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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.
C6orf62 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
53.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
222.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
115.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
110.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
102.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
99.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
89.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
89.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
83.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
74.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
73.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
73.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
72.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
65.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
63.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
62.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
61.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
60.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
58.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
57.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
55.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
55.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
55.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
54.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
53.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
50.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
50.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
49.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
49.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
48.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
48.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
46.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
46.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
46.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
45.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
45.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
45.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
44.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
41.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
41.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
41.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
41.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
40.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
40.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
40.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
39.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
38.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
38.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
36.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
34.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
34.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
34.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
34.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
31.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
30.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
30.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
29.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
28.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
27.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
26.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
23.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
22.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
21.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
20.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 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.
C6orf62 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
93.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
333.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
196.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
187.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
181.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
167.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
166.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
166.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
164.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
160.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
156.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
155.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
154.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
152.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
149.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
148.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
148.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
147.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
146.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
145.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
145.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
143.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
142.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
141.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
141.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
140.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
140.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
140.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
138.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
138.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
138.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
138.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
137.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
137.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
137.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
136.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
136.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
136.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
135.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
135.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
135.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
135.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
134.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
134.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
134.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
133.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
133.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
133.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
132.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
132.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
131.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
130.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
130.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
129.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
129.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
129.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
128.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
128.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
128.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
128.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
128.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
128.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
127.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
127.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
127.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
127.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
126.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
126.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
126.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
126.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
125.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
125.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
125.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
125.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
125.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
125.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
125.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
124.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
124.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
124.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
123.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
123.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
123.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
123.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
122.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
122.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
122.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
122.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
122.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
121.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
121.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
121.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
121.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
120.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
120.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
120.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
120.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
119.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
118.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
118.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
118.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
118.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
118.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
118.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
118.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
117.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
117.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
117.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
116.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
116.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
116.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
116.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
116.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
115.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
115.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
115.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
115.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
115.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
115.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
115.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
114.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
114.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
114.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
114.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
113.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
113.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
112.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
112.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
112.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
112.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
112.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
112.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
112.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
111.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
111.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
111.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
111.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
111.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
111.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
111.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
111.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
110.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
110.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
110.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
110.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
110.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
110.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
110.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
110.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
110.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
110.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
109.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
109.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
109.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
109.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
109.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
109.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
109.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
109.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
108.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
108.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
108.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
108.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
108.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
108.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
107.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
107.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
107.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
107.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
107.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
106.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
106.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
106.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
106.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
105.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
105.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
105.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
105.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
105.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
105.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
104.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
104.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
104.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
104.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
103.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
103.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
103.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
103.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
103.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
103.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
103.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
102.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
102.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
102.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
102.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
102.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
102.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
102.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
101.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
101.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
101.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
101.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
101.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
101.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
101.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
101.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
101.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
101.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
101.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
100.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
100.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
100.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
100.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
99.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
99.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
99.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
99.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
99.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
99.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
99.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
99.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
99.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
99.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
98.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
98.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
98.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
98.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
98.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
98.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
98.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
98.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
98.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
97.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
97.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
97.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
97.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
97.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
97.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
96.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
96.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
96.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
96.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
96.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
96.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
96.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
96.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
96.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
96.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
96.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
95.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
95.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
95.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
95.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
95.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
95.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
94.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
94.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
94.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
94.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
94.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
93.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
93.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
93.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
93.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
93.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
93.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
93.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
93.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
93.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
92.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
92.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
92.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
92.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
92.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
92.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
92.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
92.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
92.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
92.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
92.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
92.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
91.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
91.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
91.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
91.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
91.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
90.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
90.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
90.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
90.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
90.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
90.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
90.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
89.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
89.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
89.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
89.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
89.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
89.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
88.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
88.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
88.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
88.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
88.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
88.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
88.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
88.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
88.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
88.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
87.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
87.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
87.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
87.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
87.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
87.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
86.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
86.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
86.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
86.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
86.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
85.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
85.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
85.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
84.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
84.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
84.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
84.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
84.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
84.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
84.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
84.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
84.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
83.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
83.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
83.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
83.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
83.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
82.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
82.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
82.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
82.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
82.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
81.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
80.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
80.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
80.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
80.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
80.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
79.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
79.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
79.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
79.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
79.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
78.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
78.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
78.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
78.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
78.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
78.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
77.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
77.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
77.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
77.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
76.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
76.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
76.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
76.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
76.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
76.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
76.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
76.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
76.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
76.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
75.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
75.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
75.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
75.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
75.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
74.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
74.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
74.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
74.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
74.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
73.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
73.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
73.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
73.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
73.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
73.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
73.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
72.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
72.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
72.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
72.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
72.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
72.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
72.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
71.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
71.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
71.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
71.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
71.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
71.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
70.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
70.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
70.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
70.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
70.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
70.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
70.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
69.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
69.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
69.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
69.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
68.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
67.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
67.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
67.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
67.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
