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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.
RPL36A 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
115.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
504.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
475.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
311.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
305.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
304.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
266.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
253.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
244.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
232.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
228.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
223.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
219.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
209.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
173.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
172.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
164.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
161.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
158.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
158.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
144.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
136.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
130.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
129.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
129.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
128.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
128.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
126.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
123.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
122.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
119.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
115.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
113.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
112.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
101.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
101.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
88.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
87.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
82.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
81.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
80.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
63.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
59.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
34.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
27.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
14.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
10.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
9.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
7.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 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.
RPL36A is potential prognostic, high expression is unfavorable 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
240.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
3135.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
1166.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
949.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
936.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
835.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
793.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
756.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
730.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
703.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
694.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
637.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
628.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
623.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
619.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
597.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
594.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
588.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
583.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
559.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
537.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
531.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
528.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
524.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
518.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
504.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
504.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
495.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
486.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
484.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
482.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
472.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
463.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
463.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
459.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
456.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
452.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
452.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
451.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
449.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
439.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
435.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
432.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
428.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
422.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
421.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
415.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
407.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
402.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
397.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
393.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
390.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
389.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
388.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
387.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
382.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
382.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
380.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
379.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
379.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
379.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
375.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
375.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
374.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
372.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
371.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
363.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
359.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
355.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
353.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
352.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
349.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
347.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
343.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
342.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
340.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
336.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
336.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
335.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
332.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
332.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
331.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
330.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
329.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
328.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
327.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
327.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
326.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
325.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
324.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
322.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
322.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
320.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
318.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
316.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
315.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
315.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
314.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
309.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
308.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
306.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
303.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
301.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
300.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
297.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
297.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
295.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
295.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
294.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
294.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
292.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
290.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
290.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
289.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
288.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
286.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
284.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
283.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
283.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
282.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
282.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
281.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
280.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
279.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
279.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
278.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
277.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
276.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
276.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
274.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
273.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
273.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
270.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
270.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
268.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
268.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
268.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
267.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
266.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
266.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
266.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
266.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
265.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
263.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
263.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
262.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
261.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
261.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
261.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
257.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
257.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
256.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
256.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
255.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
255.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
255.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
255.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
254.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
254.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
253.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
253.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
252.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
252.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
252.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
252.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
251.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
251.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
250.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
249.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
248.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
248.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
247.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
246.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
246.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
245.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
244.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
243.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
242.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
242.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
241.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
241.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
241.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
240.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
240.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
239.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
238.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
238.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
236.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
235.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
235.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
235.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
235.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
234.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
231.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
