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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SNRPB 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
166.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
347.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
318.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
292.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
284.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
263.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
251.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
249.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
241.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
217.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
214.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
208.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
205.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
204.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
202.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
201.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
201.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
199.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
199.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
193.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
190.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
185.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
184.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
183.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
183.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
182.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
173.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
172.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
170.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
170.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
166.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
166.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
165.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
164.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
164.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
163.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
158.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
156.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
152.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
150.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
144.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
144.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
142.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
140.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
136.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
136.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
133.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
133.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
130.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
122.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
119.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
115.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
110.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
108.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
106.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
105.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
104.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
97.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
88.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
83.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
79.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
75.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
62.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
56.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 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.
SNRPB is not prognostic 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
112.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
504.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
410.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
317.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
297.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
269.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
264.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
261.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
251.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
230.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
230.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
227.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
215.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
210.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
208.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
204.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
203.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
201.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
197.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
193.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
191.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
188.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
187.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
186.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
182.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
179.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
176.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
174.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
174.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
173.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
173.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
170.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
169.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
168.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
164.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
163.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
161.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
158.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
158.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
156.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
154.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
154.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
154.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
154.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
153.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
153.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
153.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
153.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
152.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
151.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
151.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
150.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
149.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
149.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
148.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
148.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
147.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
147.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
145.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
145.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
144.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
144.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
144.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
144.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
143.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
143.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
143.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
143.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
143.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
141.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
141.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
140.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
140.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
140.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
139.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
139.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
138.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
138.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
137.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
137.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
137.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
136.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
136.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
136.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
135.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
135.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
135.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
135.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
135.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
134.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
133.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
133.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
133.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
133.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
133.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
133.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
133.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
133.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
133.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
132.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
132.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
132.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
132.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
132.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
132.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
132.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
131.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
131.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
131.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
131.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
130.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
130.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
130.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
130.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
130.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
129.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
129.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
129.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
129.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
128.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
128.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
128.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
128.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
128.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
128.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
127.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
127.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
127.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
127.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
127.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
126.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
126.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
126.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
126.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
126.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
126.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
125.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
125.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
125.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
125.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
125.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
125.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
125.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
124.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
124.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
124.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
124.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
124.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
124.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
124.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
123.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
123.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
123.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
123.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
123.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
123.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
123.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
122.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
122.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
122.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
122.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
121.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
121.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
121.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
121.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
121.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
121.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
120.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
120.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
120.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
120.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
119.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
119.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
119.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
119.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
119.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
118.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
118.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
118.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
118.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
118.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
118.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
118.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
117.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
117.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
117.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
117.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
116.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
116.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
116.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
116.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
116.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
116.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
116.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
116.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
115.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
115.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
115.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
115.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
115.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
115.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
114.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
114.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
114.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
114.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
113.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
113.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
113.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
113.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
113.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
113.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
112.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
112.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
112.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
112.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
112.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
112.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
112.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
111.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
111.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
111.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
110.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
110.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
110.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
110.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
110.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
110.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
110.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
109.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
109.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
109.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
109.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
109.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
109.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
108.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
108.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
108.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
108.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
108.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
108.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
108.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
108.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
108.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
107.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
107.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
107.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
106.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
106.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
106.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
106.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
106.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
106.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
106.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
106.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
105.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
105.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
105.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
105.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
105.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
105.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
104.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
104.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
104.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
104.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
104.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
104.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
104.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
103.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
103.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
103.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
103.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
103.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
103.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
103.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
103.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
102.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
102.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
102.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
101.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
101.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
101.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
101.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
101.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
101.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
101.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
101.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
101.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
101.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
101.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
101.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
100.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
100.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
100.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
100.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
100.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
100.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
100.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
100.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
99.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
99.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
99.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
99.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
99.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
99.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
99.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
98.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
98.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
98.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
98.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
98.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
98.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
98.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
98.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
98.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
98.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
98.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
98.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
98.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
98.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
98.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
97.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
97.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
97.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
97.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
97.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
97.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
97.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
97.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
97.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
97.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
96.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
96.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
96.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
96.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
96.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
96.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
95.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
95.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
95.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
95.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
95.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
95.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
95.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
95.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
95.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
95.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
94.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
94.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
94.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
94.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
93.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
93.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
93.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
93.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
93.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
93.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
93.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
93.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
93.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
93.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
92.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
92.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
92.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
92.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
92.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
92.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
92.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
92.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
91.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
91.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
91.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
91.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
91.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
91.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
91.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
91.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
90.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
90.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
90.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
90.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
90.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
90.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
90.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
90.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
89.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
89.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
89.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
89.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
89.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
89.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
89.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
88.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
88.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
88.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
88.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
88.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
88.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
88.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
88.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
87.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
87.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
87.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
87.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
87.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
87.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
87.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
86.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
86.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
86.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
86.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
86.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
86.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
86.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
86.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
86.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
86.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
85.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
85.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
85.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
85.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
85.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
84.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
84.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
84.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
84.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
84.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
83.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
83.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
83.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
83.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
83.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
83.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
83.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
82.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
82.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
82.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
82.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
82.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
81.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
81.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
81.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
81.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
81.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
81.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
80.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
80.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
80.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
80.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
79.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
79.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
79.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
79.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
79.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
78.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
78.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
77.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
77.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
77.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
77.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
77.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
77.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
76.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
76.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
76.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
76.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
75.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
75.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
75.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
75.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
75.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
75.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
75.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
74.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
74.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
74.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
73.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
72.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
72.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
72.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
72.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
72.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
72.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
72.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
71.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
71.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
71.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
71.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
71.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
71.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
71.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
70.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
68.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
67.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
67.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
67.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
66.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
66.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
65.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
65.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
65.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
64.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
64.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
64.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
63.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
63.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
63.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
62.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
60.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
60.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
59.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
59.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
58.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
58.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
57.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
56.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
55.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
55.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
54.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
49.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
46.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
31.2
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.
