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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.
IGLV1-40 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
92.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
18.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
12.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
11.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
9.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
7.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
7.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
5.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
4.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
3.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
3.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
3.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
3.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
2.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
2.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
2.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
1.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
1.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
1.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
1.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
0.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
0.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
0.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
0.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
0.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
0.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
0.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
0.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
0.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
0.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
0.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
0.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 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.
IGLV1-40 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
157.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
36584.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
10207.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
7799.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
1275.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
1110.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
987.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
901.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
723.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
693.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
635.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
532.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
469.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
468.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
460.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
459.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
456.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
427.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
357.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
330.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
307.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
292.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
273.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
269.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
265.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
257.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
255.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
250.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
241.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
241.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
227.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
224.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
217.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
215.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
214.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
214.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
208.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
202.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
202.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
200.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
196.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
184.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
180.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
178.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
177.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
174.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
167.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
166.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
164.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
160.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
152.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
152.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
141.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
140.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
136.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
135.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
128.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
127.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
126.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
124.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
123.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
122.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
121.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
118.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
111.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
108.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
108.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
106.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
105.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
99.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
98.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
98.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
98.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
98.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
98.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
96.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
94.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
92.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
88.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
86.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
86.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
86.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
83.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
82.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
81.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
79.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
79.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
79.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
78.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
77.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
75.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
75.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
75.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
74.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
73.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
69.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
68.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
68.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
66.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
66.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
64.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
60.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
59.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
58.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
58.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
55.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
54.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
52.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
52.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
51.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
50.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
50.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
50.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
50.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
50.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
50.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
49.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
49.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
48.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
47.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
46.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
46.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
46.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
45.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
45.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
45.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
45.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
44.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
44.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
44.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
43.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
43.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
42.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
41.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
41.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
40.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
38.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
38.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
36.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
36.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
36.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
36.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
35.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
35.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
35.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
34.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
34.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
34.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
33.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
33.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
33.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
33.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
33.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
33.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
33.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
32.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
32.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
31.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
31.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
31.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
30.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
29.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
29.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
29.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
28.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
28.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
28.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
28.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
28.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
27.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
27.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
27.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
27.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
25.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
25.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
25.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
24.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
23.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
23.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
23.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
23.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
23.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
23.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
23.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
22.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
22.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
22.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
21.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
21.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
21.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
21.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
21.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
20.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
20.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
20.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
20.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
19.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
19.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
19.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
19.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
19.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
18.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
