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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.
NFKBIA is not prognostic in Kidney Chromophobe (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
47.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
227.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
213.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
123.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
109.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
104.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
95.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
90.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
86.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
77.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
75.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
72.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
72.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
60.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
59.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
58.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
57.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
56.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
54.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
47.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
47.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
46.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
45.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
45.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
44.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
44.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
43.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
42.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
41.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
38.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
36.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
36.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
35.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
35.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
35.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
34.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
33.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
32.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
32.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
31.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
29.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
29.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
28.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
27.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
27.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
27.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
27.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
26.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
25.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
25.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
24.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
24.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
23.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
22.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
22.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
22.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
21.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
20.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
20.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
15.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
12.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
8.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 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.
NFKBIA is potential prognostic, high expression is favorable in Kidney Renal Clear Cell 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
137.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
732.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
477.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
460.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
438.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
427.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
385.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
367.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
352.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
343.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
312.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
310.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
305.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
292.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
290.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
289.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
282.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
282.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
282.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
279.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
277.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
276.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
272.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
271.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
271.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
268.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
267.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
265.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
258.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
257.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
256.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
255.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
255.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
253.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
250.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
250.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
249.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
248.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
248.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
247.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
247.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
245.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
243.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
242.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
242.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
240.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
239.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
238.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
237.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
236.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
235.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
234.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
233.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
233.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
232.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
230.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
230.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
229.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
229.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
228.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
228.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
226.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
225.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
224.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
223.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
222.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
222.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
222.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
221.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
221.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
220.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
220.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
219.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
218.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
216.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
216.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
216.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
213.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
212.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
211.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
211.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
210.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
210.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
209.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
209.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
209.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
206.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
206.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
205.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
204.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
203.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
203.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
203.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
200.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
199.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
198.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
198.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
197.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
197.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
196.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
195.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
195.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
195.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
195.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
194.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
194.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
193.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
191.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
190.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
190.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
188.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
188.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
187.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
187.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
186.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
186.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
185.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
185.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
184.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
184.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
184.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
182.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
181.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
181.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
181.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
180.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
180.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
179.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
179.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
178.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
178.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
177.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
177.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
176.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
175.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
175.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
175.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
174.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
173.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
171.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
171.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
170.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
170.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
169.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
169.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
167.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
167.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
166.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
166.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
164.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
164.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
164.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
163.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
163.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
162.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
162.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
160.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
160.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
159.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
159.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
158.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
158.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
156.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
156.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
156.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
154.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
154.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
153.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
153.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
153.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
152.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
151.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
151.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
150.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
150.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
150.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
150.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
149.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
149.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
148.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
148.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
148.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
147.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
147.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
147.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
147.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
147.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
146.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
146.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
145.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
145.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
144.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
144.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
