99.7
DO45149
0 years, female, NA, stage:2, alive, 1260 days
98.2
DO45231
0 years, male, NA, stage:2, alive, 930 days
97.8
DO50813
0 years, male, NA, stage:2, alive, 420 days
96.7
DO48732
0 years, male, NA, stage:3, alive, 630 days
96.7
DO45109
0 years, male, NA, stage:2, alive, 1590 days
96.4
DO45229
0 years, male, NA, stage:1, alive, 990 days
94.2
DO23546
0 years, male, NA, stage:2, alive, 1050 days
93.6
DO45101
0 years, male, NA, stage:2, alive, 1680 days
92.3
DO45213
0 years, male, NA, stage:1, alive, 1200 days
90.8
DO45273
0 years, male, NA, stage:2, alive, 480 days
88.9
DO45163
0 years, male, NA, stage:2, alive, 960 days
88.2
DO50787
0 years, male, NA, stage:3, alive, 480 days
86.5
DO50859
0 years, male, NA, stage:2, alive, 180 days
85.0
DO45161
0 years, male, NA, stage:2, dead, 540 days
82.5
DO50791
0 years, female, NA, stage:1, dead, 480 days
80.9
DO50855
0 years, male, NA, stage:2, alive, 570 days
80.9
DO45239
0 years, male, NA, stage:2, alive, 870 days
79.7
DO23514
0 years, male, NA, stage:2, alive, 1290 days
79.4
DO45173
0 years, male, NA, stage:3, alive, 1170 days
76.9
DO45207
0 years, male, NA, stage:1, alive, 1050 days
76.6
DO45105
0 years, male, NA, stage:1, alive, 1680 days
75.8
DO50819
0 years, female, NA, stage:2, alive, 510 days
75.0
DO50811
0 years, male, NA, stage:1, alive, 450 days
74.7
DO48761
0 years, male, NA, stage:2, alive, 870 days
74.7
DO45135
0 years, male, NA, stage:1, alive, 1410 days
73.2
DO45183
0 years, female, NA, stage:2, dead, 570 days
72.4
DO48701
0 years, male, NA, stage:2, alive, 780 days
71.4
DO45131
0 years, male, NA, stage:4, dead, 360 days
69.2
DO50820
0 years, female, NA, stage:3, alive, 510 days
67.9
DO50845
0 years, male, NA, stage:3, alive, 210 days
67.6
DO23524
0 years, female, NA, stage:2, alive, 1050 days
66.8
DO50785
0 years, male, NA, stage:4, dead, 90 days
65.8
DO23511
0 years, female, NA, stage:3, dead, 180 days
65.6
DO45157
0 years, male, NA, stage:2, alive, 1980 days
64.5
DO48720
0 years, female, NA, stage:2, alive, 570 days
64.3
DO23508
0 years, female, NA, stage:2, alive, 390 days
60.4
DO48741
0 years, male, NA, stage:3, alive, 240 days
56.8
DO48757
0 years, female, NA, stage:3, alive, 480 days
55.5
DO50803
0 years, female, NA, stage:1, alive, 540 days
55.4
DO45201
0 years, male, NA, stage:1, alive, 900 days
52.8
DO45095
0 years, male, NA, stage:2, alive, 1620 days
49.4
DO48737
0 years, male, NA, stage:1, alive, 720 days
47.0
DO45103
0 years, male, NA, stage:3, alive, 450 days
45.1
DO23535
0 years, male, NA, stage:1, alive, 960 days
45.1
DO48723
0 years, male, NA, stage:1, alive, 600 days
43.8
DO50806
0 years, male, NA, stage:4, alive, 540 days
42.4
DO48697
0 years, female, NA, stage:2, dead, 810 days
39.8
DO48725
0 years, male, NA, stage:1, alive, 780 days
38.3
DO45119
0 years, male, NA, stage:3, dead, 510 days
37.4
DO23525
0 years, male, NA, stage:4, alive, 1050 days
36.7
DO23540
0 years, male, NA, stage:1, alive, 750 days
36.5
DO23526
0 years, male, NA, stage:3, alive, 1050 days
36.3
DO45241
