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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.
IRX3 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
3.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
101.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
18.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
17.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
11.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
6.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
6.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
6.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
6.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
5.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
3.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
3.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
3.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
2.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
2.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
2.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
2.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
1.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
1.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
1.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
1.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
1.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
1.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
1.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
1.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
1.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
1.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
1.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
0.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
0.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
0.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
0.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
0.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
0.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
0.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
0.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
0.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
0.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IRX3 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
67.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
341.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
250.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
238.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
234.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
217.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
197.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
196.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
196.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
194.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
190.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
185.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
177.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
171.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
168.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
167.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
166.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
165.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
163.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
162.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
162.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
159.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
156.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
154.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
152.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
150.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
150.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
148.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
146.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
143.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
142.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
141.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
140.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
138.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
138.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
134.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
134.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
133.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
133.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
132.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
131.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
129.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
127.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
127.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
126.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
126.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
125.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
125.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
125.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
124.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
124.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
123.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
123.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
121.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
120.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
120.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
120.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
120.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
119.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
119.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
119.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
118.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
118.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
118.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
117.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
117.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
117.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
117.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
116.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
116.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
115.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
115.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
115.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
115.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
114.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
114.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
113.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
112.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
112.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
112.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
112.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
112.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
111.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
110.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
110.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
110.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
110.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
109.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
108.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
107.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
107.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
107.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
107.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
106.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
105.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
105.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
104.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
104.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
103.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
103.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
103.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
103.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
103.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
103.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
103.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
103.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
102.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
102.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
102.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
101.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
101.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
100.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
100.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
100.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
98.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
98.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
97.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
97.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
97.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
97.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
97.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
96.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
96.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
96.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
96.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
95.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
95.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
95.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
95.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
94.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
94.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
94.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
94.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
94.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
93.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
93.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
93.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
93.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
91.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
90.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
90.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
90.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
90.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
89.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
89.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
88.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
88.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
88.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
87.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
87.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
86.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
86.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
86.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
85.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
84.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
84.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
84.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
84.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
84.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
83.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
83.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
83.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
83.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
82.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
82.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
81.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
81.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
81.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
81.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
80.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
80.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
80.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
79.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
79.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
79.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
78.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
78.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
78.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
78.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
78.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
77.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
76.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
76.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
76.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
76.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
76.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
76.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
75.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
74.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
74.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
74.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
74.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
74.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
74.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
73.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
73.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
72.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
72.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
71.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
71.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
71.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
71.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
71.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
71.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
70.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
70.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
70.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
70.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
70.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
70.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
69.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
69.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
69.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
69.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
68.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
68.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
68.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
68.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
67.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
67.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
67.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
67.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
67.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
67.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
67.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
67.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
66.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
66.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
66.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
66.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
66.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
65.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
65.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
65.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
65.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
65.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
64.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
64.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
64.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
64.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
63.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
63.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
63.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
62.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
62.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
62.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
62.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
61.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
61.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
61.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
60.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
60.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
60.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
60.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
60.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
60.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
60.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
59.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
59.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
59.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
59.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
59.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
59.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
58.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
58.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
57.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
57.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
57.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
57.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
57.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
56.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
56.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
56.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
56.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
56.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
56.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
56.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
55.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
55.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
55.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
55.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
55.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
55.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
55.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
55.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
55.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
54.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
54.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
54.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
54.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
54.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
54.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
53.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
53.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
53.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
53.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
53.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
52.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
52.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
51.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
51.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
51.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
51.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
51.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
51.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
51.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
51.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
51.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
50.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
50.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
50.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
50.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
50.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
50.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
50.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
49.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
49.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
49.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
49.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
49.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
49.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
49.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
49.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
48.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
47.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
47.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
47.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
47.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
47.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
47.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
46.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
46.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
46.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
46.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
45.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
45.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
45.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
45.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
45.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
45.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
45.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
45.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
44.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
44.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
44.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
44.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
43.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
43.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
43.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
43.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
42.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
42.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
42.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
42.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
41.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
41.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
41.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
41.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
41.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
41.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
40.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
40.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
40.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
40.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
39.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
39.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
39.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
39.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
39.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
39.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
38.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
38.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
38.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
38.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
38.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
38.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
38.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
38.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
38.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
38.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
37.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
37.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
37.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
37.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
37.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
37.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
37.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
37.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
37.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
36.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
36.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
36.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
36.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
36.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
36.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
35.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
35.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
35.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
35.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
35.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
34.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
34.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
34.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
34.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
34.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
34.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
33.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
33.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
33.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
33.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
32.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
32.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
32.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
32.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
32.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
32.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
32.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
32.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
32.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
32.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
31.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
31.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
30.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
30.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
30.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
29.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
29.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
29.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
29.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
28.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
28.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
27.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
27.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
27.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
26.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
26.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
26.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
26.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
26.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
25.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
25.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
25.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
24.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
24.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
24.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
23.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
23.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
23.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
23.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
23.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
22.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
22.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
22.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
22.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
22.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
22.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
21.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
21.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
20.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
20.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
19.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
19.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
19.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
19.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
19.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
19.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
19.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
19.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
18.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
18.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
17.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
17.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
17.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
16.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
16.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
16.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
16.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
16.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
15.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
15.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
15.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
14.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
14.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
14.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
13.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
13.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
12.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
12.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
12.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
11.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
9.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
9.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
7.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
7.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
7.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
7.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
6.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
6.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
5.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
4.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
4.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
3.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
2.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
2.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
2.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
2.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
1.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
1.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
1.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
1.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
0.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
0.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
0.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
0.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
0.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
0.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
0.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 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.
