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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.
SRP9 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
94.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
210.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
193.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
179.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
178.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
174.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
168.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
151.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
149.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
143.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
141.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
138.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
138.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
138.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
128.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
128.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
126.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
122.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
122.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
120.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
120.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
119.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
116.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
112.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
111.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
110.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
106.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
104.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
97.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
91.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
91.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
86.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
84.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
82.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
80.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
79.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
79.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
76.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
75.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
74.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
73.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
70.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
70.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
70.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
70.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
69.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
68.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
66.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
63.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
58.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
57.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
55.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
53.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
52.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
50.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
48.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
47.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
43.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
42.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
37.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
31.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
31.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
28.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
21.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
SRP9 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
152.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
682.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
642.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
445.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
425.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
373.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
339.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
339.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
333.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
321.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
318.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
295.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
285.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
266.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
260.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
253.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
252.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
251.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
250.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
249.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
249.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
247.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
246.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
245.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
245.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
244.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
242.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
242.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
238.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
238.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
236.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
235.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
232.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
232.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
231.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
230.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
227.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
225.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
224.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
224.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
221.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
221.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
221.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
220.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
220.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
220.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
220.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
219.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
218.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
218.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
217.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
217.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
216.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
216.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
215.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
214.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
213.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
213.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
213.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
213.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
212.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
212.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
212.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
211.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
211.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
211.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
209.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
209.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
208.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
208.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
208.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
207.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
206.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
206.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
206.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
205.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
204.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
204.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
203.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
203.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
203.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
202.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
201.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
199.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
199.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
199.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
198.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
198.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
196.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
196.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
195.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
195.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
194.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
193.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
193.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
192.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
191.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
191.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
191.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
190.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
189.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
189.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
189.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
188.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
188.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
188.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
187.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
187.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
187.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
186.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
186.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
186.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
185.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
185.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
185.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
185.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
185.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
184.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
184.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
182.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
182.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
182.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
182.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
182.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
181.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
181.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
181.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
180.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
180.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
180.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
180.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
180.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
179.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
179.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
179.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
178.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
178.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
178.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
178.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
177.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
177.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
177.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
177.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
177.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
177.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
176.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
175.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
175.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
175.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
174.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
174.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
174.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
174.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
174.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
174.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
173.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
173.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
172.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
172.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
172.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
171.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
171.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
171.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
171.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
171.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
170.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
170.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
170.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
169.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
169.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
169.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
169.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
169.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
168.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
168.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
168.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
168.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
168.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
168.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
167.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
167.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
167.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
166.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
166.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
166.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
166.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
166.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
165.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
165.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
165.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
164.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
164.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
164.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
163.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
163.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
163.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
163.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
163.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
162.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
162.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
162.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
161.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
161.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
161.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
161.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
160.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
160.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
160.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
159.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
159.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
159.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
159.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
158.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
158.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
158.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
157.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
157.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
157.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
157.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
157.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
156.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
156.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
156.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
156.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
156.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
156.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
155.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
154.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
154.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
154.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
153.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
153.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
153.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
153.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
152.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
152.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
152.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
152.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
152.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
152.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
152.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
152.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
152.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
152.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
151.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
151.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
151.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
151.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
151.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
150.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
150.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
150.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
150.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
150.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
149.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
149.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
148.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
148.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
148.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
148.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
148.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
148.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
148.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
147.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
147.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
147.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
147.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
147.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
147.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
147.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
147.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
146.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
146.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
146.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
146.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
145.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
145.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
145.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
145.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
145.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
144.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
144.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
144.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
144.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
143.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
143.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
143.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
143.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
143.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
143.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
143.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
142.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
142.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
142.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
142.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
142.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
141.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
141.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
141.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
141.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
141.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
141.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
141.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
139.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
139.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
139.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
139.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
139.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
137.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
137.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
137.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
137.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
136.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
136.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
136.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
136.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
136.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
136.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
136.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
135.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
135.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
135.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
134.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
134.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
134.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
134.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
134.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
134.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
133.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
133.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
132.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
132.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
132.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
132.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
131.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
131.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
131.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
131.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
130.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
130.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
130.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
130.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
129.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
128.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
128.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
128.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
128.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
127.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
127.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
127.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
127.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
126.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
126.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
126.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
126.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
126.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
126.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
125.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
125.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
125.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
125.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
125.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
124.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
123.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
123.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
122.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
122.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
122.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
122.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
122.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
122.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
122.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
122.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
121.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
121.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
121.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
121.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
121.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
121.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
121.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
120.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
120.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
119.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
119.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
118.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
118.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
118.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
118.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
118.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
117.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
117.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
117.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
117.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
117.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
116.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
116.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
115.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
115.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
115.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
114.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
113.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
113.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
113.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
112.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
112.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
112.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
111.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
111.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
110.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
110.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
110.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
110.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
110.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
109.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
109.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
109.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
108.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
108.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
108.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
107.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
106.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
106.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
106.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
106.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
105.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
105.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
104.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
104.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
104.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
103.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
103.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
103.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
103.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
103.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
103.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
103.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
103.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
102.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
102.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
102.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
101.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
101.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
101.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
101.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
99.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
99.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
99.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
98.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
96.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
96.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
95.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
95.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
93.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
93.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
93.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
93.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
93.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
90.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
90.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
89.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
89.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
88.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
88.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
88.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
86.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
85.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
85.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
85.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
85.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
83.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
82.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
82.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
81.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
80.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
79.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
79.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
78.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
78.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
78.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
78.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
78.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
76.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
74.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
74.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
74.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
74.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
73.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
72.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
72.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
71.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
71.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
70.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
70.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
69.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
69.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
66.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
65.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
65.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
65.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
64.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
64.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
63.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
63.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
61.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
61.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
59.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
59.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
57.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
55.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
55.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
53.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
52.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
49.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
49.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
47.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
45.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
45.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
40.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
37.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
36.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
34.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 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.