0 years, male, NA, stage:1, alive, 1080 days
36.3
DO48728
0 years, female, NA, stage:2, alive, 150 days
35.6
DO45219
0 years, male, NA, stage:2, alive, 1080 days
33.3
DO50783
0 years, male, NA, stage:3, alive, 480 days
32.1
DO45259
0 years, male, NA, stage:3, alive, 330 days
31.9
DO45195
0 years, male, NA, stage:1, alive, 390 days
31.8
DO23530
0 years, male, NA, stage:4, dead, 180 days
29.0
DO45143
0 years, male, NA, stage:3, alive, 1290 days
28.4
DO48679
0 years, male, NA, stage:2, alive, 1200 days
26.3
DO48743
0 years, female, NA, stage:2, alive, 570 days
26.1
DO45139
0 years, male, NA, stage:3, alive, 1320 days
25.8
DO48700
0 years, female, NA, stage:2, alive, 810 days
25.6
DO23551
0 years, male, NA, stage:3, dead, 150 days
24.5
DO45092
0 years, male, NA, stage:4, dead, 1200 days
23.8
DO45093
0 years, male, NA, stage:2, dead, 720 days
22.0
DO23510
0 years, female, NA, stage:2, alive, 870 days
21.4
DO45167
0 years, male, NA, stage:2, dead, 1440 days
21.1
DO48733
0 years, male, NA, stage:2, alive, 600 days
20.6
DO45165
0 years, male, NA, stage:2, alive, 690 days
20.4
DO45209
0 years, male, NA, stage:4, alive, 1350 days
19.3
DO45221
0 years, female, NA, stage:4, dead, 390 days
19.2
DO48730
0 years, female, NA, stage:2, alive, 630 days
18.7
DO50776
0 years, male, NA, stage:1, alive, 690 days
18.2
DO45267
0 years, male, NA, stage:3, dead, 570 days
18.1
DO50808
0 years, male, NA, stage:2, alive, 570 days
18.1
DO45265
0 years, male, NA, stage:3, alive, 1020 days
18.0
DO23542
0 years, male, NA, stage:3, alive, 960 days
17.4
DO23549
0 years, male, NA, stage:3, alive, 990 days
16.9
DO45205
0 years, female, NA, stage:2, dead, 90 days
13.9
DO50825
0 years, male, NA, stage:2, alive, 390 days
13.5
DO50805
0 years, male, NA, stage:2, alive, 690 days
12.4
DO45269
0 years, male, NA, stage:3, alive, 750 days
11.9
DO45263
0 years, male, NA, stage:3, dead, 270 days
11.6
DO227801
0 years, female, NA, stage:1, alive, 660 days
11.2
DO50802
0 years, male, NA, stage:2, alive, 930 days
11.0
DO50839
0 years, female, NA, stage:3, alive, 330 days
10.9
DO45251
0 years, female, NA, stage:2, alive, 900 days
10.8
DO23544
0 years, male, NA, stage:2, alive, 960 days
10.8
DO50778
0 years, male, NA, stage:4, alive, 630 days
8.3
DO50829
0 years, male, NA, stage:3, alive, 570 days
7.9
DO45249
0 years, male, NA, stage:1, alive, 630 days
7.6
DO45171
0 years, male, NA, stage:3, alive, 600 days
7.5
DO45217
0 years, female, NA, stage:3, dead, 270 days
6.5
DO45303
0 years, female, NA, stage:3, alive, 990 days
5.6
DO45155
0 years, male, NA, stage:2, alive, 2160 days
5.4
DO50850
0 years, male, NA, stage:3, alive, 720 days
5.2
DO45185
0 years, male, NA, stage:2, alive, 600 days
4.0
DO23519
0 years, male, NA, stage:3, alive, 630 days
3.5
DO23547
0 years, male, NA, stage:1, alive, 1020 days
2.7
DO50822
0 years, male, NA, stage:2, alive, 510 days
2.7
DO45127
0 years, male, NA, stage:3, dead, 420 days
2.2
DO45301
0 years, male, NA, stage:2, dead, 1440 days
1.4
DO45279
0 years, male, NA, stage:3, alive, 1290 days
1.3
