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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.
SRP14 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
348.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
1109.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
996.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
931.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
927.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
921.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
777.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
631.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
616.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
588.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
586.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
563.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
534.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
506.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
487.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
472.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
461.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
444.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
374.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
357.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
348.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
348.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
334.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
317.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
302.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
298.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
279.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
278.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
270.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
267.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
261.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
259.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
255.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
255.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
249.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
235.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
235.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
234.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
227.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
222.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
221.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
218.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
217.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
216.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
214.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
213.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
211.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
209.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
204.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
190.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
182.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
182.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
181.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
179.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
174.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
171.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
170.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
168.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
164.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
161.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
147.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
144.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
143.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
109.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 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.
SRP14 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
182.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
475.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
354.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
346.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
344.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
339.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
331.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
323.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
318.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
317.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
293.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
289.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
288.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
286.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
286.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
286.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
286.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
285.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
283.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
281.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
279.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
275.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
275.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
273.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
271.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
269.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
266.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
265.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
263.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
263.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
262.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
262.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
262.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
260.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
259.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
259.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
259.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
257.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
256.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
256.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
254.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
253.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
253.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
253.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
251.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
251.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
251.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
251.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
250.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
248.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
247.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
246.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
245.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
244.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
244.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
244.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
242.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
241.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
240.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
240.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
240.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
240.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
239.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
239.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
239.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
238.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
238.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
237.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
237.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
236.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
236.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
235.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
234.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
233.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
232.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
232.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
232.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
231.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
230.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
229.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
228.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
228.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
228.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
228.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
228.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
228.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
227.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
227.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
226.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
226.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
226.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
225.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
223.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
222.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
222.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
222.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
222.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
221.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
221.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
221.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
221.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
220.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
220.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
220.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
220.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
218.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
218.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
218.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
217.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
217.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
217.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
216.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
216.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
216.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
216.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
215.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
215.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
215.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
215.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
214.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
214.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
214.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
213.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
212.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
212.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
212.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
211.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
211.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
210.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
210.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
210.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
210.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
210.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
209.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
209.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
208.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
208.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
208.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
208.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
207.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
207.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
206.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
206.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
206.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
205.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
205.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
204.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
204.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
204.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
204.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
204.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
204.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
204.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
204.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
203.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
203.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
203.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
203.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
203.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
202.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
202.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
202.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
202.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
202.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
202.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
202.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
201.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
201.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
200.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
200.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
200.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
200.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
200.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
200.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
200.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
200.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
200.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
199.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
199.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
199.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
199.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
198.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
197.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
197.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
197.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
197.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
197.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
197.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
196.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
196.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
195.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
195.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
195.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
195.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
195.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
194.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
194.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
193.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
193.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
193.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
193.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
192.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
192.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
192.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
191.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
191.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
191.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
191.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
191.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
190.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
190.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
190.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
189.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
189.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
189.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
189.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
188.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
188.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
188.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
188.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
188.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
187.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
187.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
187.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
187.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
187.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
187.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
187.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
186.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
186.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
185.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
185.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
185.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
185.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
185.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
184.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
184.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
184.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
183.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
183.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
183.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
183.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
183.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
183.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
183.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
183.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
182.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
182.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
182.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
182.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
181.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
181.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
181.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
181.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
181.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
181.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
180.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
180.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
180.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
180.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
180.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
180.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
179.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
179.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
179.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
178.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
178.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
178.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
177.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
177.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
177.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
177.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
177.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
177.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
176.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
176.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
176.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
176.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
176.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
176.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
175.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
175.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
174.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
174.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