144.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
144.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
143.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
143.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
142.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
141.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
140.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
140.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
140.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
139.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
137.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
137.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
137.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
137.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
136.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
136.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
136.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
136.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
136.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
136.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
136.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
136.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
135.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
135.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
135.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
134.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
134.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
134.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
134.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
133.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
133.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
132.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
132.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
132.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
132.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
131.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
131.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
131.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
131.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
130.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
129.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
129.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
128.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
128.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
128.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
127.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
127.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
126.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
126.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
125.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
125.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
125.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
125.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
124.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
124.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
124.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
124.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
124.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
123.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
122.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
122.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
121.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
121.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
121.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
121.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
120.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
120.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
120.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
120.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
119.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
119.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
119.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
119.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
119.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
118.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
118.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
118.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
117.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
117.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
117.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
117.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
117.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
116.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
115.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
115.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
115.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
115.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
115.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
115.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
113.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
113.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
113.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
113.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
113.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
113.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
113.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
112.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
112.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
112.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
112.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
112.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
112.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
111.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
111.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
111.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
111.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
111.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
111.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
111.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
110.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
110.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
110.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
109.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
109.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
108.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
108.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
108.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
108.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
108.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
107.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
107.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
107.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
107.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
107.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
107.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
107.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
106.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
106.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
105.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
105.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
105.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
105.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
105.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
104.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
103.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
103.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
102.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
102.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
101.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
101.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
101.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
101.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
100.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
100.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
100.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
100.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
99.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
99.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
99.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
98.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
98.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
98.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
98.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
98.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
98.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
97.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
97.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
97.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
97.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
97.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
96.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
96.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
96.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
96.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
95.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
95.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
95.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
94.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
94.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
94.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
93.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
93.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
93.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
93.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
93.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
93.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
93.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
92.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
91.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
91.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
91.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
90.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
90.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
90.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
90.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
90.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
90.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
89.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
88.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
87.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
87.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
87.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
86.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
86.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
86.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
86.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
86.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
85.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
85.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
85.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
85.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
84.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
84.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
83.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
83.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
82.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
82.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
82.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
82.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
82.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
82.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
81.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
81.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
81.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
81.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
81.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
80.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
80.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
80.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
80.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
80.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
79.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
79.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
79.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
78.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
78.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
77.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
77.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
77.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
77.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
77.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
77.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
76.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
76.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
76.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
75.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
75.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
74.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
74.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
73.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
73.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
73.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
73.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
73.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
72.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
72.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
72.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
72.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
72.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
71.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
71.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
71.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
70.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
70.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
69.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
67.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
67.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
67.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
65.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
65.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
65.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
65.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
65.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