230.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
229.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
229.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
229.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
229.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
228.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
227.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
226.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
226.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
226.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
226.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
224.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
224.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
223.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
223.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
222.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
222.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
222.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
221.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
221.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
220.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
219.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
219.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
218.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
218.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
218.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
216.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
216.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
215.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
215.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
214.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
213.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
212.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
212.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
210.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
210.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
209.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
208.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
208.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
208.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
208.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
208.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
208.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
207.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
207.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
207.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
206.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
204.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
204.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
203.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
203.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
202.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
202.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
202.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
202.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
202.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
201.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
201.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
200.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
199.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
198.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
197.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
197.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
197.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
197.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
197.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
196.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
196.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
196.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
196.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
196.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
195.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
195.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
194.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
194.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
194.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
193.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
193.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
193.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
193.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
193.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
193.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
193.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
192.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
192.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
192.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
192.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
192.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
191.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
191.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
191.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
191.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
190.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
189.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
188.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
188.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
188.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
187.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
187.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
187.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
186.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
186.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
186.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
186.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
185.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
185.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
184.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
184.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
183.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
183.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
181.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
180.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
180.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
179.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
179.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
179.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
178.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
178.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
178.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
178.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
176.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
176.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
176.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
175.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
175.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
175.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
174.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
174.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
174.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
174.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
174.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
173.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
173.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
173.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
172.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
172.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
172.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
171.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
171.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
171.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
171.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
171.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
170.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
170.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
170.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
170.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
170.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
170.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
169.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
169.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
168.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
168.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
168.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
167.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
167.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
166.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
166.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
166.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
166.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
166.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
166.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
165.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
165.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
164.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
164.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
163.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
163.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
163.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
162.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
162.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
162.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
162.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
162.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
162.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
162.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
161.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
160.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
160.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
160.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
160.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
160.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
159.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
158.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
158.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
157.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
157.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
157.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
157.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
156.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
156.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
155.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
154.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
154.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
153.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
153.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
153.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
152.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
152.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
152.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
151.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
151.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
151.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
150.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
150.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
150.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
149.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
149.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
149.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
149.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
148.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
148.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
148.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
148.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
147.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
147.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
147.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
147.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
147.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
147.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
147.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
146.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
146.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
145.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
145.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
145.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
145.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
144.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
144.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
144.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
144.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
144.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
144.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
144.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
143.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
142.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
142.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
142.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
140.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
140.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
140.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
140.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
140.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
139.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
139.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
139.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
139.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
138.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
138.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
137.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
