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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.
HSPA8 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
430.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
1382.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1064.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
973.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
929.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
865.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
781.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
652.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
650.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
641.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
635.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
627.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
617.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
607.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
593.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
564.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
563.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
554.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
549.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
547.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
523.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
501.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
481.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
471.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
460.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
458.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
449.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
442.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
441.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
436.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
432.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
426.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
415.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
404.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
397.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
361.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
347.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
343.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
337.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
330.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
330.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
324.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
318.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
317.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
297.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
282.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
276.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
273.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
270.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
269.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
262.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
256.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
240.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
237.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
205.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
191.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
161.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
157.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
154.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
110.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
104.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
81.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
69.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
54.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HSPA8 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
475.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
1418.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
1232.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
1141.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1130.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
1121.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
1113.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
1099.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
1082.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
1079.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
1076.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
1070.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
1036.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
1010.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
991.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
968.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
957.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
948.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
925.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
905.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
896.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
887.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
885.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
882.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
880.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
865.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
860.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
858.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
854.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
849.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
840.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
840.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
838.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
836.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
829.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
828.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
817.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
815.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
812.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
808.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
791.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
791.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
790.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
789.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
788.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
787.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
783.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
782.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
781.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
774.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
764.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
760.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
758.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
756.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
749.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
747.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
745.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
739.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
738.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
730.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
729.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
727.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
726.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
723.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
722.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
722.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
721.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
721.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
720.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
719.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
718.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
714.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
712.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
711.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
700.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
699.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
697.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
692.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
692.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
690.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
685.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
679.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
679.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
675.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
674.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
673.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
671.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
667.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
666.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
666.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
665.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
664.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
662.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
662.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
661.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
661.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
660.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
656.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
656.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
653.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
652.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
651.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
650.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
649.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
647.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
646.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
644.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
643.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
640.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
640.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
640.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
640.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
639.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
635.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
633.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
630.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
630.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
629.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
628.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
628.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
625.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
624.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
622.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
614.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
614.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
613.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
611.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
608.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
608.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
608.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
607.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
606.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
606.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
604.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
604.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
603.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
603.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
601.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
601.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
599.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
596.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
595.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
595.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
594.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
593.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
593.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
591.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
591.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
589.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
588.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
584.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
584.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
583.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
582.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
581.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
580.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
577.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
577.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
577.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
577.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
574.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
566.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
565.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
565.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
563.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
563.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
562.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
560.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
559.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
559.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
558.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
558.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
556.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
555.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
553.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
550.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
548.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
546.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
546.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
543.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
543.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
542.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
541.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
541.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
540.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
539.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
539.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
539.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
537.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
536.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
536.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
536.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
536.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
535.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
535.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
535.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
533.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
533.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
533.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
531.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
529.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
528.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
527.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
526.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
525.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
524.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
523.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
523.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
522.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
521.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
520.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
520.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
519.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
518.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
516.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
516.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
516.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
515.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
514.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
512.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
511.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
510.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
509.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
508.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
505.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
505.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
505.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
502.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
502.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
501.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
501.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
500.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
498.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
498.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
497.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
496.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
495.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
494.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
493.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
490.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
488.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
486.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
486.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
486.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
485.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
485.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
482.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
482.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
482.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
481.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
480.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
480.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
480.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
480.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
480.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
480.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
478.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
478.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
476.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
474.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
472.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
472.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
471.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
471.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
470.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
467.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
467.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
465.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
464.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
463.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
