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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.
OST4 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
340.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
877.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
691.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
633.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
607.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
579.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
503.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
471.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
461.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
453.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
445.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
439.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
430.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
387.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
381.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
380.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
378.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
373.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
372.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
365.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
363.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
363.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
355.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
355.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
355.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
348.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
336.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
334.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
330.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
325.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
319.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
314.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
311.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
311.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
308.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
302.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
300.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
296.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
294.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
290.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
288.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
287.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
277.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
274.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
274.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
273.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
270.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
266.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
264.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
263.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
262.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
260.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
248.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
245.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
244.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
243.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
235.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
230.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
230.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
228.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
215.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
206.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
201.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
152.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
OST4 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
423.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
1131.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
1096.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
936.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
874.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
874.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
842.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
804.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
766.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
765.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
740.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
733.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
709.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
705.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
698.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
683.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
681.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
676.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
673.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
669.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
664.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
663.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
662.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
662.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
648.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
645.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
643.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
643.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
638.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
636.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
634.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
633.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
633.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
631.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
629.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
626.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
623.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
620.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
618.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
614.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
612.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
608.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
608.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
607.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
607.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
605.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
605.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
601.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
600.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
596.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
595.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
594.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
594.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
593.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
592.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
591.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
583.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
582.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
581.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
574.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
571.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
567.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
566.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
564.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
564.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
561.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
558.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
555.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
554.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
554.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
553.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
553.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
552.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
552.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
551.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
549.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
546.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
546.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
545.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
541.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
538.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
537.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
534.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
533.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
530.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
529.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
529.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
526.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
525.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
525.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
523.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
522.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
521.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
520.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
519.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
518.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
517.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
515.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
515.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
514.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
514.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
514.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
514.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
513.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
509.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
506.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
506.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
506.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
505.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
505.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
502.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
499.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
498.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
497.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
495.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
493.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
492.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
491.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
490.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
490.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
488.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
488.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
487.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
486.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
486.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
486.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
483.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
482.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
480.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
479.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
477.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
477.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
477.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
476.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
475.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
475.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
474.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
473.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
473.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
472.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
472.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
471.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
471.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
469.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
469.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
469.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
465.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
465.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
464.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
464.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
463.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
463.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
462.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
461.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
461.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
461.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
461.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
459.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
458.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
458.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
457.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
457.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
456.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
456.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
456.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
455.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
455.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
454.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
453.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
453.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
453.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
453.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
453.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
451.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
451.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
451.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
449.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
448.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
447.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
446.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
446.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
446.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
443.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
443.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
440.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
440.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
439.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
439.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
438.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
437.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
437.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
436.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
436.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
436.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
436.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
435.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
434.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
434.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
434.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
434.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
433.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
433.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
432.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
432.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
432.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
431.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
431.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
430.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
430.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
430.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
430.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
430.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
430.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
429.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
429.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
429.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
428.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
428.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
427.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
426.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
426.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
425.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
425.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
425.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
424.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
423.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
422.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
421.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
421.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
421.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
420.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
420.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
418.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
418.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
418.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
418.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
418.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
418.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
417.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
417.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
417.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
416.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
416.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
416.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
416.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
415.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
414.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
414.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
413.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
413.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
412.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
411.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
410.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
410.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
409.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
409.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
409.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
408.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
408.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
408.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
407.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
407.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
406.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
406.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
406.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
405.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
404.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
403.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
402.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
401.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
401.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
400.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
399.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
399.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
399.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
399.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
398.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
397.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
397.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
397.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
397.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
396.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
396.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
395.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
394.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
394.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
394.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
394.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
393.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
392.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
389.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
389.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
389.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
389.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
388.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
388.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
387.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
387.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
387.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
385.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
384.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
384.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
383.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
383.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
383.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
383.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
383.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
382.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
381.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
381.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
380.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
380.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
379.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
379.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
379.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
379.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
377.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
377.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
376.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
376.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
376.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
376.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
375.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
373.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
372.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
372.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
372.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
372.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
371.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
371.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
370.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
370.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
369.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
369.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
368.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
368.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
367.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
366.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
366.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
365.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
364.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
364.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
363.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
363.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
362.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
362.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
361.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
361.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
361.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
359.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
358.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
357.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
356.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
356.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
356.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
356.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
356.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
355.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
355.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
355.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
355.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
354.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
354.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
353.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
353.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
352.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
352.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
350.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
350.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
349.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
349.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
349.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
349.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
348.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
347.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
347.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
346.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
346.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
346.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
345.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
345.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
344.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
344.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
342.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
342.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
342.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
342.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
341.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
341.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
341.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
340.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
340.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
339.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
339.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
338.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
338.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
338.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
337.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
337.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
336.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
336.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
335.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
335.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
335.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
334.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
333.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
333.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
332.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
332.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
332.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
332.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
330.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
330.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
329.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
329.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
329.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
328.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
327.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
327.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
327.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
325.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
324.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
324.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
323.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
323.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
322.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
322.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
321.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
321.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
320.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
320.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
318.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
318.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
317.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
316.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
316.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
315.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
315.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
315.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
314.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
314.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
312.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
312.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
311.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
310.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
309.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
307.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
306.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
306.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
306.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
305.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
304.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
304.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
304.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
303.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
303.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
301.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
300.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
299.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
298.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
298.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
298.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
296.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
296.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
296.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
293.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
293.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
292.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
292.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
290.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
289.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
289.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
288.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
288.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
287.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
286.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
286.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
284.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
283.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
283.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
282.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
281.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
280.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
279.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
278.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
278.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
278.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
278.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
274.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
274.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
273.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
273.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
272.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
270.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
270.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
269.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
269.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
268.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
264.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
263.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
259.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
252.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
249.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
247.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
246.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
244.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
243.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
242.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
240.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
235.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
230.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
230.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
226.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
225.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
203.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
198.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
192.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
182.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
181.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
174.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
156.7
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.