67.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
66.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
66.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
66.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
66.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
65.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
65.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
65.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
64.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
64.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
64.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
64.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
64.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
64.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
64.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
63.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
63.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
63.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
62.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
62.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
62.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
62.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
61.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
61.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
61.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
61.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
61.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
61.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
61.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
60.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
60.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
60.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
60.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
60.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
60.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
59.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
59.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
59.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
59.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
59.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
58.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
57.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
57.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
56.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
56.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
56.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
55.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
55.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
55.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
55.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
55.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
55.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
54.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
54.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
53.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
52.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
52.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
52.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
51.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
51.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
50.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
50.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
49.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
49.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
48.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
48.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
47.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
47.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
47.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
47.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
45.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
45.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
44.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
44.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
44.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
43.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
42.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
42.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
42.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
42.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
41.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
41.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
40.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
39.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
39.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
39.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
37.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
36.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
35.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
35.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
34.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
32.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
31.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
31.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
29.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
28.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
28.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
27.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
27.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
26.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
20.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
18.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
C6orf62 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
110.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
178.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
176.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
173.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
172.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
169.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
168.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
164.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
163.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
159.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
158.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
156.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
155.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
155.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
148.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
148.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
147.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
143.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
143.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
143.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
142.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
140.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
138.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
134.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
133.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
133.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
133.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
131.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
131.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
130.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
127.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
126.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
121.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
120.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
120.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
119.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
119.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
118.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
117.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
116.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
116.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
116.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
115.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
115.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
113.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
110.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
110.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
109.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
108.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
107.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
107.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
107.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
107.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
107.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
106.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
106.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
106.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
105.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
105.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
105.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
105.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
102.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
101.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
99.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
99.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
98.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
97.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
96.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
95.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
95.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
94.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
93.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
93.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
92.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
91.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
91.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
90.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
89.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
89.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
88.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
88.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
86.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
85.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
83.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
81.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
80.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
80.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
75.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
74.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
74.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
71.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
67.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
65.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
64.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
62.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
57.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
56.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
51.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
43.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
40.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 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.
C6orf62 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
74.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
197.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
195.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
192.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
158.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
155.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
154.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
151.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
148.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
142.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
139.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
139.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
131.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
127.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
123.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
123.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
122.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
120.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
120.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
119.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
117.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
115.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
114.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
114.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
113.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
112.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
112.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
111.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
111.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
111.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
109.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
109.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
107.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
106.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
106.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
105.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
105.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
105.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
104.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
104.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
102.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
100.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
99.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
99.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
97.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
97.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
97.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
96.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
96.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
96.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
96.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
96.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
96.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
95.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
95.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
95.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
94.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
94.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
94.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
94.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
93.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
93.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
92.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
92.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
92.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
91.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
91.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
91.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
90.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
89.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
89.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
88.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
88.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
88.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
88.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
88.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
88.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
88.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
88.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
87.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
87.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
87.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
86.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
86.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
86.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
85.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
84.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
84.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
84.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
83.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
83.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
83.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
83.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
82.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
82.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
82.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
81.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
80.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
80.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
80.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
80.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
79.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
79.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
79.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
79.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
78.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
78.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
78.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
78.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
77.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
77.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
77.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
77.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
77.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
76.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
75.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
75.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
75.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
75.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
75.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
75.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
75.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
75.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
75.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
75.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
75.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
74.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
74.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
74.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
74.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
73.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
73.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
73.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
73.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
73.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
72.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
72.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
72.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
72.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
72.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
71.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
71.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
71.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
71.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
70.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
70.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
70.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
70.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
70.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
69.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
69.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
69.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
69.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
68.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
68.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
68.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
68.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
68.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
67.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
67.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
67.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
66.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
66.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
66.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
66.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
65.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
65.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
65.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
65.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
65.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
64.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
64.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
64.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
64.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
64.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
64.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
63.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
63.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
63.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
63.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
63.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
63.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
62.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
62.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
62.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
62.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
62.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
62.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
61.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
61.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
61.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
61.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
61.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
60.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
60.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
60.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
60.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
59.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
59.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
59.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
58.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
58.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
58.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
58.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
57.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
57.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
57.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
56.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
56.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
56.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
56.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
56.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
56.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
55.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
55.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
55.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
55.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
54.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
54.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
54.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
53.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
53.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
52.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
52.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
52.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
52.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
52.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
52.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
52.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
51.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
51.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
50.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
50.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
49.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
49.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
49.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
49.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
48.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
47.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
47.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
47.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
46.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
46.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
45.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
44.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
43.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
43.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
43.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
42.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
41.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
41.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
41.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
41.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
40.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
40.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
40.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
39.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
39.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
39.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
38.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
38.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
38.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
37.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
36.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
35.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
34.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
33.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
33.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
32.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
32.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
30.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
29.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
29.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
29.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
29.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
27.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
26.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
26.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
25.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
24.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
23.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
22.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
19.5
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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