462.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
460.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
459.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
459.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
457.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
456.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
455.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
454.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
453.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
452.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
452.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
451.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
451.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
451.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
451.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
447.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
446.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
445.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
444.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
444.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
444.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
442.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
442.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
442.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
442.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
442.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
441.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
438.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
437.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
436.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
434.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
433.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
432.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
431.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
430.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
426.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
425.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
425.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
422.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
419.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
418.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
417.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
417.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
417.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
415.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
415.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
415.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
415.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
414.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
414.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
412.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
410.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
409.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
408.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
408.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
406.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
406.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
404.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
401.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
399.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
397.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
397.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
396.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
395.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
395.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
394.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
393.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
389.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
385.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
381.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
381.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
379.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
377.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
376.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
376.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
375.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
375.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
375.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
375.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
372.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
372.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
369.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
369.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
369.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
366.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
365.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
363.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
362.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
362.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
362.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
361.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
360.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
360.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
359.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
358.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
357.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
357.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
357.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
355.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
355.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
353.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
352.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
351.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
351.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
350.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
349.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
349.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
347.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
345.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
345.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
343.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
338.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
337.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
336.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
333.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
333.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
333.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
332.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
332.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
328.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
326.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
322.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
322.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
321.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
314.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
312.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
311.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
310.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
308.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
307.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
306.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
305.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
303.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
302.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
301.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
298.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
297.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
295.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
293.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
292.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
292.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
291.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
287.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
285.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
285.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
282.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
281.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
279.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
279.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
277.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
274.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
274.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
271.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
271.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
267.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
263.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
263.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
260.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
260.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
258.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
257.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
257.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
255.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
254.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
254.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
252.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
245.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
244.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
240.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
239.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
235.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
230.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
229.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
226.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
224.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
223.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
221.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
221.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
221.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
219.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
215.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
213.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
210.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
209.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
208.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
208.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
208.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
206.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
205.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
204.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
200.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
198.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
198.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
194.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
194.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
192.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
192.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
191.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
190.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
185.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
184.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
178.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
171.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
170.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
165.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
163.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
162.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
162.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
161.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
160.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
158.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
156.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
155.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
155.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
151.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
148.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
145.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
144.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
142.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
129.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
128.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
127.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
126.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
124.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
121.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
121.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
121.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
113.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
106.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
102.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
97.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
94.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
94.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
93.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
87.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
80.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
79.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
78.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
76.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
76.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
75.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
71.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
69.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
62.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
61.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
60.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
53.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
52.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
51.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
50.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
44.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 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.
HSPA8 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
547.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
1858.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
1607.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
971.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
958.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
950.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
896.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
865.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
831.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
812.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
805.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
796.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
790.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
776.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
769.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
766.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
744.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
730.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
706.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
681.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
670.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
651.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
646.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
646.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
638.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
635.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
634.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
630.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
624.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
623.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
621.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
616.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
616.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
612.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
612.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
606.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
606.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
602.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
581.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
576.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
575.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
575.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
575.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
569.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
566.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
556.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
546.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
542.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
532.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
517.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
517.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
501.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
485.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
479.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
479.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
471.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
462.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
461.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
456.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
455.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
455.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
455.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
451.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
447.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
437.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
436.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
435.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
435.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
433.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
431.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
418.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
417.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
410.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
404.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
402.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
396.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
396.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
378.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
376.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
373.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
369.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
361.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
353.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
352.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
350.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
338.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
