We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
GNB2 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
188.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
375.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
358.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
326.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
323.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
317.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
281.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
274.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
270.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
266.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
249.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
247.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
245.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
244.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
231.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
228.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
226.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
224.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
222.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
221.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
218.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
218.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
216.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
211.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
208.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
202.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
202.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
193.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
189.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
189.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
185.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
184.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
184.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
180.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
180.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
171.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
169.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
168.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
166.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
165.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
162.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
159.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
158.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
155.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
151.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
150.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
145.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
141.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
141.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
141.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
141.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
137.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
135.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
135.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
122.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
119.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
105.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
104.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
100.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
96.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
92.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
85.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
83.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
76.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 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.
GNB2 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
173.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
449.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
438.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
346.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
333.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
326.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
315.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
314.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
312.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
306.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
306.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
299.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
297.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
296.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
296.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
296.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
291.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
287.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
286.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
276.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
275.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
273.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
273.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
272.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
271.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
271.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
267.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
266.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
265.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
264.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
263.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
262.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
261.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
261.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
260.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
260.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
260.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
258.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
257.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
254.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
254.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
254.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
253.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
253.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
252.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
252.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
251.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
250.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
249.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
248.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
248.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
248.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
247.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
246.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
245.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
245.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
244.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
244.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
244.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
243.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
242.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
242.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
240.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
238.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
238.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
236.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
235.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
235.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
233.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
233.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
232.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
232.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
232.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
231.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
231.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
230.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
229.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
229.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
228.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
228.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
227.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
226.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
225.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
224.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
224.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
223.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
223.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
223.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
223.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
223.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
222.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
221.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
221.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
220.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
220.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
220.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
219.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
219.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
219.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
218.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
218.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
218.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
218.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
217.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
217.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
216.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
216.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
216.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
215.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
215.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
214.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
213.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
213.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
213.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
213.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
213.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
213.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
213.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
212.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
212.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
212.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
211.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
211.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
210.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
209.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
209.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
209.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
209.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
208.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
208.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
207.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
207.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
207.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
206.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
206.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
206.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
206.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
206.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
205.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
205.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
205.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
205.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
204.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
204.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
203.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
203.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
202.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
202.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
202.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
202.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
201.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
200.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
199.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
199.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
199.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
199.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
198.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
198.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
196.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
196.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
196.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
196.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
196.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
196.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
195.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
195.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
195.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
195.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
193.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
193.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
193.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
193.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
192.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
192.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
192.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
191.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
191.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
191.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
190.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
190.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
190.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
189.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
189.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
189.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
188.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
188.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
188.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
188.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
187.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
187.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
186.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
186.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
186.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
186.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
186.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
185.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
185.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
185.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
185.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
185.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
185.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
184.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
184.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
184.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
184.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
183.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
183.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
182.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
182.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
182.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
182.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
182.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
182.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
182.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
181.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
181.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
181.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
181.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
181.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
181.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
180.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
180.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
180.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
180.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
180.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
179.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
179.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
179.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
179.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
178.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
178.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
178.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
178.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
178.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
177.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
177.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
177.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
176.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
176.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
176.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
176.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
176.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
175.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
175.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
175.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
175.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
175.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
175.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
174.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
174.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
174.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
174.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
173.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
173.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
173.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
173.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
172.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
172.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
172.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
172.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
172.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
172.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
171.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
171.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
171.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
170.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
170.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
170.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
170.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
170.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
169.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
168.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
168.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
168.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
168.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
167.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
167.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
166.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
166.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
166.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
166.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
166.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
166.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
166.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
165.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
