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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.
CXCL14 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
4.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
90.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
77.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
45.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
18.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
6.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
5.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
4.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
3.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
3.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
2.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
2.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
2.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
2.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
1.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
1.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
1.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
1.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
1.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
1.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
1.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
0.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
0.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
0.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
0.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
0.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
0.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
0.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
0.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
0.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
0.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
0.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
0.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
0.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
0.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
0.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
0.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
0.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
0.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
0.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
0.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 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-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 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.
CXCL14 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
375.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
7434.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
4349.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
2562.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
2003.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
1866.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
1830.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
1654.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
1600.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
1541.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
1313.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
1279.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
1159.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
1120.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
1114.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
1105.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
1100.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
1100.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
1087.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
1082.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
1057.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
1054.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
1051.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
1029.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
1014.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
1014.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
998.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
989.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
983.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
980.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
962.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
943.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
941.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
916.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
903.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
888.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
844.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
842.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
833.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
829.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
827.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
827.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
791.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
788.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
781.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
770.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
763.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
762.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
755.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
748.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
741.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
731.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
723.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
722.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
716.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
688.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
681.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
678.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
676.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
675.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
673.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
665.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
661.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
655.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
655.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
654.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
646.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
638.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
638.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
626.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
613.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
612.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
612.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
602.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
599.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
597.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
595.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
595.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
593.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
592.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
592.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
592.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
584.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
581.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
579.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
577.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
573.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
571.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
571.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
570.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
569.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
566.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
564.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
564.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
562.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
557.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
547.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
547.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
546.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
542.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
540.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
540.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
534.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
533.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
532.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
532.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
531.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
527.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
526.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
524.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
522.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
521.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
518.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
518.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
517.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
514.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
514.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
510.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
505.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
503.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
502.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
501.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
497.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
495.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
494.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
492.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
488.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
488.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
487.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
477.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
476.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
476.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
475.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
475.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
473.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
472.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
472.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
469.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
468.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
467.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
465.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
463.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
459.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
455.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
455.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
454.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
450.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
448.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
446.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
444.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
443.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
440.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
437.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
436.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
435.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
434.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
431.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
430.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
430.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
428.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
426.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
425.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
423.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
420.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
415.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
407.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
407.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
406.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
405.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
404.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
404.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
402.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
401.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
401.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
399.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
395.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
391.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
388.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
386.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
384.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
384.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
384.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
383.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
380.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
379.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
379.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
379.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
374.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
373.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
373.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
371.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
371.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
371.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
370.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
369.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
367.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
366.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
364.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
364.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
363.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
361.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
360.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
359.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
358.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
358.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
357.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
350.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
349.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
349.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
346.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
345.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
344.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
343.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
343.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
343.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
340.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
339.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
338.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
337.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
336.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
335.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
334.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
333.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
333.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
330.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
330.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
329.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
329.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
328.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
328.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
326.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
326.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
326.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
323.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
322.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
319.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
319.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
318.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
317.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
312.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
311.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
309.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
309.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
306.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
304.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
304.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
304.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
303.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
303.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
301.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
301.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
300.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
298.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
296.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
292.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
290.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
289.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
289.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
287.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
285.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
284.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
284.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
280.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
279.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
279.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
278.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
278.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
277.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
276.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
274.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
273.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
272.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
270.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
269.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
268.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
267.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
266.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
262.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
262.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
261.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
261.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
260.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
259.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
259.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
259.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
257.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
256.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
253.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
252.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
251.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
251.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
248.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
247.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
244.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
243.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
242.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
242.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
241.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
240.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
239.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
239.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
237.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
237.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
237.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
236.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
236.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
236.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
235.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
234.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
234.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
233.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
232.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
231.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
231.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
230.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
227.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
223.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
222.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
220.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
220.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
220.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
219.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
219.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
217.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
217.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
216.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
216.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
216.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
215.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
214.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
213.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
213.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
213.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
212.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
212.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
211.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
210.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
210.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
208.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
206.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
203.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
203.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
203.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
203.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
198.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
198.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
198.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
197.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
196.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
192.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
191.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
191.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
190.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
189.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
189.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
189.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
188.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
188.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
187.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
187.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
186.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
185.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
185.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
185.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
184.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
183.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
182.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
181.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
181.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
177.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
176.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
174.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
172.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
170.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
169.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
167.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
164.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
162.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
158.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
158.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
158.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
158.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
157.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
157.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
157.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
155.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
155.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
154.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
153.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
152.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
151.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
151.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
151.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
151.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
151.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
149.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
149.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
145.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
144.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
144.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
142.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
142.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
142.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
141.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
139.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
139.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
138.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
138.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
136.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
135.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
134.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
134.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
134.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
134.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
133.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
132.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
131.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
131.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
128.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
127.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
125.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
120.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
120.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
119.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
116.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
115.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
114.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
113.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
113.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
104.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
103.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
103.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
101.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
99.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
99.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
95.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
94.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
92.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
90.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
90.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
88.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
88.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
83.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
80.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
75.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
75.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
74.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
73.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
71.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
69.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
68.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
68.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
68.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
64.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
64.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
64.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
63.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
63.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
59.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
59.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
57.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
57.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
56.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
53.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
48.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
47.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
45.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
45.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
42.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
41.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
40.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
38.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
38.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
36.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
35.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
33.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
31.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
30.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
29.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
26.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
26.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
25.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
24.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
24.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
23.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
23.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
23.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
22.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
21.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
21.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
17.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
17.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
17.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
15.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
9.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
9.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
9.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
8.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
6.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
6.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
6.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
4.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
3.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
3.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
2.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
1.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
1.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
1.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
1.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
0.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
0.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
0.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
0.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
0.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
0.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
0.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
0.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
0.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 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.