DO45305
0 years, male, NA, stage:4, alive, 300 days
1.3
DO45189
0 years, female, NA, stage:2, alive, 1200 days
1.2
DO45287
0 years, male, NA, stage:1, alive, 390 days
1.1
DO48751
0 years, male, NA, stage:2, dead, 480 days
0.9
DO45289
0 years, female, NA, stage:3, alive, 360 days
0.8
DO48747
0 years, male, NA, stage:3, alive, 540 days
0.6
DO50815
0 years, male, NA, stage:3, alive, 150 days
0.4
DO45277
0 years, male, NA, stage:3, alive, 600 days
0.4
DO45283
0 years, male, NA, stage:3, alive, 510 days
0.4
DO45245
0 years, female, NA, stage:2, dead, 240 days
0.3
DO45145
0 years, male, NA, stage:3, dead, 60 days
0.2
DO45285
0 years, male, NA, stage:3, alive, 480 days
0.2
DO45275
0 years, male, NA, stage:3, dead, 10 days
0.2
DO45299
0 years, female, NA, stage:1, alive, 1440 days
0.1
DO45297
0 years, female, NA, stage:4, dead, 1260 days
0.1
DO45307
0 years, female, NA, stage:4, dead, 240 days
0.1
DO45211
0 years, male, NA, stage:3, alive, 240 days
0.0
DO23523
0 years, male, NA, stage:3, alive, 1080 days
0.0
Show allShow less
LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)
Number of samples
330
Samples
Sample ID
Sample type
nRPX
471
Tumor
N/A
351
Tumor
N/A
472
Normal
N/A
231
Tumor
N/A
352
Normal
N/A
473
Tumor
N/A
111
Normal
N/A
232
Normal
N/A
353
Tumor
N/A
474
Normal
N/A
112
Tumor
N/A
354
Normal
N/A
113
Tumor
N/A
355
Tumor
N/A
114
Normal
N/A
356
Normal
N/A
477
Tumor
N/A
357
Tumor
N/A
478
Normal
N/A
358
Normal
N/A
911
Tumor
N/A
912
Normal
N/A
913
Tumor
N/A
914
Normal
N/A
915
Tumor
N/A
916
Normal
N/A
917
Tumor
N/A
918
Normal
N/A
481
Tumor
N/A
361
Tumor
N/A
482
Normal
N/A
362
Normal
N/A
483
Tumor
N/A
363
Tumor
N/A
484
Normal
N/A
364
Normal
N/A
123
Tumor
N/A
365
Tumor
N/A
124
Normal
N/A
366
Normal
N/A
487
Tumor
N/A
125
Tumor
N/A
367
Tumor
N/A
488
Normal
N/A
126
Normal
N/A
368
Normal
N/A
127
Tumor
N/A
128
Normal
N/A
921
Tumor
N/A
922
Normal
N/A
923
Tumor
N/A
924
Normal
N/A
925
Tumor
N/A
926
Normal
N/A
491
Tumor
N/A
492
Normal
N/A
493
Tumor
N/A
131
Tumor
N/A
494
Normal
N/A
132
Normal
N/A
375
Tumor
N/A
376
Normal
N/A
497
Tumor
N/A
135
Tumor
N/A
498
Normal
N/A
136
Normal
N/A
257
Tumor
N/A
137
Tumor
N/A
258
Normal
N/A
138
Normal
N/A
813
Tumor
N/A
814
Normal
N/A
815
Tumor
N/A
816
Normal
N/A
937
Tumor
N/A
817
Tumor
N/A
938
Normal
N/A
818
Normal
N/A
261
Tumor
N/A
141
Tumor
N/A
262
Normal
N/A
383
Tumor
N/A
142
Normal
N/A
384
Normal
N/A
385
Tumor
N/A
386
Normal
N/A
145
Tumor
N/A
387
Tumor
N/A
146
Normal
N/A
267
Tumor
N/A
388
Normal
N/A
147
Tumor
N/A
268
Normal
N/A
148
Normal
N/A
943
Tumor
N/A
823
Tumor
N/A
944
Normal
N/A
824
Normal
N/A
1022
Normal
N/A
1021
Tumor
N/A
391
Tumor
N/A
271
Tumor
N/A
392
Normal
N/A
272
Normal
N/A
393
Tumor
N/A
394
Normal
N/A
395
Tumor
N/A
396
Normal
N/A
277
Tumor
N/A
1016
Normal
N/A
278
Normal
N/A
1015
Tumor
N/A
1014
Normal
N/A
951
Tumor
N/A
1013
Tumor
N/A
952
Normal
N/A
953
Tumor
N/A
954
Normal
N/A
713
Tumor
N/A
955
Tumor
N/A
714
Normal
N/A
956
Normal
N/A
715
Tumor
N/A
957
Tumor
N/A
716
Normal
N/A
958
Normal
N/A
1032
Normal
N/A
1031
Tumor
N/A
161