18.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
18.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
18.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
17.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
17.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
17.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
17.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
17.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
17.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
17.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
17.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
17.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
16.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
16.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
16.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
16.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
16.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
16.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
15.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
15.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
15.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
15.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
15.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
15.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
15.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
14.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
14.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
14.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
14.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
14.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
14.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
14.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
13.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
13.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
13.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
13.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
13.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
13.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
13.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
13.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
13.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
13.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
13.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
13.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
12.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
12.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
12.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
12.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
12.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
12.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
12.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
12.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
12.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
12.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
12.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
11.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
11.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
11.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
11.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
11.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
11.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
11.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
11.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
11.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
11.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
11.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
11.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
11.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
11.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
11.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
10.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
10.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
10.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
10.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
10.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
10.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
10.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
10.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
10.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
10.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
9.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
9.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
9.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
9.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
9.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
9.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
9.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
9.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
9.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
9.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
9.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
9.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
9.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
9.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
9.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
9.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
9.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
9.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
9.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
8.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
8.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
8.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
8.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
8.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
8.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
8.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
8.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
8.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
8.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
8.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
8.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
8.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
7.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
7.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
7.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
7.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
7.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
7.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
7.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
7.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
7.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
7.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
7.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
7.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
7.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
6.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
6.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
6.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
6.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
6.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
6.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
6.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
6.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
6.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
6.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
6.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
6.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
6.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
6.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
6.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
6.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
6.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
6.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
6.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
6.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
6.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
5.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
5.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
5.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
5.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
5.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
5.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
5.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
5.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
5.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
5.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
5.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
5.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
5.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
5.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
5.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
5.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
5.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
5.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
5.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
4.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
4.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
4.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
4.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
4.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
4.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
4.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
4.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
4.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
4.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
4.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
4.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
4.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
4.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
4.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
4.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
4.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
4.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
3.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
3.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
3.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
3.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
3.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
3.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
3.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
3.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
3.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
3.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
3.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
3.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
3.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
3.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
3.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
3.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
3.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
3.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
3.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
3.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
3.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
3.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
3.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
3.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
3.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
3.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
3.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
3.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
3.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
3.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
3.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
2.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
2.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
2.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
2.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
2.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
2.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
2.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
2.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
2.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
2.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
2.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
2.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
2.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
2.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
2.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
2.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
2.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
2.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
2.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
2.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
2.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
2.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
2.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
2.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
2.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
2.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
2.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
2.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