CXCL14 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
397.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
1398.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
1260.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
1018.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
1016.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
973.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
972.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
894.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
851.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
819.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
806.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
798.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
731.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
719.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
672.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
671.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
660.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
632.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
629.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
614.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
610.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
602.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
594.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
591.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
589.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
565.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
553.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
553.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
550.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
549.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
532.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
489.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
480.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
477.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
434.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
432.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
422.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
419.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
406.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
402.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
394.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
394.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
390.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
388.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
379.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
370.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
365.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
353.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
347.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
340.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
320.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
314.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
314.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
312.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
310.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
304.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
302.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
276.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
272.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
271.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
270.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
265.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
258.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
254.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
247.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
243.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
242.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
241.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
240.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
234.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
231.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
224.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
224.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
217.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
197.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
189.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
185.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
182.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
181.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
178.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
162.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
161.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
159.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
158.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
152.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
148.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
145.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
138.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
136.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
116.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
114.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
113.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
95.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
86.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
64.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
59.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
24.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
14.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
8.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
4.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 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.
CXCL14 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
323.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
4071.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
2548.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
2503.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
2403.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
2058.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
1936.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
1735.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
1687.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
1510.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
1490.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
1402.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1254.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
1123.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
1071.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
998.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
972.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
963.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
890.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
873.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
854.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
830.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
791.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
782.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
770.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
769.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
739.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
727.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
720.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
717.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
713.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
697.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
663.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
653.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
634.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
619.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
602.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
599.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
598.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
592.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
581.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
565.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
561.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
555.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
549.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
546.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
507.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
506.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
489.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
488.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
488.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
460.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
458.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