SNRPB is potential prognostic, high expression is unfavorable 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
109.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
426.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
266.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
239.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
182.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
169.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
168.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
166.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
159.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
151.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
149.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
148.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
148.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
138.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
137.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
133.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
126.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
125.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
125.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
124.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
123.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
122.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
121.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
119.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
119.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
116.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
115.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
115.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
115.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
115.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
115.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
114.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
114.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
113.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
113.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
112.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
111.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
110.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
108.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
107.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
106.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
106.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
105.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
104.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
103.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
102.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
101.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
101.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
101.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
100.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
98.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
98.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
97.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
97.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
97.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
97.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
96.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
96.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
95.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
94.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
94.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
93.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
92.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
91.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
91.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
91.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
91.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
89.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
89.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
89.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
89.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
88.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
88.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
88.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
87.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
86.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
86.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
84.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
84.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
83.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
83.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
82.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
82.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
82.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
82.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
82.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
81.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
81.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
80.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
79.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
78.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
76.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
74.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
72.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
65.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
65.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
63.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
63.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
58.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
55.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
SNRPB 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
172.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
572.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
504.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
445.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
437.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
363.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
362.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
345.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
333.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
325.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
316.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
315.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
315.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
304.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
298.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
295.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
294.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
294.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
285.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
279.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
275.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
269.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
266.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
262.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
259.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
258.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
257.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
250.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
246.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
244.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
242.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
242.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
241.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
240.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
240.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
238.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
238.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
237.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
236.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
236.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
234.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
234.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
229.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
223.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
222.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
221.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
219.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
219.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
217.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
217.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
213.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
212.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
209.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
209.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
209.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
208.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
206.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
206.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
205.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
205.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
205.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
205.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
204.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
204.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
203.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
203.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
203.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
202.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
202.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
200.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
200.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
199.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
199.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
196.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
196.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
196.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
195.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
194.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
194.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
193.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
192.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
192.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
192.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
191.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
191.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
190.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
188.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
188.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
188.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
188.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
188.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
187.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
187.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
187.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
187.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
185.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
184.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
184.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
184.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
184.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
184.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
183.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
182.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
182.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
182.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
181.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
180.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
180.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
180.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
180.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
180.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
179.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
179.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
178.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
177.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
176.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
174.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
174.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
174.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
173.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
171.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
170.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
168.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
168.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
167.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
167.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
167.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
166.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
166.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
166.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