64.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
64.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
64.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
64.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
64.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
64.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
63.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
63.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
62.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
62.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
62.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
61.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
61.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
61.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
60.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
60.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
60.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
60.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
59.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
59.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
59.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
59.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
57.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
56.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
56.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
56.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
54.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
54.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
54.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
53.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
53.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
52.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
52.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
52.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
52.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
52.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
52.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
52.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
51.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
48.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
46.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
45.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
45.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
44.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
43.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
43.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
42.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
40.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
40.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
39.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
39.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
39.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
38.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
37.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
37.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
36.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
36.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
34.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
34.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
30.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
26.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
24.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
22.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
22.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
17.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 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.
NFKBIA is not prognostic in Kidney Renal Clear Cell 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
120.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
300.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
295.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
291.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
285.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
262.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
239.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
236.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
220.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
212.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
208.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
204.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
197.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
196.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
180.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
168.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
168.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
167.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
165.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
164.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
161.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
159.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
156.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
154.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
154.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
152.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
152.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
151.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
151.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
150.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
146.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
143.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
141.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
141.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
136.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
136.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
133.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
133.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
129.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
126.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
122.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
119.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
118.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
116.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
112.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
110.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
109.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
106.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
106.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
104.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
104.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
104.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
103.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
102.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
101.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
100.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
99.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
98.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
98.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
97.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
97.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
94.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
93.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
93.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
90.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
89.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
87.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
87.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
87.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
85.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
85.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
83.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
83.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
79.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
76.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
76.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
75.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
72.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
70.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
70.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
69.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
68.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
68.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
68.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
67.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
65.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
65.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
60.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
58.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
58.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
57.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
55.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
53.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
52.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
52.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
52.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
50.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
46.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
36.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
34.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
NFKBIA is not prognostic in Kidney Renal Papillary Cell 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
76.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
475.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
241.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
224.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
179.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
177.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
176.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
171.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
164.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
156.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
155.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
153.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
149.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
148.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
148.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
146.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
145.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
140.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
137.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
136.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
134.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
134.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
133.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
131.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
131.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
130.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
129.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
128.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
125.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
123.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
119.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
119.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
119.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
119.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
119.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
119.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
119.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
117.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
117.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
116.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
113.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
112.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
110.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
110.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
110.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
109.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
109.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
109.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
108.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
108.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
108.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
107.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
107.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
107.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
107.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
107.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
107.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
106.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
105.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
105.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
105.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
105.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
105.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
105.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
103.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
103.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
102.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
102.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
101.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
100.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
100.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
100.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
99.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
99.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
99.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
98.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
97.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
97.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
95.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
94.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
93.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
92.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
92.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
92.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
91.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
90.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
90.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
89.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
89.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
88.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
88.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
88.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
87.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
87.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