2.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
2.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
2.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
2.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
2.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
2.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
2.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
2.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
2.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
2.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
2.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
2.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
2.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
2.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
1.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
1.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
1.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
1.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
1.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
1.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
1.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
1.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
1.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
1.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
1.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
1.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
1.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
1.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
1.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
1.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
1.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
1.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
1.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
1.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
1.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
1.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
1.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
1.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
1.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
1.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
1.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
1.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
1.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
1.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
0.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
0.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
0.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
0.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
0.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
0.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
0.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
0.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
0.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
0.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
0.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
0.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
0.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
0.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
0.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
0.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
0.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
0.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
0.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
0.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
0.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
0.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
0.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
0.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
0.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IGLV1-40 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
59.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
858.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
651.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
404.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
329.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
328.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
325.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
319.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
206.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
138.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
135.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
134.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
115.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
97.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
95.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
90.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
90.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
83.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
80.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
70.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
68.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
61.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
58.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
51.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
50.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
48.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
47.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
44.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
44.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
42.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
41.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
41.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
40.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
36.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
35.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
34.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
32.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
28.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
27.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
26.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
26.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
22.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
21.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
21.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
20.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
19.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
19.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
16.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
16.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
16.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
15.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
15.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
15.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
14.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
14.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
12.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
11.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
11.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
11.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
11.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
11.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
11.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
10.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
10.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
10.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
10.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
9.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
9.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
8.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
7.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
7.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
7.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
7.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
7.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
6.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
4.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
4.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
4.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
4.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
4.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
3.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
3.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
3.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
3.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
3.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
3.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
2.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
2.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
2.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
2.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
1.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
1.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
1.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
1.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
0.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
0.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
0.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
0.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
0.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
0.1
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.
IGLV1-40 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
42.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
1829.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
1397.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
1377.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
988.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
639.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
574.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
517.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
399.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
352.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
279.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
187.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
175.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
116.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
107.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
104.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
103.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
102.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
94.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
83.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
83.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
81.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
79.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
78.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
77.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
77.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
77.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
73.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
71.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
68.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
67.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
66.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
64.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
56.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
54.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
49.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
48.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
46.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
45.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
39.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
36.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
32.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
32.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
31.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
29.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
25.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
25.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
25.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
24.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
24.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
23.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
22.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
20.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
20.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
20.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
19.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
19.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
19.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
18.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
18.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
18.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
18.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
17.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
17.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
16.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
16.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
15.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
15.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
15.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