174.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
174.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
174.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
173.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
173.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
173.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
173.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
172.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
172.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
172.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
172.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
172.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
171.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
171.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
171.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
171.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
171.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
170.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
170.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
169.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
169.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
169.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
168.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
168.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
168.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
168.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
168.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
168.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
168.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
167.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
167.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
167.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
166.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
166.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
166.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
166.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
165.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
165.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
165.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
165.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
165.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
165.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
164.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
164.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
164.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
164.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
163.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
163.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
163.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
163.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
163.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
162.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
162.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
162.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
162.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
162.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
161.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
161.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
161.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
161.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
161.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
161.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
161.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
161.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
160.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
160.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
159.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
159.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
159.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
158.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
158.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
158.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
157.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
157.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
157.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
157.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
157.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
157.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
156.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
156.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
156.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
156.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
156.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
156.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
155.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
155.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
155.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
155.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
155.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
155.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
154.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
154.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
154.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
154.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
153.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
153.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
153.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
153.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
153.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
152.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
152.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
152.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
152.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
151.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
151.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
151.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
151.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
151.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
151.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
151.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
150.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
150.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
150.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
149.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
149.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
149.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
148.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
148.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
148.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
148.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
147.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
147.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
147.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
147.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
147.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
146.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
146.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
145.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
145.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
144.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
144.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
143.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
143.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
143.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
143.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
143.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
142.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
142.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
142.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
142.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
142.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
141.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
140.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
140.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
140.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
139.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
139.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
139.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
138.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
138.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
138.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
138.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
137.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
137.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
136.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
135.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
134.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
134.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
134.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
133.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
133.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
132.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
132.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
132.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
132.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
131.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
131.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
130.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
130.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
130.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
129.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
129.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
128.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
128.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
128.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
127.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
127.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
127.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
126.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
126.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
126.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
125.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
124.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
124.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
123.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
123.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
123.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
123.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
123.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
122.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
121.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
121.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
118.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
118.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
118.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
118.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
117.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
117.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
115.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
114.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
114.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
114.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
114.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
113.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
113.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
113.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
112.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
111.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
109.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
107.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
106.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
105.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
104.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
104.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
101.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
101.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
100.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
97.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
95.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
93.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
92.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
90.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
90.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
88.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
88.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
86.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
86.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
86.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
81.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
78.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
78.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
78.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
60.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
55.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
46.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
46.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
36.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SRP14 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
254.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
431.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
424.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
396.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
389.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
377.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
369.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
366.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
363.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
359.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
339.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
326.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
326.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
319.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
311.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
308.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
306.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
304.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
303.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
302.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
299.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
298.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
296.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
293.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
292.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
291.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
288.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
287.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
285.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
285.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
280.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
278.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
275.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
274.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
272.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
272.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
263.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
263.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
262.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
261.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
261.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
261.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
260.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
260.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
259.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
259.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
256.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
256.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
254.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
252.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
251.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
250.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
248.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
247.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
246.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
245.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
245.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
245.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
244.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
244.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
244.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
240.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
240.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
239.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
238.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
237.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
228.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
227.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
226.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
225.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
224.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
224.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
218.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
217.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
217.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
215.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
210.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
210.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
209.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
208.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
207.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
205.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
205.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
204.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
200.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
198.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
194.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
191.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
186.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
182.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
181.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
179.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
177.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
169.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
163.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
152.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
150.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
143.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
138.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
122.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SRP14 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
236.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
1133.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
1109.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
970.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
945.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
911.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
799.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
737.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
669.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
663.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
630.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
611.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
606.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
592.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