165.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
164.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
164.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
163.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
163.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
163.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
162.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
162.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
162.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
161.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
161.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
161.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
161.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
161.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
161.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
161.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
161.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
160.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
160.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
160.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
160.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
160.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
160.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
160.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
160.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
159.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
159.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
159.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
159.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
159.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
158.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
158.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
158.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
157.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
157.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
157.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
157.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
157.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
157.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
156.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
156.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
156.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
155.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
155.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
155.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
155.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
155.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
155.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
154.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
153.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
153.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
152.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
152.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
152.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
152.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
152.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
152.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
152.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
151.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
151.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
151.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
151.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
150.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
150.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
150.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
150.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
149.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
148.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
148.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
148.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
148.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
147.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
147.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
147.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
146.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
146.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
146.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
146.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
146.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
145.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
145.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
145.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
145.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
145.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
145.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
144.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
144.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
144.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
144.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
143.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
143.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
143.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
143.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
143.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
142.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
142.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
142.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
142.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
142.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
142.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
141.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
141.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
141.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
141.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
141.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
140.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
140.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
139.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
138.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
138.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
138.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
137.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
137.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
137.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
137.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
136.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
136.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
135.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
135.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
134.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
133.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
132.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
132.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
131.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
130.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
130.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
129.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
129.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
129.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
129.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
129.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
129.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
128.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
128.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
128.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
126.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
125.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
125.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
125.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
125.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
124.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
123.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
123.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
123.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
123.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
123.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
122.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
122.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
122.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
121.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
120.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
120.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
119.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
119.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
119.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
118.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
118.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
118.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
117.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
117.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
117.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
116.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
115.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
114.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
113.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
112.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
112.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
112.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
111.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
111.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
111.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
111.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
110.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
110.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
109.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
109.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
109.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
108.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
108.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
108.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
108.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
108.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
107.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
107.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
107.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
105.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
105.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
104.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
104.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
104.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
104.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
103.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
102.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
101.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
101.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
100.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
99.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
96.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
96.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
96.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
95.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
94.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
94.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
93.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
93.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
92.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
90.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
90.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
89.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
86.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
84.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
83.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
83.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
82.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
80.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
80.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
79.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
79.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
76.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
76.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
74.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
71.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
71.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
71.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
68.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
67.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
67.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
65.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
64.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
63.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
56.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
48.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
45.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
45.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
37.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
12.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
GNB2 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
185.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
359.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
338.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
311.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
274.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
264.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
262.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
257.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
253.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
245.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
240.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
236.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
235.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
233.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
233.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
232.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
230.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
229.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
226.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
225.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
223.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
222.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
222.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
221.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
221.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
220.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
217.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
212.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
211.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
210.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
207.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
205.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
205.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
204.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
202.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
198.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
198.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
197.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
197.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
196.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
195.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
193.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
193.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
193.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
191.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
191.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
189.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
189.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
186.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
186.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
186.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
186.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
185.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
181.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
179.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
178.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
178.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
177.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
176.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
176.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
173.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
173.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
172.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
172.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
172.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
172.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
170.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
170.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
169.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
168.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
167.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
160.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
159.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
159.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
159.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
158.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
158.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
158.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
154.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
153.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
151.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
151.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
141.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
140.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
138.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
135.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
134.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
133.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
133.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
131.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
126.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
115.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
103.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
103.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
100.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
99.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
95.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
90.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
80.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
69.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 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.
GNB2 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
242.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
644.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
621.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
583.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
521.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
489.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
485.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
473.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
468.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
456.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
455.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
443.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
431.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
431.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
428.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