13.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
13.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
12.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
12.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
12.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
12.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
11.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
11.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
11.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
11.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
10.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
10.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
9.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
9.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
9.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
9.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
8.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
8.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
8.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
8.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
8.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
7.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
7.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
6.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
6.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
6.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
6.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
6.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
6.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
5.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
5.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
5.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
5.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
5.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
4.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
4.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
4.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
4.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
4.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
4.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
4.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
4.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
3.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
3.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
3.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
3.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
3.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
3.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
3.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
3.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
2.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
2.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
2.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
2.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
2.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
2.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
2.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
2.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
2.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
2.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
2.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
2.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
2.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
2.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
2.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
2.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
2.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
1.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
1.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
1.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
1.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
1.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
1.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
1.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
1.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
1.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
1.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
1.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
1.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
1.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
1.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
1.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
1.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
1.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
1.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
1.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
1.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
1.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
1.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
1.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
0.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
0.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
0.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
0.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
0.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
0.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
0.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
0.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
0.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
0.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
0.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
0.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
0.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
0.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
0.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
0.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
0.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
0.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
0.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
0.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
0.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
0.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
0.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
0.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
0.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
0.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
0.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
0.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
0.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
0.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
0.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
0.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
0.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
0.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
0.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
0.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
0.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
0.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
0.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
0.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
0.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
0.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
0.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
0.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
0.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
0.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
0.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
0.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
0.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
0.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
0.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
0.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
0.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
0.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
0.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
0.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
0.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
0.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
0.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
0.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
0.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
0.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
0.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
0.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
0.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0069190001
Normal
1.7
CPT0079180003
Tumor
1.7
CPT0065750003
Tumor
1.2
CPT0088480003
Tumor
1.1
CPT0076330003
Tumor
1.0
CPT0088550004
Tumor
1.0
CPT0084560003
Tumor
1.0
CPT0078930003
Tumor
0.9
CPT0019990003
Tumor
0.8
CPT0069160003
Tumor
0.8
CPT0064370003
Tumor
0.7
CPT0011410003
Tumor
0.7
CPT0063630003
Tumor
0.6
CPT0066480003
Tumor
0.6
CPT0077310003
Tumor
0.6
CPT0063320003
Tumor
0.5
CPT0078660003
Tumor
0.5
CPT0001220008
Tumor
0.5
CPT0000890001
Normal
0.4
CPT0075560003
Tumor
0.4
CPT0006900003
Tumor
0.3
CPT0025920001
Normal
0.3
CPT0092290003
Tumor
0.2
CPT0066520001
Normal
0.2
CPT0081990003
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0015910003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0000640003
Tumor
0.0
CPT0014370004
Tumor
0.0
CPT0023690003
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0011240003
Tumor
0.0
CPT0006730001
Normal
0.0
CPT0000780007
Tumor
-0.1
CPT0065430003
Tumor
-0.1
CPT0075170001
Normal
-0.1
CPT0017410003
Tumor
-0.1
CPT0014350001
Normal
-0.1
CPT0019130003
Tumor
-0.1
CPT0079380003
Tumor
-0.1
CPT0088900003
Tumor
-0.2
CPT0012550003
Tumor
-0.2
CPT0065690003
Tumor
-0.2
CPT0006630003
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0025230003
Tumor
-0.2
CPT0079300001
Normal
-0.3
CPT0087040003
Tumor
-0.3
CPT0077320001
Normal
-0.3
CPT0092730003
Tumor
-0.3
CPT0025170003
Tumor
-0.3
CPT0079230003
Tumor
-0.3
CPT0020020001
Normal
-0.3
CPT0065870003
Tumor
-0.4
CPT0085670003
Tumor
-0.4
CPT0002350011
Tumor
-0.4
CPT0065930003
Tumor
-0.4
CPT0092740003
Normal
-0.4
CPT0084590001
Normal
-0.4
CPT0075720003
Tumor
-0.4
CPT0092190003
Normal
-0.5
CPT0020130001
Normal
-0.5
CPT0007320003
Tumor
-0.5
CPT0079510001
Normal
-0.5
CPT0000870016
Tumor
-0.5
CPT0024680001
Normal
-0.5
CPT0025110003
Tumor
-0.5
CPT0019160001
Normal
-0.6
CPT0092160003
Tumor
-0.6
CPT0025880003
Tumor
-0.6
CPT0088570001
Normal
-0.6
CPT0010120001
Normal
-0.6
CPT0012640003
Normal
-0.6
CPT0088920001
Normal
-0.6
CPT0012900004
Tumor
-0.7
CPT0014160003
Tumor
-0.7
CPT0012280003
Tumor
-0.7
CPT0078670001
Normal
-0.7
CPT0009020003
Normal
-0.7
CPT0015810003
Tumor
-0.7
CPT0069000003
Tumor
-0.8
CPT0025050003
Tumor
-0.8
CPT0092310003
Normal
-0.8
CPT0014450004
Tumor
-0.8
CPT0012920003
Normal
-0.8
CPT0020120003
Tumor
-0.8
CPT0015730003
Tumor
-0.8
CPT0025580004
Tumor
-0.8
CPT0012290003
Normal
-0.8
CPT0092790003
Tumor
-0.9
CPT0012180003
Tumor
-0.9
CPT0007860003
Tumor
-0.9
CPT0087050003
Normal
-0.9
CPT0086970003
Normal
-0.9
CPT0001540009
Tumor
-0.9
CPT0012370003
Tumor
-0.9
CPT0078840001
Normal
-0.9
CPT0025060001
Normal
-0.9
CPT0025350003
Tumor
-1.0
CPT0017850003
Tumor
-1.0
CPT0081880003
Tumor
-1.0
CPT0002370001
Normal
-1.0
CPT0086950003
Tumor
-1.0
CPT0088690003
Tumor
-1.0
CPT0018250001
Normal
-1.0
CPT0075130003
Tumor
-1.1
CPT0006440003
Tumor
-1.1
CPT0079000001
Normal
-1.1
CPT0089040001
Normal
-1.1
CPT0000790001
Normal
-1.1
CPT0010160003
Tumor
-1.1
CPT0069010001
Normal
-1.1
CPT0066470004
Tumor
-1.1
CPT0025290003
Tumor
-1.1
CPT0075570001
Normal
-1.1
CPT0017450001
Normal
-1.1
CPT0086890003
Normal
-1.1
CPT0021240003
Tumor
-1.2
CPT0078940001
Normal
-1.2
CPT0086360003
Tumor
-1.2
CPT0009000003
Tumor
-1.2
CPT0065450001
Normal
-1.2
CPT0012090003
Normal
-1.2
CPT0086820003
Tumor
-1.2
CPT0001350001
Normal
-1.2
CPT0088760003
Tumor
-1.2
CPT0012670003
Tumor
-1.2
CPT0081620001
Normal
-1.2
CPT0012080003
Tumor
-1.3
CPT0013790003
Normal
-1.3
CPT0002270011
Tumor
-1.3
CPT0086830003
Normal
-1.3
CPT0081600003
Tumor
-1.3
CPT0012770003
Normal
-1.3
CPT0024670003
Tumor
-1.3
CPT0063330001
Normal
-1.3
CPT0088640003
Normal
-1.4
CPT0086370003
Normal
-1.4
CPT0086870003
Tumor
-1.4
CPT0064400001
Normal
-1.4
CPT0006530001
Normal
-1.4
CPT0012570003
Normal
-1.4
CPT0007470001
Normal
-1.4
CPT0077490003
Tumor
-1.4
CPT0079270003
Tumor
-1.4
CPT0014130001
Normal
-1.4
CPT0001190001
Normal
-1.5
CPT0089460004
Tumor
-1.5
CPT0010110003
Tumor
-1.5
CPT0077500001
Normal
-1.5
CPT0078800003
Tumor
-1.5
CPT0078830003
Tumor
-1.6
CPT0023710001
Normal
-1.6
CPT0010170001
Normal
-1.6
CPT0088630003
Tumor
-1.6
CPT0076350001
Normal
-1.6
CPT0088500001
Normal
-1.6
CPT0026420001
Normal
-1.6
CPT0079410003
Tumor
-1.6
CPT0001340003
Tumor
-1.6
CPT0079480003
Tumor
-1.6
CPT0023350003
Tumor
-1.6
CPT0078990003
Tumor
-1.6
CPT0009080003
Normal
-1.7
CPT0082010001
Normal
-1.7
CPT0088780001
Normal
-1.7
CPT0001270001
Normal
-1.7
CPT0065810003
Tumor
-1.7
CPT0077110003
Tumor
-1.8
CPT0001180009
Tumor
-1.8
CPT0001230001
Normal
-1.8
CPT0001500009
Tumor
-1.8
CPT0088710001
Normal
-1.9
CPT0079430001
Normal
-1.9
CPT0089480003
Normal
-1.9
CPT0009060003
Tumor
-2.0
CPT0092800003
Normal
-2.0
CPT0065820001
Normal
-2.0
CPT0066430001
Normal
-2.0
CPT0023360001
Normal
-2.1
CPT0063640001
Normal
-2.1
CPT0001260009
Tumor
-2.1
CPT0006950001
Normal
-2.1
CPT0078530001
Normal
-2.2
CPT0025610001
Normal
-2.2
CPT0088970003
Tumor
-2.3
CPT0001510001
Normal
-2.4
CPT0026410003
Tumor
-2.6
CPT0000660001
Normal
-2.7
CPT0078510003
Tumor
-2.9
CPT0007870001
Normal
-2.9
CPT0077140001
Normal
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