566.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
556.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
545.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
536.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
536.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
523.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
522.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
520.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
520.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
489.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
488.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
484.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
481.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
474.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
471.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
462.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
458.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
453.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
451.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
446.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
437.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
428.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
427.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
422.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
404.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
381.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
380.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
379.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
379.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
378.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
373.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
372.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
371.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
370.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
370.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
369.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
353.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
351.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
346.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
346.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
344.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
340.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
335.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
331.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
328.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
324.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
309.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
308.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
304.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
304.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
295.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
281.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
278.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
277.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
276.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
274.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
274.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
269.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
269.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
266.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
266.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
265.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
263.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
260.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
259.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
252.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
246.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
246.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
244.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
240.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
239.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
238.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
235.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
232.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
228.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
225.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
223.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
219.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
218.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
218.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
217.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
217.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
217.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
215.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
214.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
209.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
209.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
204.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
202.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
202.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
202.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
201.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
201.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
199.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
199.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
197.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
196.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
195.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
195.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
194.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
193.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
191.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
191.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
189.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
189.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
189.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
188.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
188.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
187.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
186.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
185.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
185.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
183.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
182.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
182.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
180.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
179.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
178.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
174.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
172.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
172.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
172.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
172.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
171.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
171.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
170.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
170.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
169.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
169.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
169.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
168.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
167.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
167.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
166.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
165.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
165.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
165.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
164.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
164.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
163.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
163.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
159.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
159.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
159.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
159.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
158.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
158.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
158.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
157.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
157.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
157.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
156.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
156.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
156.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
156.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
156.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
152.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
152.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
151.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
150.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
150.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
149.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
149.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
149.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
147.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
147.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
146.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
146.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
146.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
145.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
145.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
142.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
142.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
142.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
142.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
142.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
141.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
140.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
140.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
139.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
139.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
138.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
138.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
138.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
138.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
137.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
136.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
136.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
136.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
136.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
134.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
134.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
133.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
133.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
133.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
133.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
133.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
132.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
132.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
132.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
131.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
131.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
131.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
131.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
130.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
130.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
129.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
129.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
128.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
127.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
127.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
127.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
126.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
126.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
125.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
125.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
125.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
124.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
124.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
124.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
123.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
123.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
123.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
123.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
122.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
122.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
121.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
121.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
121.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
119.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
118.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
117.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
117.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
117.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
116.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
116.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
115.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
115.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
115.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
115.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
114.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
114.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
114.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
113.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
113.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
113.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
110.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
109.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
108.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
107.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
106.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
105.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
103.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
103.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
102.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
102.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
100.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
100.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
99.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
93.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
92.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
92.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
90.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
86.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
86.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
83.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
80.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
78.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
71.1
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
0.8
CPT0015730003
Tumor
0.5
CPT0006440003
Tumor
0.4
CPT0084560003
Tumor
0.4
CPT0078660003
Tumor
0.4
CPT0009060003
Tumor
0.4
CPT0024680001
Normal
0.4
CPT0085670003
Tumor
0.4
CPT0079410003
Tumor
0.4
CPT0088970003
Tumor
0.3
CPT0012640003
Normal
0.3
CPT0012180003
Tumor
0.3
CPT0002350011
Tumor
0.3
CPT0079300001
Normal
0.3
CPT0078990003
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0001180009
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0086870003
Tumor
0.3
CPT0001540009
Tumor
0.3
CPT0026410003
Tumor
0.3
CPT0088550004
Tumor
0.3
CPT0010110003
Tumor
0.3
CPT0078830003
Tumor
0.3
CPT0071150004
Tumor
0.2
CPT0014450004
Tumor
0.2
CPT0012900004
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0086360003
Tumor
0.2
CPT0017410003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0079180003
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0001270001
Normal
0.2
CPT0024670003
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0010120001
Normal
0.2
CPT0092790003
Tumor
0.2
CPT0069000003
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0075130003
Tumor
0.2
CPT0021240003
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0014130001
Normal
0.2
CPT0092160003
Tumor
0.2
CPT0001230001
Normal
0.2
CPT0000790001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0063330001
Normal
0.2
CPT0025610001
Normal
0.2
CPT0092190003
Normal
0.2
CPT0012550003
Tumor
0.1
CPT0025110003
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0012670003
Tumor
0.1
CPT0077320001
Normal
0.1
CPT0065450001
Normal
0.1
CPT0012370003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0017850003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0012770003
Normal
0.1
CPT0066430001
Normal
0.1
CPT0065870003
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0079000001
Normal
0.1
CPT0089460004
Tumor
0.1
CPT0001550001
Normal
0.1
CPT0079270003
Tumor
0.1
CPT0006730001
Normal
0.1
CPT0015810003
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0065930003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0025060001
Normal
0.1
CPT0065820001
Normal
0.1
CPT0088690003
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0081990003
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0025050003
Tumor
0.1
CPT0086370003
Normal
0.1
CPT0001350001
Normal
0.1
CPT0025580004
Tumor
0.1
CPT0002370001
Normal
0.0
CPT0010160003
Tumor
0.0
CPT0088630003
Tumor
0.0
CPT0079430001
Normal
0.0
CPT0025170003
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0009080003
Normal
0.0
CPT0069190001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0000640003
Tumor
0.0
CPT0012080003
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0079510001
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0025880003
Tumor
0.0
CPT0017450001
Normal
0.0
CPT0092310003
Normal
0.0
CPT0081620001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0018250001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0009000003
Tumor
0.0
CPT0089480003
Normal
0.0
CPT0007860003
Tumor
0.0
CPT0001220008
Tumor
0.0
CPT0088760003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0014160003
Tumor
0.0
CPT0089020003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0092740003
Normal
0.0
CPT0012290003
Normal
0.0
CPT0007470001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0023710001
Normal
0.0
CPT0010170001
Normal
0.0
CPT0012090003
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0015910003
Tumor
-0.1
CPT0012570003
Normal
-0.1
CPT0012280003
Tumor
-0.1
CPT0014350001
Normal
-0.1
CPT0088480003
Tumor
-0.1
CPT0025290003
Tumor
-0.1
CPT0086030003
Tumor
-0.1
CPT0078530001
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0001500009
Tumor
-0.1
CPT0078510003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0000780007
Tumor
-0.1
CPT0077140001
Normal
-0.1
CPT0019990003
Tumor
-0.1
CPT0019130003
Tumor
-0.1
CPT0086950003
Tumor
-0.1
CPT0076350001
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0066470004
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0088920001
Normal
-0.1
CPT0063320003
Tumor
-0.1
CPT0078800003
Tumor
-0.1
CPT0088710001
Normal
-0.1
CPT0009020003
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0025230003
Tumor
-0.1
CPT0012920003
Normal
-0.1
CPT0001190001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0075560003
Tumor
-0.1
CPT0092290003
Tumor
-0.1
CPT0000890001
Normal
-0.1
CPT0065690003
Tumor
-0.2
CPT0011410003
Tumor
-0.2
CPT0023360001
Normal
-0.2
CPT0066480003
Tumor
-0.2
CPT0088570001
Normal
-0.2
CPT0026420001
Normal
-0.2
CPT0023690003
Tumor
-0.2
CPT0013790003
Normal
-0.2
CPT0002270011
Tumor
-0.2
CPT0077490003
Tumor
-0.2
CPT0077310003
Tumor
-0.3
CPT0020120003
Tumor
-0.3
CPT0092730003
Tumor
-0.3
CPT0063630003
Tumor
-0.3
CPT0023350003
Tumor
-0.3
CPT0081880003
Tumor
-0.5
CPT0076330003
Tumor
-0.5
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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.