432.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
422.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
417.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
416.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
415.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
414.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
413.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
410.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
404.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
404.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
403.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
400.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
400.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
396.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
394.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
392.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
386.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
378.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
377.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
375.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
367.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
361.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
358.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
357.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
352.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
343.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
342.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
340.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
339.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
336.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
334.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
334.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
333.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
330.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
328.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
328.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
327.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
324.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
323.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
321.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
314.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
306.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
303.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
300.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
286.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
285.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
284.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
282.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
279.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
267.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
266.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
265.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
256.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
256.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
254.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
252.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
250.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
249.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
249.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
247.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
244.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
243.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
240.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
240.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
237.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
237.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
237.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
233.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
228.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
223.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
221.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
221.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
220.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
219.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
218.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
216.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
215.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
213.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
210.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
209.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
206.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
205.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
198.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
198.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
198.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
195.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
194.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
193.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
187.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
186.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
186.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
185.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
179.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
177.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
175.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
174.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
173.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
172.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
171.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
168.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
168.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
167.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
161.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
161.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
161.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
160.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
159.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
158.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
158.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
152.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
152.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
151.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
151.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
150.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
148.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
147.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
145.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
142.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
142.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
140.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
136.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
135.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
134.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
132.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
132.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
132.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
132.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
131.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
130.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
130.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
128.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
126.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
126.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
122.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
120.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
119.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
116.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
115.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
114.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
114.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
112.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
110.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
110.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
109.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
108.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
107.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
106.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
105.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
101.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
100.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
99.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
99.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
95.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
89.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
89.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
87.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
87.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
