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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.
RPL22 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
151.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
925.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
430.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
351.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
350.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
317.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
296.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
270.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
254.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
249.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
239.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
228.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
225.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
216.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
207.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
207.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
199.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
198.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
190.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
180.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
177.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
174.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
174.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
170.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
169.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
168.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
160.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
159.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
151.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
150.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
145.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
132.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
130.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
122.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
119.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
112.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
108.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
107.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
105.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
102.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
101.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
99.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
97.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
90.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
75.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
69.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
68.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
65.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
57.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
56.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
54.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
52.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
50.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
48.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
47.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
44.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
42.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
38.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
32.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
31.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
27.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
27.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
27.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
21.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RPL22 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
486.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
1059.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
1000.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
976.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
970.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
958.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
916.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
906.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
890.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
887.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
886.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
884.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
883.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
871.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
863.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
862.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
861.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
857.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
855.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
852.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
848.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
846.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
844.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
837.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
836.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
832.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
821.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
818.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
815.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
812.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
812.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
792.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
791.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
779.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
773.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
773.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
770.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
768.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
764.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
753.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
751.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
745.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
741.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
740.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
736.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
732.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
724.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
718.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
718.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
716.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
716.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
712.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
711.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
710.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
709.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
707.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
706.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
701.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
700.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
700.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
695.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
689.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
688.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
686.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
684.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
682.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
681.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
679.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
678.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
675.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
672.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
672.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
671.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
670.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
669.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
667.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
665.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
665.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
664.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
663.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
660.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
659.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
658.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
654.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
652.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
649.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
649.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
648.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
646.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
646.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
645.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
643.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
642.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
640.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
638.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
638.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
637.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
632.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
632.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
629.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
628.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
628.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
627.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
627.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
624.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
624.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
622.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
622.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
621.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
617.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
616.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
615.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
613.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
612.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
612.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
611.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
611.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
610.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
606.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
605.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
605.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
605.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
602.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
602.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
601.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
601.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
600.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
598.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
598.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
597.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
596.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
596.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
594.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
593.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
592.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
592.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
592.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
591.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
591.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
590.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
590.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
589.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
589.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
587.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
587.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
586.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
585.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
585.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
583.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
583.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
582.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
581.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
580.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
579.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
577.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
577.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
574.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
570.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
567.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
564.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
564.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
564.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
564.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
562.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
562.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
561.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
561.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
560.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
560.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
560.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
559.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
556.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
556.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
556.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
555.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
555.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
555.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
554.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
553.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
553.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
553.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
552.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
552.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
552.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
552.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
551.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
550.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
549.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
549.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
548.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
548.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
547.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
547.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
546.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
546.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
546.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
541.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
541.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
540.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
539.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
538.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
536.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
536.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
534.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
532.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
532.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
531.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
529.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
529.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
528.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
528.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
527.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
526.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
526.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
525.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
523.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
523.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
522.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
522.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
521.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
521.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
521.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
521.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
520.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
520.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
520.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
519.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
518.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
518.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
515.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
514.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
514.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
513.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
511.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
509.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
509.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
509.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
508.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
508.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
506.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
506.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
505.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
505.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
503.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
502.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
502.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
501.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
501.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
501.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
499.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
498.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
498.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
498.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
496.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
495.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
495.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
495.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
495.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
495.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
494.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
493.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
493.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
493.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
492.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
490.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
489.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
488.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
488.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
487.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
484.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
484.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
484.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
483.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
483.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
477.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
477.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
476.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
474.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
473.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
472.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
471.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
470.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
469.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
468.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
468.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
467.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
466.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
463.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
462.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
462.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
461.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
460.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
459.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
458.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
456.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
456.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
455.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
454.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
454.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
453.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
453.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
453.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
453.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
453.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
452.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
452.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
451.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
451.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
450.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
449.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
448.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
448.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
447.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
445.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
443.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
443.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
442.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
441.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
441.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
441.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
441.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
437.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
437.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
435.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
434.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
433.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
432.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
431.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
430.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
426.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
426.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
425.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
425.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
424.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
424.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
423.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
423.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
421.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
421.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
420.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
415.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
414.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
413.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
412.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
412.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
409.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
406.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
405.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
405.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
404.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
403.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
403.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
402.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
399.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
396.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
394.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
394.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
393.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
393.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
391.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
391.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
391.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
389.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
388.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
386.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
384.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
383.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
383.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
380.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
379.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
377.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
377.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
376.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
375.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
374.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
372.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
372.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
372.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
370.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
370.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
369.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
368.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
367.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
366.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
363.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
361.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
359.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
356.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
354.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
353.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
353.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
353.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
352.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
350.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
350.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
349.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
349.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
348.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
346.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
346.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
344.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
344.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
339.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
335.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
334.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
334.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
333.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
332.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
328.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
328.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
325.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
324.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
324.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
323.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
321.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
320.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
318.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
318.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
315.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
315.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
315.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
313.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
311.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
311.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
310.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
309.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
309.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
307.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
307.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
306.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
305.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
305.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
302.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
300.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
299.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
297.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
295.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
295.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
293.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
291.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
289.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
288.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
282.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
281.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
281.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
280.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
277.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
277.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
276.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
276.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
274.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
272.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
272.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
271.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
269.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
265.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
265.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
262.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
259.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
258.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
254.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
254.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
252.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
248.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
248.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
247.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
247.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
242.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
241.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
240.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
240.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
240.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
239.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
239.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
236.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
235.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
235.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
232.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
232.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
232.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
228.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
223.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
222.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
222.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
219.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
218.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
217.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
217.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
216.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
216.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
215.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
215.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
214.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
213.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
211.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
210.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
210.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
209.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
207.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
207.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
205.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
204.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
204.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
200.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
196.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
191.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
186.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
182.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
179.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
177.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
175.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
171.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
164.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
163.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
159.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
142.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
141.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
138.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
134.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
105.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
90.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 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.