428.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
425.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
419.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
414.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
413.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
410.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
405.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
400.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
390.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
384.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
384.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
383.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
383.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
379.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
378.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
376.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
374.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
372.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
371.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
368.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
368.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
367.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
366.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
363.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
360.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
356.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
355.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
349.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
349.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
346.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
344.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
342.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
337.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
332.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
331.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
331.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
329.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
324.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
323.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
321.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
321.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
321.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
319.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
317.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
317.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
316.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
315.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
315.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
314.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
312.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
312.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
311.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
308.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
307.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
307.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
306.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
305.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
301.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
301.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
298.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
298.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
295.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
294.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
293.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
293.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
292.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
292.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
290.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
289.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
287.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
286.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
285.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
284.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
283.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
282.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
281.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
279.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
279.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
278.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
275.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
275.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
274.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
274.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
273.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
271.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
270.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
268.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
267.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
267.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
266.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
266.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
266.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
266.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
265.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
264.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
264.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
261.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
259.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
258.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
257.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
257.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
256.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
256.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
252.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
252.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
251.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
250.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
249.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
248.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
247.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
246.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
243.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
243.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
243.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
242.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
242.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
241.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
241.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
240.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
238.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
238.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
237.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
236.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
235.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
235.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
234.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
234.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
233.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
232.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
231.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
230.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
229.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
229.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
228.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
228.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
228.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
225.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
223.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
223.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
221.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
220.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
218.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
218.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
218.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
218.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
214.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
212.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
212.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
211.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
211.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
210.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
210.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
206.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
205.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
203.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
202.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
201.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
201.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
200.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
200.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
200.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
198.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
197.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
195.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
194.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
192.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
189.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
189.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
188.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
188.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
186.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
186.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
185.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
183.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
182.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
182.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
181.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
179.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
178.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
177.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
177.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
177.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
177.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
176.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
175.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
175.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
174.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
172.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
171.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
171.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
171.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
171.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
170.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
168.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
168.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
167.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
165.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
165.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
164.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
163.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
163.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
162.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
162.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
161.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
160.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
159.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
157.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
157.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
155.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
155.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
155.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
155.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
154.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
154.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
153.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
152.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
151.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
149.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
148.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
147.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
146.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
144.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
144.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
141.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
138.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
137.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
136.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
134.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
132.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
132.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
131.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
130.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
129.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
128.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
128.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
128.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
128.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
127.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
126.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
126.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
126.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
125.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
123.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
123.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
118.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
114.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
113.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
108.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
105.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
104.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
102.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
101.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
98.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
98.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
96.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
90.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
88.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
87.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
87.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
85.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
77.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
72.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
72.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
71.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
57.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
51.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
47.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
38.2
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079180003
Tumor
0.6
CPT0077490003
Tumor
0.5
CPT0076330003
Tumor
0.4
CPT0017850003
Tumor
0.4
CPT0000640003
Tumor
0.4
CPT0079510001
Normal
0.4
CPT0084560003
Tumor
0.3
CPT0088550004
Tumor
0.3
CPT0017410003
Tumor
0.3
CPT0063630003
Tumor
0.3
CPT0012080003
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0020130001
Normal
0.3
CPT0075720003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0069000003
Tumor
0.2
CPT0066480003
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0011240003
Tumor
0.2
CPT0078660003
Tumor
0.2
CPT0009020003
Normal
0.2
CPT0079300001
Normal
0.2
CPT0079230003
Tumor
0.2
CPT0024680001
Normal
0.2
CPT0020020001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0001510001
Normal
0.2
CPT0086890003
Normal
0.2
CPT0069010001
Normal
0.2
CPT0063330001
Normal
0.2
CPT0012640003
Normal
0.2
CPT0082010001
Normal
0.2
CPT0006440003
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0066520001
Normal
0.2
CPT0076350001
Normal
0.2
CPT0089020003
Tumor
0.2
CPT0077500001
Normal
0.1
CPT0081880003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0081990003
Tumor
0.1
CPT0077320001
Normal
0.1
CPT0011410003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0088630003
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0001550001
Normal
0.1
CPT0092190003
Normal
0.1
CPT0078990003
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0025880003
Tumor
0.1
CPT0010170001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0078530001
Normal
0.1
CPT0065930003
Tumor
0.1
CPT0012920003
Normal
0.1
CPT0077140001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0009000003
Tumor
0.1
CPT0021240003
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0012370003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0086970003
Normal
0.1
CPT0079380003
Tumor
0.1
CPT0065450001
Normal
0.1
CPT0064400001
Normal
0.1
CPT0079410003
Tumor
0.1
CPT0009060003
Tumor
0.1
CPT0089480003
Normal
0.1
CPT0001350001
Normal
0.1
CPT0007470001
Normal
0.1
CPT0085670003
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0014450004
Tumor
0.1
CPT0088640003
Normal
0.1
CPT0079480003
Tumor
0.1
CPT0088570001
Normal
0.1
CPT0014370004
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0063640001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0066430001
Normal
0.0
CPT0069160003
Tumor
0.0
CPT0023350003
Tumor
0.0
CPT0023690003
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0012770003
Normal
0.0
CPT0000660001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0025350003
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0086950003
Tumor
0.0
CPT0000870016
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0015810003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0078940001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0075560003
Tumor
0.0
CPT0092310003
Normal
0.0
CPT0077110003
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0025580004
Tumor
0.0
CPT0081600003
Tumor
0.0
CPT0012550003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0015910003
Tumor
0.0
CPT0012090003
Normal
0.0
CPT0092740003
Normal
0.0
CPT0000790001
Normal
0.0
CPT0017450001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0088900003
Tumor
0.0
CPT0014130001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0025610001
Normal
0.0
CPT0086870003
Tumor
0.0
CPT0079430001
Normal
0.0
CPT0026420001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0077310003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0089040001
Normal
0.0
CPT0007320003
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0088780001
Normal
0.0
CPT0064370003
Tumor
-0.1
CPT0014350001
Normal
-0.1
CPT0079000001
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0089460004
Tumor
-0.1
CPT0065430003
Tumor
-0.1
CPT0065870003
Tumor
-0.1
CPT0078510003
Tumor
-0.1
CPT0086830003
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0001270001
Normal
-0.1
CPT0012670003
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0065750003
Tumor
-0.1
CPT0026410003
Tumor
-0.1
CPT0078840001
Normal
-0.1
CPT0014160003
Tumor
-0.1
CPT0001260009
Tumor
-0.1
CPT0006730001
Normal
-0.1
CPT0012900004
Tumor
-0.1
CPT0001540009
Tumor
-0.1
CPT0088480003
Tumor
-0.1
CPT0086030003
Tumor
-0.1
CPT0025110003
Tumor
-0.1
CPT0065690003
Tumor
-0.1
CPT0088690003
Tumor
-0.1
CPT0078930003
Tumor
-0.1
CPT0010110003
Tumor
-0.1
CPT0066470004
Tumor
-0.2
CPT0002350011
Tumor
-0.2
CPT0088970003
Tumor
-0.2
CPT0092790003
Tumor
-0.2
CPT0012180003
Tumor
-0.2
CPT0086820003
Tumor
-0.2
CPT0024670003
Tumor
-0.2
CPT0006630003
Tumor
-0.2
CPT0092290003
Tumor
-0.2
CPT0002270011
Tumor
-0.2
CPT0079270003
Tumor
-0.2
CPT0075130003
Tumor
-0.2
CPT0007860003
Tumor
-0.2
CPT0001180009
Tumor
-0.2
CPT0001500009
Tumor
-0.3
CPT0086360003
Tumor
-0.3
CPT0001340003
Tumor
-0.4
CPT0025170003
Tumor
-0.4
CPT0020120003
Tumor
-0.4
CPT0065810003
Tumor
-0.5
CPT0025290003
Tumor
-0.5
CPT0078800003
Tumor
-0.5
CPT0015730003
Tumor
-0.6
Show allShow less
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