OST4 is potential prognostic, high expression is unfavorable in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
387.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
846.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
673.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
631.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
609.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
567.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
565.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
542.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
533.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
531.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
527.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
521.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
517.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
503.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
500.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
498.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
487.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
482.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
481.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
478.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
470.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
464.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
454.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
453.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
452.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
450.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
443.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
443.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
424.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
417.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
414.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
413.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
413.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
404.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
402.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
398.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
398.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
398.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
395.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
395.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
392.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
385.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
380.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
379.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
377.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
375.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
371.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
370.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
369.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
368.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
367.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
366.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
362.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
357.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
352.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
350.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
348.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
347.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
347.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
347.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
345.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
344.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
343.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
342.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
341.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
341.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
341.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
339.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
338.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
336.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
335.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
334.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
329.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
321.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
320.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
320.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
318.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
312.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
312.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
311.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
307.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
304.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
303.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
296.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
295.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
295.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
294.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
294.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
294.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
293.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
292.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
286.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
280.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
276.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
269.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
265.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
256.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
250.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
229.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
227.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
OST4 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
454.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
1055.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
988.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
932.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
900.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
861.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
821.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
787.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
772.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
771.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
767.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
765.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
764.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
754.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
746.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
744.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
738.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
722.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
722.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
666.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
664.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
657.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
641.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
635.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
633.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
630.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
625.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
625.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
623.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
622.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
620.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
615.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
613.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
608.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
607.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
604.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
604.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
603.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
597.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
597.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
595.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
594.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
592.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
589.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
584.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
582.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
582.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
577.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
575.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
574.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
572.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
569.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
567.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
566.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
560.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
559.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
558.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
558.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
556.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
555.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
548.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
548.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
542.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
535.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
534.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
531.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
528.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
528.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
526.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
526.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
523.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
523.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
517.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
516.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
515.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
514.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
507.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
506.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
506.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
505.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
504.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
503.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
503.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
501.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
500.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
498.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
497.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
495.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
494.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
494.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
494.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
493.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
492.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
488.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
486.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
486.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
486.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
486.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
484.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
484.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
483.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
482.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
481.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
481.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
481.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
479.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
479.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
478.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
476.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
475.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
474.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
474.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
473.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
472.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
471.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
470.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
469.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
468.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
468.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
468.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
468.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
468.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
467.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
465.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
465.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
464.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
463.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
461.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
458.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
458.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
455.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
453.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
453.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
453.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
451.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
449.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
449.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
448.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
447.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
447.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
440.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
440.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
437.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
437.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
435.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
434.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
434.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
433.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
432.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
431.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
429.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
428.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
428.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
428.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
426.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
425.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
424.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
424.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
420.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
419.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
416.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
416.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
415.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
414.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
412.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
412.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
408.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
408.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
406.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
406.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
404.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
404.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
403.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
402.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
402.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
401.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
401.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
398.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
398.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
398.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
396.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
395.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
395.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
395.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
394.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
392.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
390.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
390.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
385.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
385.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
382.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
381.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
380.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
380.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
379.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
379.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
378.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
376.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
376.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
373.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
372.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
371.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
371.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
370.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
367.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
366.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
366.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
364.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
364.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
362.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
362.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
360.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
360.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
359.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
359.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
359.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
358.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
358.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
357.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
356.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
352.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
352.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
352.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
351.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
350.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
345.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
345.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
345.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
344.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
341.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
340.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
338.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
338.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
337.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
336.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
332.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
329.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
327.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
327.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
327.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
324.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
320.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
319.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
316.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
313.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
312.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
308.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
305.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
302.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
302.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
301.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
300.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
299.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
298.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
290.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
287.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
284.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
284.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
281.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
281.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
280.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
275.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
272.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
271.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
268.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
268.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
265.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
265.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
256.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
255.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
248.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
243.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
238.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
237.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
236.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
232.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
231.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
225.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
216.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
207.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
174.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
132.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
111.6
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