RPL22 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
676.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
1731.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
1174.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
1090.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
1066.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
1064.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
1024.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
991.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
988.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
956.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
935.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
923.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
905.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
898.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
893.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
888.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
880.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
879.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
870.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
858.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
856.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
856.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
840.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
832.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
819.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
807.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
801.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
783.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
778.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
766.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
755.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
754.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
753.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
746.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
739.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
735.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
718.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
714.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
713.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
710.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
702.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
698.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
675.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
668.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
668.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
657.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
657.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
654.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
652.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
652.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
650.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
642.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
638.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
638.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
623.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
622.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
620.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
619.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
616.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
608.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
605.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
603.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
601.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
600.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
598.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
591.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
583.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
580.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
569.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
568.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
563.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
559.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
552.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
550.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
547.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
543.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
540.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
537.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
523.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
506.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
501.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
495.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
491.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
485.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
483.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
482.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
474.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
472.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
464.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
461.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
457.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
449.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
444.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
432.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
417.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
410.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
377.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
350.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
326.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
214.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RPL22 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
262.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
866.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
759.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
674.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
633.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
613.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
612.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
594.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
593.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
559.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
553.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
551.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
534.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
534.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
528.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
518.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
507.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
492.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
485.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
483.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
479.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
479.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
478.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
475.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
469.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
465.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
464.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
461.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
461.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
457.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
456.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
455.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
444.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
444.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
443.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
442.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
437.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
435.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
434.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
431.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
428.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
426.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
418.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
416.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
416.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
413.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
408.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
407.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
406.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
404.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
400.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
400.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
398.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
396.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
395.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
394.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
394.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
393.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
392.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
391.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
388.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
387.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
385.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
385.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
384.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
378.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
376.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
376.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
375.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
374.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
374.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
373.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
371.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
370.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
367.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
362.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
361.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
359.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
358.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
356.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
356.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
354.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
353.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
352.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
352.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
350.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
350.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
349.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
348.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
348.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
348.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
346.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
343.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
343.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
337.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
336.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
333.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
332.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
332.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
331.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
331.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
329.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
329.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
327.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
326.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
321.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
321.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
320.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
319.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
319.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
313.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
313.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
312.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
311.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
309.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
309.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
306.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
303.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
302.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
301.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
299.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
298.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
297.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
296.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
295.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
294.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
294.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
293.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
292.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
292.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