86.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
83.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
83.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
80.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
77.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
77.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
76.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
75.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
73.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
73.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
73.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
72.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
72.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
70.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
69.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
66.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
64.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
63.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
63.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
62.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
61.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
59.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
58.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
57.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
56.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
54.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
53.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
49.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
49.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
49.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
49.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
48.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
47.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
46.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
46.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
45.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
44.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
44.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
43.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
42.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
40.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
39.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
35.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
32.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
31.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
29.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
28.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
27.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
26.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
22.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
19.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
18.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
17.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
16.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
13.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
13.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
9.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
9.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
8.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
6.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
6.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
5.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
5.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
3.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
3.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
2.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
2.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
2.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
1.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
0.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
0.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
0.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.2
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0084560003
Tumor
2.0
CPT0002350011
Tumor
1.8
CPT0077140001
Normal
1.3
CPT0006730001
Normal
1.2
CPT0000890001
Normal
1.2
CPT0006530001
Normal
1.1
CPT0088480003
Tumor
1.0
CPT0025060001
Normal
1.0
CPT0065820001
Normal
1.0
CPT0086820003
Tumor
0.9
CPT0088970003
Tumor
0.9
CPT0092800003
Normal
0.9
CPT0020020001
Normal
0.8
CPT0013790003
Normal
0.8
CPT0078840001
Normal
0.8
CPT0001190001
Normal
0.8
CPT0092740003
Normal
0.8
CPT0026420001
Normal
0.8
CPT0066430001
Normal
0.7
CPT0010170001
Normal
0.7
CPT0065430003
Tumor
0.7
CPT0088500001
Normal
0.7
CPT0012290003
Normal
0.7
CPT0088780001
Normal
0.7
CPT0006950001
Normal
0.7
CPT0007870001
Normal
0.7
CPT0086970003
Normal
0.6
CPT0064400001
Normal
0.6
CPT0089040001
Normal
0.6
CPT0020120003
Tumor
0.6
CPT0063330001
Normal
0.5
CPT0077320001
Normal
0.5
CPT0010120001
Normal
0.5
CPT0001540009
Tumor
0.5
CPT0088920001
Normal
0.5
CPT0000790001
Normal
0.5
CPT0001180009
Tumor
0.5
CPT0078530001
Normal
0.5
CPT0088710001
Normal
0.5
CPT0087050003
Normal
0.5
CPT0014350001
Normal
0.5
CPT0001350001
Normal
0.4
CPT0092310003
Normal
0.4
CPT0025610001
Normal
0.4
CPT0077500001
Normal
0.4
CPT0075570001
Normal
0.4
CPT0092190003
Normal
0.4
CPT0001270001
Normal
0.3
CPT0081620001
Normal
0.3
CPT0012090003
Normal
0.3
CPT0012570003
Normal
0.3
CPT0000660001
Normal
0.3
CPT0025920001
Normal
0.3
CPT0063640001
Normal
0.3
CPT0012920003
Normal
0.3
CPT0066520001
Normal
0.3
CPT0079410003
Tumor
0.3
CPT0084590001
Normal
0.3
CPT0075720003
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0088570001
Normal
0.2
CPT0089480003
Normal
0.2
CPT0065450001
Normal
0.2
CPT0014130001
Normal
0.2
CPT0086830003
Normal
0.2
CPT0079000001
Normal
0.2
CPT0019160001
Normal
0.2
CPT0086370003
Normal
0.2
CPT0078940001
Normal
0.2
CPT0001220008
Tumor
0.1
CPT0023710001
Normal
0.1
CPT0011410003
Tumor
0.1
CPT0020130001
Normal
0.1
CPT0014470001
Normal
0.1
CPT0007470001
Normal
0.1
CPT0086360003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0025110003
Tumor
0.1
CPT0075170001
Normal
0.0
CPT0009020003
Normal
0.0
CPT0001510001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0000640003
Tumor
-0.1
CPT0023350003
Tumor
-0.1
CPT0079300001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0078830003
Tumor
-0.1
CPT0065870003
Tumor
-0.1
CPT0086890003
Normal
-0.1
CPT0085670003
Tumor
-0.1
CPT0079430001
Normal
-0.2
CPT0015810003
Tumor
-0.2
CPT0079230003
Tumor
-0.2
CPT0018250001
Normal
-0.2
CPT0092160003
Tumor
-0.3
CPT0001550001
Normal
-0.3
CPT0012770003
Normal
-0.3
CPT0009080003
Normal
-0.3
CPT0078990003
Tumor
-0.3
CPT0088640003
Normal
-0.3
CPT0069010001
Normal
-0.3
CPT0010110003
Tumor
-0.4
CPT0012900004
Tumor
-0.4
CPT0079480003
Tumor
-0.4
CPT0069000003
Tumor
-0.4
CPT0079270003
Tumor
-0.4
CPT0025880003
Tumor
-0.5
CPT0077310003
Tumor
-0.5
CPT0015730003
Tumor
-0.5
CPT0000870016
Tumor
-0.5
CPT0006440003
Tumor
-0.5
CPT0007320003
Tumor
-0.5
CPT0025050003
Tumor
-0.5
CPT0063630003
Tumor
-0.5
CPT0086870003
Tumor
-0.5
CPT0065810003
Tumor
-0.5
CPT0014370004
Tumor
-0.6
CPT0015910003
Tumor
-0.6
CPT0071150004
Tumor
-0.6
CPT0017410003
Tumor
-0.6
CPT0009060003
Tumor
-0.6
CPT0065930003
Tumor
-0.6
CPT0014160003
Tumor
-0.6
CPT0024680001
Normal
-0.6
CPT0001230001
Normal
-0.6
CPT0078800003
Tumor
-0.6
CPT0081880003
Tumor
-0.6
CPT0012280003
Tumor
-0.6
CPT0063320003
Tumor
-0.6
CPT0087040003
Tumor
-0.6
CPT0081600003
Tumor
-0.6
CPT0017450001
Normal
-0.7
CPT0082010001
Normal
-0.7
CPT0002270011
Tumor
-0.7
CPT0024670003
Tumor
-0.7
CPT0077110003
Tumor
-0.7
CPT0001260009
Tumor
-0.7
CPT0075130003
Tumor
-0.7
CPT0001500009
Tumor
-0.8
CPT0019990003
Tumor
-0.8
CPT0086950003
Tumor
-0.8
CPT0079510001
Normal
-0.8
CPT0026410003
Tumor
-0.8
CPT0012370003
Tumor
-0.8
CPT0011240003
Tumor
-0.8
CPT0025350003
Tumor
-0.8
CPT0069190001
Normal
-0.8
CPT0064370003
Tumor
-0.9
CPT0066470004
Tumor
-1.0
CPT0019130003
Tumor
-1.0
CPT0065750003
Tumor
-1.0
CPT0000780007
Tumor
-1.0
CPT0076330003
Tumor
-1.0
CPT0012670003
Tumor
-1.1
CPT0088760003
Tumor
-1.1
CPT0007860003
Tumor
-1.1
CPT0025580004
Tumor
-1.1
CPT0009000003
Tumor
-1.1
CPT0025230003
Tumor
-1.1
CPT0088900003
Tumor
-1.1
CPT0025290003
Tumor
-1.1
CPT0092290003
Tumor
-1.1
CPT0081990003
Tumor
-1.2
CPT0092790003
Tumor
-1.3
CPT0066480003
Tumor
-1.3
CPT0065690003
Tumor
-1.3
CPT0089020003
Tumor
-1.3
CPT0078510003
Tumor
-1.3
CPT0089460004
Tumor
-1.3
CPT0006630003
Tumor
-1.3
CPT0075560003
Tumor
-1.4
CPT0021240003
Tumor
-1.4
CPT0014450004
Tumor
-1.5
CPT0012640003
Normal
-1.5
CPT0010160003
Tumor
-1.5
CPT0017850003
Tumor
-1.6
CPT0012080003
Tumor
-1.6
CPT0006900003
Tumor
-1.6
CPT0012550003
Tumor
-1.6
CPT0092730003
Tumor
-1.7
CPT0086030003
Tumor
-1.7
CPT0078930003
Tumor
-1.7
CPT0088690003
Tumor
-1.8
CPT0077490003
Tumor
-1.9
CPT0023690003
Tumor
-2.0
CPT0079180003
Tumor
-2.1
CPT0088550004
Tumor
-2.2
CPT0001340003
Tumor
-2.3
CPT0069160003
Tumor
-2.3
CPT0079380003
Tumor
-2.3
CPT0088630003
Tumor
-2.3
CPT0078660003
Tumor
-2.6
CPT0012180003
Tumor
-2.7
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.