87.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
86.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
86.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
86.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
84.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
84.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
83.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
83.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
83.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
82.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
82.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
82.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
81.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
81.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
81.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
80.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
80.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
80.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
80.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
80.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
80.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
79.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
79.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
78.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
77.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
76.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
75.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
75.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
75.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
75.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
75.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
75.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
75.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
75.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
74.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
74.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
73.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
73.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
73.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
73.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
73.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
73.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
72.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
72.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
72.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
72.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
72.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
72.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
71.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
71.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
71.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
70.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
70.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
70.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
69.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
69.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
68.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
67.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
66.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
66.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
66.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
66.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
66.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
65.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
65.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
65.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
65.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
64.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
64.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
63.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
63.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
63.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
63.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
62.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
62.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
62.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
62.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
62.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
61.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
61.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
60.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
60.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
60.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
59.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
59.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
58.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
58.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
57.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
57.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
57.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
56.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
56.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
56.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
56.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
56.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
56.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
55.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
55.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
55.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
54.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
54.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
53.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
53.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
53.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
52.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
52.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
52.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
51.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
51.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
51.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
51.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
51.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
51.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
50.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
50.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
49.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
49.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
49.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
49.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
49.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
48.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
48.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
48.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
48.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
48.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
47.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
47.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
47.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
46.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
46.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
46.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
45.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
45.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
45.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
44.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
43.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
43.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
43.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
42.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
42.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
41.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
41.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
40.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
40.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
38.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
37.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
37.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
37.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
37.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
36.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
36.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
35.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
35.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
33.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
33.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
33.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
33.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
30.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
29.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
28.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
28.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
27.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
27.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
26.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
24.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
24.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
23.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
23.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
23.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
23.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
22.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
22.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
19.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
19.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
19.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
19.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
18.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
17.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
16.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
16.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
12.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
2.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
1.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
0.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078930003
Tumor
1.6
CPT0065690003
Tumor
0.9
CPT0079180003
Tumor
0.9
CPT0011240003
Tumor
0.8
CPT0006440003
Tumor
0.8
CPT0007860003
Tumor
0.8
CPT0025170003
Tumor
0.7
CPT0006630003
Tumor
0.7
CPT0025290003
Tumor
0.7
CPT0081880003
Tumor
0.7
CPT0088920001
Normal
0.7
CPT0079270003
Tumor
0.6
CPT0064370003
Tumor
0.6
CPT0024680001
Normal
0.6
CPT0012080003
Tumor
0.6
CPT0006900003
Tumor
0.6
CPT0017410003
Tumor
0.5
CPT0065930003
Tumor
0.5
CPT0014370004
Tumor
0.5
CPT0088760003
Tumor
0.5
CPT0020120003
Tumor
0.5
CPT0085670003
Tumor
0.5
CPT0071150004
Tumor
0.4
CPT0079510001
Normal
0.4
CPT0000780007
Tumor
0.4
CPT0063320003
Tumor
0.4
CPT0012370003
Tumor
0.4
CPT0009000003
Tumor
0.4
CPT0026410003
Tumor
0.4
CPT0021240003
Tumor
0.4
CPT0015910003
Tumor
0.4
CPT0089020003
Tumor
0.3
CPT0066480003
Tumor
0.3
CPT0079230003
Tumor
0.3
CPT0010120001
Normal
0.3
CPT0010170001
Normal
0.3
CPT0088570001
Normal
0.3
CPT0025230003
Tumor
0.3
CPT0065810003
Tumor
0.3
CPT0089460004
Tumor
0.3
CPT0078660003
Tumor
0.3
CPT0000870016
Tumor
0.3
CPT0012900004
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0077310003
Tumor
0.3
CPT0010110003
Tumor
0.3
CPT0092730003
Tumor
0.2
CPT0078510003
Tumor
0.2
CPT0015810003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0014470001
Normal
0.2
CPT0019990003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0012550003
Tumor
0.2
CPT0002370001
Normal
0.2
CPT0078800003
Tumor
0.2
CPT0092790003
Tumor
0.2
CPT0087040003
Tumor
0.2
CPT0012770003
Normal
0.2
CPT0001180009
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0001500009
Tumor
0.2
CPT0064400001
Normal
0.2
CPT0088900003
Tumor
0.2
CPT0024670003
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0066470004
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0088550004
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0001550001
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0065450001
Normal
0.1
CPT0086890003
Normal
0.1
CPT0009080003
Normal
0.1
CPT0019160001
Normal
0.1
CPT0009020003
Normal
0.0
CPT0001190001
Normal
0.0
CPT0002270011
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0079380003
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0082010001
Normal
0.0
CPT0012670003
Tumor
0.0
CPT0069000003
Tumor
0.0
CPT0088690003
Tumor
0.0
CPT0012280003
Tumor
0.0
CPT0012640003
Normal
0.0
CPT0063330001
Normal
0.0
CPT0000790001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0086820003
Tumor
0.0
CPT0009060003
Tumor
0.0
CPT0079000001
Normal
0.0
CPT0077320001
Normal
0.0
CPT0026420001
Normal
0.0
CPT0025880003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0066520001
Normal
-0.1
CPT0017450001
Normal
-0.1
CPT0088970003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0088480003
Tumor
-0.1
CPT0075170001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0014160003
Tumor
-0.1
CPT0018250001
Normal
-0.1
CPT0025580004
Tumor
-0.1
CPT0087050003
Normal
-0.1
CPT0078530001
Normal
-0.1
CPT0075130003
Tumor
-0.1
CPT0078670001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0014450004
Tumor
-0.1
CPT0086970003
Normal
-0.1
CPT0084590001
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0092190003
Normal
-0.1
CPT0025050003
Tumor
-0.1
CPT0088710001
Normal
-0.1
CPT0025110003
Tumor
-0.2
CPT0076330003
Tumor
-0.2
CPT0014350001
Normal
-0.2
CPT0012090003
Normal
-0.2
CPT0025920001
Normal
-0.2
CPT0079300001
Normal
-0.2
CPT0001220008
Tumor
-0.2
CPT0020130001
Normal
-0.2
CPT0017850003
Tumor
-0.2
CPT0014130001
Normal
-0.2
CPT0007870001
Normal
-0.2
CPT0012180003
Tumor
-0.2
CPT0086950003
Tumor
-0.2
CPT0088500001
Normal
-0.2
CPT0084560003
Tumor
-0.2
CPT0023360001
Normal
-0.2
CPT0077110003
Tumor
-0.2
CPT0000640003
Tumor
-0.2
CPT0079430001
Normal
-0.3
CPT0065750003
Tumor
-0.3
CPT0077140001
Normal
-0.3
CPT0012290003
Normal
-0.3
CPT0088630003
Tumor
-0.3
CPT0015730003
Tumor
-0.3
CPT0066430001
Normal
-0.3
CPT0002350011
Tumor
-0.3
CPT0006730001
Normal
-0.3
CPT0063630003
Tumor
-0.3
CPT0007320003
Tumor
-0.3
CPT0092310003
Normal
-0.3
CPT0001270001
Normal
-0.3
CPT0089040001
Normal
-0.3
CPT0069160003
Tumor
-0.3
CPT0011410003
Tumor
-0.3
CPT0001350001
Normal
-0.4
CPT0001340003
Tumor
-0.4
CPT0025610001
Normal
-0.4
CPT0088780001
Normal
-0.4
CPT0076350001
Normal
-0.4
CPT0001260009
Tumor
-0.4
CPT0079410003
Tumor
-0.5
CPT0081620001
Normal
-0.5
CPT0023350003
Tumor
-0.5
CPT0092740003
Normal
-0.6
CPT0088640003
Normal
-0.7
CPT0006950001
Normal
-0.7
CPT0089480003
Normal
-0.7
CPT0000660001
Normal
-0.8
CPT0078940001
Normal
-0.8
CPT0078830003
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0077490003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0075560003
Tumor
N/A
CPT0023690003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