SRP9 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
182.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
394.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
362.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
282.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
273.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
268.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
255.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
254.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
253.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
246.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
244.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
240.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
237.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
237.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
235.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
233.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
232.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
227.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
226.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
224.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
224.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
223.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
223.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
213.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
212.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
211.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
209.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
209.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
206.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
204.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
204.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
203.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
201.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
200.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
199.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
199.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
198.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
196.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
196.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
194.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
192.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
192.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
192.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
191.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
191.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
191.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
188.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
187.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
185.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
183.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
181.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
180.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
180.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
177.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
171.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
168.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
167.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
166.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
165.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
164.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
164.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
163.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
161.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
160.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
160.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
158.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
158.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
157.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
157.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
156.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
156.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
151.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
150.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
149.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
146.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
145.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
145.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
144.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
142.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
140.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
137.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
133.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
133.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
132.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
131.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
131.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
131.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
130.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
128.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
126.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
121.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
120.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
117.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
113.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
110.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
106.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
103.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
96.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
95.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
76.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SRP9 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
103.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
337.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
316.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
311.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
265.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
228.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
220.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
216.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
216.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
216.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
214.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
205.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
197.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
193.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
193.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
189.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
186.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
186.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
185.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
184.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
181.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
179.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
179.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
179.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
176.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
175.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
173.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
172.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
172.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
168.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
165.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
164.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
162.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
161.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
161.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
160.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
160.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
160.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
157.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
157.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
157.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
157.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
155.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
155.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
155.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
154.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
152.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
149.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
149.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
148.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
148.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
147.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
146.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
146.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
145.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
143.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
143.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
143.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
143.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
143.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
142.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
142.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
142.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
141.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
141.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
140.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
140.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
139.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
139.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
139.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
138.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
137.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
136.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
134.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
134.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
133.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
131.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
131.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
131.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
131.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
130.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
130.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
130.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
129.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
128.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
127.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
127.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
126.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
126.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
125.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
125.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
125.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
123.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
123.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
122.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
122.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
121.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
121.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
120.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
119.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
119.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
119.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
118.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
116.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
116.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
116.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
116.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
116.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
115.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
115.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
115.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
115.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
114.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
114.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
114.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
112.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
112.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
110.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
109.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
109.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
108.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
108.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
107.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
107.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
106.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
106.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
105.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
104.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
103.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
103.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
103.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
102.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