IRX3 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
71.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
227.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
179.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
173.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
160.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
153.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
152.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
141.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
139.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
138.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
135.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
133.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
124.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
120.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
118.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
109.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
107.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
105.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
104.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
102.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
100.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
100.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
99.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
96.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
95.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
94.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
92.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
91.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
90.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
89.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
87.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
85.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
85.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
84.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
83.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
80.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
78.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
78.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
77.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
77.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
76.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
76.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
75.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
74.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
73.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
72.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
72.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
71.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
69.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
66.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
65.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
65.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
64.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
63.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
63.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
63.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
62.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
62.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
62.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
60.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
60.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
60.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
58.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
57.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
55.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
54.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
53.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
52.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
50.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
48.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
47.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
46.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
46.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
43.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
42.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
41.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
40.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
40.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
39.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
36.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
35.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
35.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
34.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
33.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
28.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
28.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
27.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
26.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
25.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
25.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
24.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
22.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
22.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
20.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
18.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
17.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
6.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
6.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
5.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 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.
IRX3 is potential prognostic, high expression is favorable 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
87.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
1004.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
345.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
324.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
322.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
318.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
316.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
304.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
294.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
290.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
277.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
258.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
253.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
251.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
249.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
246.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
235.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
221.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
218.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
218.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
218.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
212.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
206.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
192.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
189.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
187.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
186.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
182.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
179.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
172.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
167.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
166.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
165.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
163.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
162.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
159.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
158.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
158.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
157.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
157.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
155.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
155.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
154.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
153.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
152.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
149.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
147.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
147.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
146.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
145.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
145.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
145.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
145.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
144.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
144.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
144.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
143.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
142.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
142.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
142.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
141.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
140.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
140.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
140.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
139.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
139.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
139.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
132.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
129.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
126.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
126.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
125.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
124.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
121.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
121.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
121.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
121.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
116.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
115.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
114.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
114.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
112.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
111.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
110.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
109.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
109.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
108.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
108.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
106.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
106.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
105.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
102.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
102.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
102.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
101.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
100.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
99.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
99.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
99.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
99.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
98.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
98.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
96.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
93.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
92.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
91.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
91.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
91.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
89.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
89.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
89.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
88.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
87.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
85.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
84.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
84.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
82.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
82.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
81.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
80.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
80.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
80.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
80.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
79.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
78.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
77.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
76.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
76.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
76.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
75.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
74.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
73.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
73.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
72.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
72.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
71.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
71.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
70.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
70.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
70.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
69.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
67.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
67.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
67.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
66.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
65.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
64.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
64.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
63.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
63.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
62.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
62.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
62.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
62.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
60.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
59.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
58.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
58.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
58.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
58.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
57.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
56.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
55.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
55.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
54.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
53.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
53.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
52.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
52.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
50.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
48.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
48.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
48.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
48.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
47.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
47.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
46.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
46.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
45.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
45.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
44.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
44.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
41.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
41.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
40.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
40.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
40.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
40.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
39.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
38.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
38.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
37.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
37.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
37.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
36.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
36.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
36.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
35.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
35.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
35.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
34.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
34.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
34.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
33.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
32.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
32.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
31.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
30.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
29.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
29.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
29.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
29.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
27.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
26.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
26.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
24.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
24.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
24.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
23.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
22.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
22.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
22.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
20.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
19.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
19.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
19.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
18.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
18.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
17.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
16.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
16.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
16.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
16.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
16.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
15.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
15.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
15.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
13.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
13.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
12.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
12.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
12.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
11.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
11.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
10.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
10.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
10.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
10.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
8.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
8.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
8.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
8.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
6.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
6.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
5.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
5.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
5.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
4.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
4.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
4.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
3.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
3.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
2.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
2.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
2.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
1.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
1.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
1.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
1.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
1.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
0.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
0.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
0.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
0.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
0.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
0.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