137.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
137.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
135.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
135.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
135.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
134.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
133.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
133.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
132.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
131.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
131.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
131.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
131.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
131.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
131.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
130.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
129.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
129.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
129.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
128.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
127.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
125.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
123.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
122.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
121.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
121.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
121.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
120.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
120.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
120.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
119.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
119.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
118.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
117.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
117.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
117.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
116.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
115.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
115.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
114.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
114.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
113.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
113.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
108.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
108.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
108.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
107.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
106.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
105.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
105.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
103.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
103.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
102.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
100.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
100.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
97.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
96.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
94.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
94.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
93.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
90.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
90.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
89.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
88.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
87.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
83.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
82.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
80.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
75.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
74.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
67.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
66.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
65.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
64.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
62.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
58.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
54.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
37.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 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.
RPL36A is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
360.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
1563.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
1036.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
916.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
823.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
724.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
632.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
625.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
584.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
548.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
548.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
539.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
494.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
494.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
493.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
486.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
470.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
465.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
450.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
445.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
441.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
441.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
440.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
440.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
437.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
436.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
426.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
424.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
409.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
408.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
387.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
380.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
368.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
368.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
366.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
366.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
361.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
351.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
351.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
351.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
350.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
349.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
344.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
343.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
342.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
340.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
336.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
331.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
324.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
322.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
322.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
320.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
319.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
317.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
312.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
309.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
308.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
304.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
303.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
299.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
285.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
284.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
279.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
277.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
273.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
272.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
271.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
271.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
270.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
268.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
267.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
264.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
262.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
252.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
246.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
245.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
245.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
242.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
241.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
241.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
237.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
236.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
230.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
229.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
227.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
221.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
220.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
216.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
215.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
215.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
212.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
197.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
191.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
163.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
159.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
149.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
139.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
131.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
127.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
118.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 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.
RPL36A 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
158.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2031.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
873.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
720.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
709.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
695.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
673.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
660.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
622.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
570.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
491.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
487.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
478.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
469.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
467.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
463.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
457.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
446.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
446.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
441.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
433.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
410.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
402.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
376.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
354.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
354.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
339.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
337.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
332.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
331.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
330.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
328.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
317.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
315.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
314.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
312.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
308.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
293.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
293.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
277.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
269.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
259.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
258.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
258.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
256.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
253.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
253.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
252.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
250.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
247.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
246.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
242.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
241.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
236.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
234.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
233.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
228.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
227.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
224.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
222.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
219.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
218.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
217.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
213.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
212.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
211.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
208.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
207.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