102.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
101.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
101.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
100.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
99.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
98.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
98.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
96.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
96.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
95.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
95.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
95.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
95.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
94.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
94.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
93.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
92.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
92.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
92.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
92.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
91.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
91.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
91.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
90.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
90.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
90.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
89.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
88.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
88.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
87.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
87.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
87.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
86.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
85.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
85.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
85.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
84.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
84.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
84.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
83.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
82.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
82.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
82.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
82.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
81.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
81.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
81.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
80.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
79.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
79.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
78.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
78.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
77.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
77.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
75.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
75.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
74.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
72.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
72.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
72.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
72.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
71.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
71.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
70.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
69.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
69.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
69.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
66.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
65.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
65.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
65.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
64.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
63.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
63.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
63.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
62.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
62.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
62.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
62.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
61.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
61.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
60.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
60.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
60.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
60.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
58.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
58.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
57.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
57.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
56.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
56.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
56.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
54.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
54.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
54.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
53.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
53.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
53.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
52.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
51.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
51.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
50.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
50.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
49.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
49.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
48.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
48.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
48.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
47.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
47.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
47.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
47.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
44.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
44.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
44.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
43.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
43.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
42.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
42.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
42.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
41.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
41.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
40.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
40.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
39.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
38.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
38.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
38.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
37.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
37.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
37.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
37.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
36.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
34.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
34.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
33.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
33.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
33.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
32.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
31.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
29.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
27.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
25.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
24.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
24.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
24.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
24.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
21.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
15.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
8.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
5.6
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
0.6
CPT0006440003
Tumor
0.6
CPT0084560003
Tumor
0.6
CPT0071150004
Tumor
0.5
CPT0014450004
Tumor
0.4
CPT0078990003
Tumor
0.4
CPT0015730003
Tumor
0.4
CPT0085670003
Tumor
0.4
CPT0088970003
Tumor
0.4
CPT0012640003
Normal
0.4
CPT0079410003
Tumor
0.4
CPT0025350003
Tumor
0.4
CPT0001180009
Tumor
0.4
CPT0078830003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0086820003
Tumor
0.3
CPT0001270001
Normal
0.3
CPT0086950003
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0002350011
Tumor
0.3
CPT0017410003
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0079230003
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0012180003
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0014470001
Normal
0.2
CPT0026410003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0000640003
Tumor
0.2
CPT0089460004
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0092160003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0079270003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0014130001
Normal
0.2
CPT0077320001
Normal
0.2
CPT0088550004
Tumor
0.2
CPT0078840001
Normal
0.2
CPT0000660001
Normal
0.2
CPT0014370004
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0001350001
Normal
0.2
CPT0015810003
Tumor
0.2
CPT0001230001
Normal
0.2
CPT0025290003
Tumor
0.2
CPT0079000001
Normal
0.2
CPT0023710001
Normal
0.2
CPT0086370003
Normal
0.2
CPT0089020003
Tumor
0.1
CPT0078660003
Tumor
0.1
CPT0025110003
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0010120001
Normal
0.1
CPT0024680001
Normal
0.1
CPT0012550003
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0075720003
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0086360003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0077500001
Normal
0.1
CPT0007870001
Normal
0.1
CPT0066470004
Tumor
0.1
CPT0088630003
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0025060001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0078530001
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0076350001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0001500009
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0012900004
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0075130003
Tumor
0.1
CPT0025580004
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0069010001
Normal
0.0
CPT0018250001
Normal
0.0
CPT0092790003
Tumor
0.0
CPT0077140001
Normal
0.0
CPT0092740003
Normal
0.0
CPT0069190001
Normal
0.0
CPT0063320003
Tumor
0.0
CPT0063630003
Tumor
0.0
CPT0012090003
Normal
0.0
CPT0081620001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0025050003
Tumor
0.0
CPT0012080003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0012370003
Tumor
0.0
CPT0006730001
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0088690003
Tumor
0.0
CPT0012770003
Normal
0.0
CPT0010170001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0014350001
Normal
0.0
CPT0088480003
Tumor
0.0
CPT0065690003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0001190001
Normal
0.0
CPT0017850003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0009080003
Normal
0.0
CPT0086830003
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0092310003
Normal
0.0
CPT0065450001
Normal
0.0
CPT0087050003
Normal
0.0
CPT0079430001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0000790001
Normal
0.0
CPT0012670003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0066430001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0012290003
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0079510001
Normal
-0.1
CPT0012280003
Tumor
-0.1
CPT0024670003
Tumor
-0.1
CPT0066480003
Tumor
-0.1
CPT0025880003
Tumor
-0.1
CPT0011410003
Tumor
-0.1
CPT0079180003
Tumor
-0.1
CPT0078940001
Normal
-0.1
CPT0077310003
Tumor
-0.1
CPT0078800003
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0088500001
Normal
-0.1
CPT0009020003
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0009000003
Tumor
-0.1
CPT0089480003
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0065930003
Tumor
-0.1
CPT0082010001
Normal
-0.1
CPT0017450001
Normal
-0.1
CPT0007860003
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0012920003
Normal
-0.1
CPT0025230003
Tumor
-0.1
CPT0012570003
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0011240003
Tumor
-0.1
CPT0069160003
Tumor
-0.1
CPT0006950001
Normal
-0.1
CPT0076330003
Tumor
-0.2
CPT0023350003
Tumor
-0.2
CPT0025170003
Tumor
-0.2
CPT0015910003
Tumor
-0.2
CPT0092730003
Tumor
-0.2
CPT0077490003
Tumor
-0.2
CPT0020120003
Tumor
-0.2
CPT0021240003
Tumor
-0.2
CPT0002270011
Tumor
-0.2
CPT0023690003
Tumor
-0.2
CPT0086970003
Normal
-0.2
CPT0065750003
Tumor
-0.2
CPT0078930003
Tumor
-0.3
CPT0013790003
Normal
-0.3
CPT0026420001
Normal
-0.3
CPT0014160003
Tumor
-0.3
CPT0006630003
Tumor
-0.4
CPT0092290003
Tumor
-0.4
CPT0007320003
Tumor
-0.4
CPT0078510003
Tumor
-0.4
CPT0086030003
Tumor
-0.6
CPT0075560003
Tumor
-0.7
CPT0081880003
Tumor
-0.7
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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.