Tumor
N/A
162
Normal
N/A
283
Tumor
N/A
284
Normal
N/A
285
Tumor
N/A
286
Normal
N/A
1028
Normal
N/A
1027
Tumor
N/A
1026
Normal
N/A
1025
Tumor
N/A
721
Tumor
N/A
963
Tumor
N/A
722
Normal
N/A
964
Normal
N/A
723
Tumor
N/A
965
Tumor
N/A
724
Normal
N/A
966
Normal
N/A
967
Tumor
N/A
968
Normal
N/A
727
Tumor
N/A
728
Normal
N/A
1044
Normal
N/A
1043
Tumor
N/A
1042
Normal
N/A
1041
Tumor
N/A
171
Tumor
N/A
172
Normal
N/A
297
Tumor
N/A
298
Normal
N/A
851
Tumor
N/A
852
Normal
N/A
975
Tumor
N/A
976
Normal
N/A
977
Tumor
N/A
615
Tumor
N/A
857
Tumor
N/A
978
Normal
N/A
616
Normal
N/A
737
Tumor
N/A
858
Normal
N/A
617
Tumor
N/A
738
Normal
N/A
618
Normal
N/A
185
Tumor
N/A
186
Normal
N/A
187
Tumor
N/A
188
Normal
N/A
981
Tumor
N/A
861
Tumor
N/A
982
Normal
N/A
741
Tumor
N/A
862
Normal
N/A
983
Tumor
N/A
742
Normal
N/A
863
Tumor
N/A
984
Normal
N/A
1046
Normal
N/A
743
Tumor
N/A
864
Normal
N/A
1045
Tumor
N/A
744
Normal
N/A
865
Tumor
N/A
745
Tumor
N/A
866
Normal
N/A
746
Normal
N/A
867
Tumor
N/A
868
Normal
N/A
627
Tumor
N/A
628
Normal
N/A
191
Tumor
N/A
192
Normal
N/A
195
Tumor
N/A
196
Normal
N/A
873
Tumor
N/A
874
Normal
N/A
513
Tumor
N/A
755
Tumor
N/A
514
Normal
N/A
635
Tumor
N/A
756
Normal
N/A
877
Tumor
N/A
515
Tumor
N/A
636
Normal
N/A
878
Normal
N/A
516
Normal
N/A
517
Tumor
N/A
518
Normal
N/A
881
Tumor
N/A
882
Normal
N/A
641
Tumor
N/A
883
Tumor
N/A
642
Normal
N/A
884
Normal
N/A
523
Tumor
N/A
524
Normal
N/A
525
Tumor
N/A
526
Normal
N/A
647
Tumor
N/A
527
Tumor
N/A
648
Normal
N/A
528
Normal
N/A
411
Tumor
N/A
412
Normal
N/A
533
Tumor
N/A
413
Tumor
N/A
534
Normal
N/A
414
Normal
N/A
535
Tumor
N/A
777
Tumor
N/A
415
Tumor
N/A
536
Normal
N/A
778
Normal
N/A
416
Normal
N/A
537
Tumor
N/A
538
Normal
N/A
661
Tumor
N/A
662
Normal
N/A
421
Tumor
N/A
663
Tumor
N/A
422
Normal
N/A
664
Normal
N/A
785
Tumor
N/A
423
Tumor
N/A
665
Tumor
N/A
786
Normal
N/A
424
Normal
N/A
545
Tumor
N/A
666
Normal
N/A
425
Tumor
N/A
546
Normal
N/A
426
Normal
N/A
427
Tumor
N/A
428
Normal
N/A
671
Tumor
N/A
672
Normal
N/A
431
Tumor
N/A
311
Tumor
N/A
432
Normal
N/A
553
Tumor
N/A
312
Normal
N/A
433
Tumor
N/A
554
Normal
N/A
313
Tumor
N/A
434
Normal
N/A
314
Normal
N/A
435
Tumor
N/A
436
Normal
N/A
557
Tumor
N/A
558
Normal
N/A
563
Tumor
N/A
443
Tumor
N/A
564
Normal
N/A
685
Tumor
N/A
444
Normal
N/A
686
Normal
N/A
445
Tumor
N/A
446
Normal
N/A
567
Tumor
N/A
447
Tumor
N/A
568
Normal
N/A
327
Tumor
N/A
448
Normal
N/A
328
Normal
N/A
571
Tumor
N/A
451
Tumor
N/A
572
Normal
N/A
331
Tumor
N/A
452
Normal
N/A
573
Tumor
N/A
211
Tumor
N/A
332
Normal
N/A
574
Normal
N/A
695
Tumor
N/A
212
Normal
N/A
696
Normal
N/A
213
Tumor
N/A
455
Tumor
N/A
697
Tumor
N/A
214
Normal
N/A
456
Normal
N/A
698
Normal
N/A
217
Tumor
N/A
218
Normal
N/A
461
Tumor
N/A
341
Tumor
N/A
462
Normal
N/A
221
Tumor
N/A
342
Normal
N/A
463
Tumor
N/A
222
Normal
N/A
343
Tumor
N/A
464
Normal
N/A
223
Tumor
N/A
344
Normal
N/A
465
Tumor
N/A
224
Normal
N/A
466
Normal
N/A
467
Tumor
N/A
468
Normal
N/A
227
Tumor
N/A
228
Normal
N/A
Show allShow less
LIVER CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.