206.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
206.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
205.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
204.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
203.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
200.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
197.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
196.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
195.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
194.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
193.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
192.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
192.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
191.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
190.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
186.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
185.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
185.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
184.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
182.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
179.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
178.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
177.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
176.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
175.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
174.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
174.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
173.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
172.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
171.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
171.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
171.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
171.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
170.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
168.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
168.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
167.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
166.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
166.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
165.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
163.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
162.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
161.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
160.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
159.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
159.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
158.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
158.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
154.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
153.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
151.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
151.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
148.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
147.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
147.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
146.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
145.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
145.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
143.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
143.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
139.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
138.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
137.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
135.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
134.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
133.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
131.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
130.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
129.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
128.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
128.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
127.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
127.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
125.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
124.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
124.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
124.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
123.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
123.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
123.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
122.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
122.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
120.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
120.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
118.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
117.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
117.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
117.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
113.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
113.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
110.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
110.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
109.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
108.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
107.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
106.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
106.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
106.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
105.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
104.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
104.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
103.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
101.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
100.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
99.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
98.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
97.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
97.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
96.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
95.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
95.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
95.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
95.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
93.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
93.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
92.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
90.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
89.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
88.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
88.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
86.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
86.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
82.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
82.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
81.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
79.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
78.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
77.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
76.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
75.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
75.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
73.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
73.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
70.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
69.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
69.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
69.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
68.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
68.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
62.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
56.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
50.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
40.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
22.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
20.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
20.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
17.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
16.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
15.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
14.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
14.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
13.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
13.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
11.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
11.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
10.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
10.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
9.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
8.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
8.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
8.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
6.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
5.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
4.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
0.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
0.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
2.0
CPT0017850003
Tumor
1.3
CPT0012550003
Tumor
1.3
CPT0079410003
Tumor
1.2
CPT0023350003
Tumor
1.1
CPT0088550004
Tumor
1.1
CPT0085670003
Tumor
1.1
CPT0088970003
Tumor
1.0
CPT0002350011
Tumor
0.9
CPT0065430003
Tumor
0.9
CPT0012180003
Tumor
0.8
CPT0001540009
Tumor
0.7
CPT0001260009
Tumor
0.7
CPT0069000003
Tumor
0.7
CPT0079480003
Tumor
0.7
CPT0086030003
Tumor
0.7
CPT0011410003
Tumor
0.7
CPT0075130003
Tumor
0.7
CPT0088480003
Tumor
0.6
CPT0078990003
Tumor
0.6
CPT0088690003
Tumor
0.6
CPT0025350003
Tumor
0.6
CPT0000640003
Tumor
0.6
CPT0012080003
Tumor
0.6
CPT0081600003
Tumor
0.6
CPT0092730003
Tumor
0.6
CPT0081990003
Tumor
0.6
CPT0088900003
Tumor
0.5
CPT0025050003
Tumor
0.5
CPT0025230003
Tumor
0.5
CPT0078800003
Tumor
0.5
CPT0065930003
Tumor
0.5
CPT0001220008
Tumor
0.5
CPT0009000003
Tumor
0.5
CPT0088630003
Tumor
0.5
CPT0002270011
Tumor
0.5
CPT0069190001
Normal
0.5
CPT0078830003
Tumor
0.5
CPT0012670003
Tumor
0.5
CPT0071150004
Tumor
0.4
CPT0077110003
Tumor
0.4
CPT0014450004
Tumor
0.4
CPT0089460004
Tumor
0.4
CPT0079380003
Tumor
0.4
CPT0076330003
Tumor
0.4
CPT0079180003
Tumor
0.4
CPT0065870003
Tumor
0.4
CPT0063630003
Tumor
0.4
CPT0001270001
Normal
0.4
CPT0001180009
Tumor
0.4
CPT0015810003
Tumor
0.4
CPT0026410003
Tumor
0.4
CPT0086820003
Tumor
0.4
CPT0084560003
Tumor
0.3
CPT0088760003
Tumor
0.3
CPT0077490003
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0088570001
Normal
0.3
CPT0066470004
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0069160003
Tumor
0.3
CPT0065690003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0086950003
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0063320003
Tumor
0.2
CPT0025880003
Tumor
0.2
CPT0077320001
Normal
0.2
CPT0078660003
Tumor
0.2
CPT0015730003
Tumor
0.2
CPT0025060001
Normal
0.2
CPT0084590001
Normal
0.2
CPT0012920003
Normal
0.1
CPT0025290003
Tumor
0.1
CPT0088920001
Normal
0.1
CPT0013790003
Normal
0.1
CPT0012280003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0081880003
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0089020003
Tumor
0.0
CPT0092190003
Normal
0.0
CPT0006630003
Tumor
0.0
CPT0092790003
Tumor
0.0
CPT0086870003
Tumor
0.0
CPT0020120003
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0001500009
Tumor
0.0
CPT0014160003
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0000890001
Normal
-0.1
CPT0075720003
Tumor
-0.1
CPT0078930003
Tumor
-0.1
CPT0025580004
Tumor
-0.1
CPT0077500001
Normal
-0.1
CPT0075560003
Tumor
-0.1
CPT0086360003
Tumor
-0.1
CPT0065810003
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0000780007
Tumor
-0.1
CPT0076350001
Normal
-0.2
CPT0065820001
Normal
-0.2
CPT0012290003
Normal
-0.2
CPT0066480003
Tumor
-0.2
CPT0092740003
Normal
-0.2
CPT0092290003
Tumor
-0.2
CPT0075170001
Normal
-0.2
CPT0064370003
Tumor
-0.2
CPT0000870016
Tumor
-0.2
CPT0015910003
Tumor
-0.2
CPT0020130001
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0021240003
Tumor
-0.2
CPT0001190001
Normal
-0.2
CPT0065750003
Tumor
-0.3
CPT0079510001
Normal
-0.3
CPT0023690003
Tumor
-0.3
CPT0007870001
Normal
-0.3
CPT0007320003
Tumor
-0.3
CPT0078530001
Normal
-0.3
CPT0079270003
Tumor
-0.3
CPT0014470001
Normal
-0.3
CPT0014130001
Normal
-0.3
CPT0006900003
Tumor
-0.3
CPT0063330001
Normal
-0.4
CPT0088780001
Normal
-0.4
CPT0024680001
Normal
-0.4
CPT0075570001
Normal
-0.4
CPT0012900004
Tumor
-0.4
CPT0012640003
Normal
-0.4
CPT0012570003
Normal
-0.4
CPT0017410003
Tumor
-0.4
CPT0069010001
Normal
-0.4
CPT0001350001
Normal
-0.4
CPT0086830003
Normal
-0.4
CPT0006730001
Normal
-0.4
CPT0087040003
Tumor
-0.5
CPT0002370001
Normal
-0.5
CPT0081620001
Normal
-0.5
CPT0012090003
Normal
-0.5
CPT0079430001
Normal
-0.5
CPT0009020003
Normal
-0.5
CPT0078840001
Normal
-0.5
CPT0088500001
Normal
-0.5
CPT0025610001
Normal
-0.5
CPT0007860003
Tumor
-0.5
CPT0007470001
Normal
-0.5
CPT0018250001
Normal
-0.5
CPT0088710001
Normal
-0.6
CPT0077140001
Normal
-0.6
CPT0088640003
Normal
-0.6
CPT0077310003
Tumor
-0.6
CPT0082010001
Normal
-0.6
CPT0001230001
Normal
-0.6
CPT0006950001
Normal
-0.6
CPT0078670001
Normal
-0.6
CPT0009060003
Tumor
-0.6
CPT0078510003
Tumor
-0.6
CPT0092310003
Normal
-0.6
CPT0086370003
Normal
-0.6
CPT0063640001
Normal
-0.7
CPT0000660001
Normal
-0.7
CPT0064400001
Normal
-0.7
CPT0010170001
Normal
-0.7
CPT0078940001
Normal
-0.7
CPT0087050003
Normal
-0.7
CPT0086890003
Normal
-0.7
CPT0026420001
Normal
-0.7
CPT0089040001
Normal
-0.7
CPT0079300001
Normal
-0.7
CPT0023710001
Normal
-0.8
CPT0006530001
Normal
-0.8
CPT0019160001
Normal
-0.8
CPT0089480003
Normal
-0.8
CPT0001510001
Normal
-0.8
CPT0023360001
Normal
-0.9
CPT0012770003
Normal
-0.9
CPT0079000001
Normal
-0.9
CPT0065450001
Normal
-0.9
CPT0066520001
Normal
-0.9
CPT0009080003
Normal
-0.9
CPT0025920001
Normal
-0.9
CPT0000790001
Normal
-1.0
CPT0017450001
Normal
-1.0
CPT0020020001
Normal
-1.0
CPT0014350001
Normal
-1.1
CPT0001550001
Normal
-1.1
CPT0066430001
Normal
-1.3
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.