290.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
284.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
283.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
282.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
282.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
281.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
276.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
276.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
275.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
274.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
272.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
271.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
271.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
268.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
267.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
266.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
266.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
263.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
262.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
260.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
259.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
257.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
254.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
250.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
247.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
247.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
245.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
243.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
241.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
239.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
238.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
238.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
230.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
230.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
229.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
229.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
228.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
228.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
222.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
219.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
218.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
216.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
215.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
215.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
215.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
214.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
213.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
211.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
210.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
207.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
205.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
205.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
203.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
202.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
202.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
200.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
195.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
192.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
192.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
191.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
186.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
186.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
186.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
180.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
178.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
176.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
171.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
167.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
167.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
165.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
163.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
162.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
160.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
157.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
150.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
148.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
134.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
132.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
131.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
130.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
124.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
118.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
116.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
99.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
98.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
97.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
96.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
96.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
95.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
95.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
93.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
84.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
83.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
79.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
78.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
77.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
76.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
75.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
74.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
74.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
73.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
72.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
72.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
71.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
69.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
69.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
68.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
67.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
66.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
63.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
63.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
62.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
59.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
59.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
58.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
58.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
57.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
56.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
56.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
55.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
55.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
54.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
53.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
53.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
53.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
52.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
52.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
51.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
51.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
50.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
48.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
48.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
46.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
46.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
46.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
46.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
46.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
45.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
44.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
43.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
43.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
43.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
41.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
38.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
36.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
35.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
34.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
30.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
29.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
26.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
25.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
23.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
21.5
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0076330003
Tumor
0.9
CPT0023690003
Tumor
0.7
CPT0017850003
Tumor
0.6
CPT0069160003
Tumor
0.5
CPT0023350003
Tumor
0.5
CPT0089460004
Tumor
0.5
CPT0021240003
Tumor
0.5
CPT0001500009
Tumor
0.5
CPT0092790003
Tumor
0.4
CPT0012550003
Tumor
0.4
CPT0086950003
Tumor
0.4
CPT0078510003
Tumor
0.4
CPT0010160003
Tumor
0.4
CPT0088550004
Tumor
0.4
CPT0001340003
Tumor
0.4
CPT0077320001
Normal
0.4
CPT0009000003
Tumor
0.4
CPT0092730003
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0084560003
Tumor
0.4
CPT0001180009
Tumor
0.4
CPT0065430003
Tumor
0.4
CPT0012900004
Tumor
0.3
CPT0086030003
Tumor
0.3
CPT0077310003
Tumor
0.3
CPT0002350011
Tumor
0.3
CPT0079410003
Tumor
0.3
CPT0065750003
Tumor
0.3
CPT0075130003
Tumor
0.3
CPT0075560003
Tumor
0.3
CPT0076350001
Normal
0.3
CPT0025170003
Tumor
0.3
CPT0025290003
Tumor
0.3
CPT0065810003
Tumor
0.3
CPT0019990003
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0086360003
Tumor
0.2
CPT0079180003
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0063630003
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0015730003
Tumor
0.2
CPT0006900003
Tumor
0.2
CPT0092290003
Tumor
0.2
CPT0012180003
Tumor
0.2
CPT0007320003
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0000640003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0078930003
Tumor
0.1
CPT0088970003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0077110003
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0025580004
Tumor
0.1
CPT0092190003
Normal
0.1
CPT0017410003
Tumor
0.1
CPT0077490003
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0015910003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0082010001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0069000003
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0089480003
Normal
0.1
CPT0013790003
Normal
0.1
CPT0075170001
Normal
0.1
CPT0088780001
Normal
0.0
CPT0065690003
Tumor
0.0
CPT0025610001
Normal
0.0
CPT0026410003
Tumor
0.0
CPT0092310003
Normal
0.0
CPT0014160003
Tumor
0.0
CPT0025050003
Tumor
0.0
CPT0078530001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0002270011
Tumor
0.0
CPT0023360001
Normal
0.0
CPT0009020003
Normal
0.0
CPT0001540009
Tumor
0.0
CPT0086870003
Tumor
0.0
CPT0064370003
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0025880003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0025110003
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0006630003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0014370004
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0014450004
Tumor
0.0
CPT0079380003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0006530001
Normal
0.0
CPT0014130001
Normal
0.0
CPT0066430001
Normal
0.0
CPT0010120001
Normal
0.0
CPT0006440003
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0012080003
Tumor
0.0
CPT0012370003
Tumor
0.0
CPT0066470004
Tumor
0.0
CPT0081620001
Normal
-0.1
CPT0088630003
Tumor
-0.1
CPT0086970003
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0026420001
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0088690003
Tumor
-0.1
CPT0092740003
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0075720003
Tumor
-0.1
CPT0088900003
Tumor
-0.1
CPT0007860003
Tumor
-0.1
CPT0088920001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0025350003
Tumor
-0.1
CPT0014470001
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0019130003
Tumor
-0.1
CPT0086830003
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0015810003
Tumor
-0.1
CPT0065450001
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0024670003
Tumor
-0.1
CPT0012920003
Normal
-0.1
CPT0081880003
Tumor
-0.1
CPT0001550001
Normal
-0.1
CPT0024680001
Normal
-0.1
CPT0065870003
Tumor
-0.1
CPT0063640001
Normal
-0.2
CPT0078990003
Tumor
-0.2
CPT0012090003
Normal
-0.2
CPT0088640003
Normal
-0.2
CPT0001270001
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0000870016
Tumor
-0.2
CPT0078830003
Tumor
-0.2
CPT0088500001
Normal
-0.2
CPT0000890001
Normal
-0.2
CPT0085670003
Tumor
-0.2
CPT0002370001
Normal
-0.2
CPT0006730001
Normal
-0.2
CPT0088570001
Normal
-0.2
CPT0020130001
Normal
-0.2
CPT0079430001
Normal
-0.2
CPT0019160001
Normal
-0.2
CPT0012770003
Normal
-0.3
CPT0079300001
Normal
-0.3
CPT0081990003
Tumor
-0.3
CPT0012290003
Normal
-0.3
CPT0078660003
Tumor
-0.3
CPT0023710001
Normal
-0.3
CPT0079270003
Tumor
-0.3
CPT0078840001
Normal
-0.3
CPT0009080003
Normal
-0.3
CPT0014350001
Normal
-0.3
CPT0001350001
Normal
-0.3
CPT0012640003
Normal
-0.4
CPT0001230001
Normal
-0.4
CPT0011410003
Tumor
-0.4
CPT0078800003
Tumor
-0.4
CPT0078670001
Normal
-0.4
CPT0009060003
Tumor
-0.4
CPT0079000001
Normal
-0.4
CPT0000790001
Normal
-0.4
CPT0017450001
Normal
-0.4
CPT0007870001
Normal
-0.5
CPT0012280003
Tumor
-0.5
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