165.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
165.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
164.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
164.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
164.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
163.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
163.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
163.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
163.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
162.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
162.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
162.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
161.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
161.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
160.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
160.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
160.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
159.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
159.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
159.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
156.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
156.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
156.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
155.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
154.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
154.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
154.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
153.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
150.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
150.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
149.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
149.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
149.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
149.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
148.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
148.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
147.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
147.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
146.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
146.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
146.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
146.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
146.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
145.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
145.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
145.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
144.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
143.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
143.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
142.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
140.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
140.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
140.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
139.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
139.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
139.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
139.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
138.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
137.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
137.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
137.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
137.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
137.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
136.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
136.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
136.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
136.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
135.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
135.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
135.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
135.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
135.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
135.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
134.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
133.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
133.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
132.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
132.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
131.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
130.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
130.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
130.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
129.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
128.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
128.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
128.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
127.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
127.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
127.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
126.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
124.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
123.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
123.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
123.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
122.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
122.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
120.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
119.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
118.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
117.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
117.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
117.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
117.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
117.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
117.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
116.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
115.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
115.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
115.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
114.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
113.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
112.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
111.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
109.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
109.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
108.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
107.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
107.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
107.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
106.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
106.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
106.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
105.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
104.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
103.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
102.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
102.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
101.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
100.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
100.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
99.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
99.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
99.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
96.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
94.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
94.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
93.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
91.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
91.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
89.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
88.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
83.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
81.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
80.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
78.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
78.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
77.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
77.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
69.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
62.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
62.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
59.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
32.3
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0009060003
Tumor
0.6
CPT0006440003
Tumor
0.6
CPT0012180003
Tumor
0.5
CPT0017410003
Tumor
0.5
CPT0026410003
Tumor
0.5
CPT0088550004
Tumor
0.5
CPT0077110003
Tumor
0.5
CPT0014450004
Tumor
0.5
CPT0012900004
Tumor
0.5
CPT0010160003
Tumor
0.4
CPT0077320001
Normal
0.4
CPT0085670003
Tumor
0.4
CPT0078990003
Tumor
0.4
CPT0024670003
Tumor
0.4
CPT0079300001
Normal
0.4
CPT0012640003
Normal
0.4
CPT0001270001
Normal
0.3
CPT0084590001
Normal
0.3
CPT0069160003
Tumor
0.3
CPT0001260009
Tumor
0.3
CPT0001340003
Tumor
0.3
CPT0001180009
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0079410003
Tumor
0.3
CPT0025580004
Tumor
0.3
CPT0012080003
Tumor
0.3
CPT0084560003
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0079380003
Tumor
0.3
CPT0071150004
Tumor
0.3
CPT0015730003
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0086820003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0086950003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0092730003
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0025290003
Tumor
0.2
CPT0011240003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0001230001
Normal
0.2
CPT0006630003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0081600003
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0064370003
Tumor
0.2
CPT0017450001
Normal
0.2
CPT0065870003
Tumor
0.2
CPT0024680001
Normal
0.2
CPT0086870003
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0063630003
Tumor
0.2
CPT0010120001
Normal
0.2
CPT0012550003
Tumor
0.2
CPT0079510001
Normal
0.2
CPT0079180003
Tumor
0.2
CPT0077490003
Tumor
0.1
CPT0007870001
Normal
0.1
CPT0078930003
Tumor
0.1
CPT0023350003
Tumor
0.1
CPT0079430001
Normal
0.1
CPT0012670003
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0086030003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0025880003
Tumor
0.1
CPT0078660003
Tumor
0.1
CPT0075720003
Tumor
0.1
CPT0089460004
Tumor
0.1
CPT0075130003
Tumor
0.1
CPT0075560003
Tumor
0.1
CPT0021240003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0009020003
Normal
0.1
CPT0009080003
Normal
0.1
CPT0069000003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0014160003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0012920003
Normal
0.1
CPT0065430003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0069010001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0077500001
Normal
0.1
CPT0001510001
Normal
0.1
CPT0088760003
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0015910003
Tumor
0.1
CPT0086370003
Normal
0.1
CPT0012280003
Tumor
0.1
CPT0065810003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0001550001
Normal
0.1
CPT0012770003
Normal
0.1
CPT0088480003
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0002370001
Normal
0.0
CPT0025230003
Tumor
0.0
CPT0092290003
Tumor
0.0
CPT0025610001
Normal
0.0
CPT0025050003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0006730001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0001220008
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0088640003
Normal
0.0
CPT0011410003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0020130001
Normal
0.0
CPT0012090003
Normal
0.0
CPT0006530001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0081880003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0078840001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0025060001
Normal
0.0
CPT0025110003
Tumor
0.0
CPT0088690003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0079000001
Normal
0.0
CPT0092740003
Normal
0.0
CPT0089480003
Normal
0.0
CPT0081620001
Normal
0.0
CPT0014130001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0023690003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0078800003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0066520001
Normal
0.0
CPT0078530001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0001350001
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0002350011
Tumor
0.0
CPT0000790001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0014470001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0089020003
Tumor
-0.1
CPT0006950001
Normal
-0.1
CPT0065750003
Tumor
-0.1
CPT0078510003
Tumor
-0.1
CPT0077140001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0065450001
Normal
-0.1
CPT0063320003
Tumor
-0.1
CPT0066430001
Normal
-0.1
CPT0007860003
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0092800003
Normal
-0.1
CPT0002270011
Tumor
-0.2
CPT0086970003
Normal
-0.2
CPT0000640003
Tumor
-0.2
CPT0076330003
Tumor
-0.2
CPT0026420001
Normal
-0.2
CPT0020120003
Tumor
-0.2
CPT0007320003
Tumor
-0.3
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