336.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
336.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
320.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
312.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
309.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
300.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
299.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
292.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
273.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
263.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
260.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
239.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
225.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
206.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 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.
HSPA8 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
414.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
1306.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
1186.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
1153.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
1091.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
955.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
950.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
929.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
926.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
894.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
874.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
872.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
869.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
845.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
838.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
834.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
831.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
817.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
815.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
808.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
803.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
796.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
793.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
790.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
768.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
759.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
757.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
735.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
732.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
728.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
725.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
720.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
720.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
712.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
709.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
706.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
703.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
699.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
677.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
676.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
676.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
673.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
667.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
667.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
664.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
662.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
660.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
657.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
656.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
655.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
639.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
636.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
631.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
622.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
616.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
614.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
612.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
611.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
610.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
604.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
602.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
596.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
580.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
573.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
570.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
569.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
568.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
566.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
559.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
545.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
544.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
543.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
541.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
535.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
535.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
530.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
530.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
529.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
528.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
527.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
525.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
523.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
523.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
518.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
518.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
514.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
514.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
507.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
506.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
505.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
504.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
501.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
499.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
489.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
482.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
481.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
478.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
476.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
476.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
471.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
470.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
469.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
467.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
465.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
464.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
461.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
451.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
449.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
445.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
443.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
438.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
436.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
435.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
434.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
427.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
425.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
423.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
421.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
421.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
420.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
420.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
418.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
416.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
414.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
413.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
412.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
411.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
407.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
406.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
405.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
404.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
402.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
401.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
392.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
390.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
387.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
385.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
381.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
379.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
379.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
377.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
374.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
373.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
373.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
371.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
370.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
368.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
367.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
367.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
366.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
366.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
364.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
364.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
364.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
362.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
361.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
356.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
354.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
349.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
347.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
347.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
347.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
346.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
346.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
346.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
341.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
340.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
336.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
336.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
335.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
331.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
330.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
329.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
324.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
323.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
323.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
318.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
315.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
315.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
314.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
313.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
308.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
307.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
307.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
306.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
304.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
303.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
302.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
300.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
297.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
296.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
294.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
291.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
287.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
287.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
286.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
283.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
282.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
278.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
274.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
270.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
267.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
264.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
261.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
260.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
259.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
259.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
256.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
250.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
247.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
242.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
241.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
238.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
238.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
238.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
237.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
229.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
228.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
222.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
221.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
218.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
217.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
216.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
215.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
214.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
209.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
208.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
200.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
196.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
195.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
192.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
191.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
185.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
176.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
171.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
168.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
167.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
160.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
158.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
158.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
158.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
155.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
155.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
154.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
153.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
153.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
151.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
145.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
140.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
137.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
137.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
136.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
133.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
133.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
132.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
130.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
125.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
123.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
120.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
117.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
116.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
115.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
115.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
114.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
111.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
108.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
105.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
96.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
94.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
92.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
87.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
87.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
84.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
82.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
79.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
77.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
73.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
70.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
64.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
63.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
49.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
42.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
29.2
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0076330003
Tumor
0.5
CPT0021240003
Tumor
0.4
CPT0012550003
Tumor
0.3
CPT0076350001
Normal
0.3
CPT0023350003
Tumor
0.3
CPT0001340003
Tumor
0.3
CPT0092740003
Normal
0.2
CPT0079180003
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0081880003
Tumor
0.2
CPT0017450001
Normal
0.2
CPT0088970003
Tumor
0.2
CPT0026420001
Normal
0.2
CPT0002270011
Tumor
0.2
CPT0025060001
Normal
0.2
CPT0077310003
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0078530001
Normal
0.2
CPT0066430001
Normal
0.2
CPT0025050003
Tumor
0.2
CPT0084560003
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0078510003
Tumor
0.2
CPT0025230003
Tumor
0.2
CPT0077500001
Normal
0.2
CPT0079410003
Tumor
0.1
CPT0014160003
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0069000003
Tumor
0.1
CPT0063630003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0079430001
Normal
0.1
CPT0025610001
Normal
0.1
CPT0092790003
Tumor
0.1
CPT0012900004
Tumor
0.1
CPT0065750003
Tumor
0.1
CPT0017410003
Tumor
0.1
CPT0001350001
Normal
0.1
CPT0001500009
Tumor
0.1
CPT0012770003
Normal
0.1
CPT0075560003
Tumor
0.1
CPT0023360001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0084590001
Normal
0.1
CPT0065430003
Tumor
0.1
CPT0009000003
Tumor
0.1
CPT0023710001
Normal
0.1
CPT0006950001
Normal
0.1
CPT0012570003
Normal
0.1
CPT0025290003
Tumor
0.1
CPT0001190001
Normal
0.1
CPT0092310003
Normal
0.1
CPT0001260009
Tumor
0.1
CPT0064370003
Tumor
0.1
CPT0089480003
Normal
0.1
CPT0024680001
Normal
0.1
CPT0020120003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0092800003
Normal
0.1
CPT0075170001
Normal
0.1
CPT0012290003
Normal
0.1
CPT0012180003
Tumor
0.1
CPT0065450001
Normal
0.1
CPT0012090003
Normal
0.1
CPT0065930003
Tumor
0.1
CPT0086890003
Normal
0.1
CPT0087050003
Normal
0.1
CPT0012280003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0078840001
Normal
0.1
CPT0069010001
Normal
0.1
CPT0063640001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0015730003
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0024670003
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0081620001
Normal
0.0
CPT0077320001
Normal
0.0
CPT0092290003
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0010170001
Normal
0.0
CPT0012670003
Tumor
0.0
CPT0086360003
Tumor
0.0
CPT0075130003
Tumor
0.0
CPT0000640003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0012920003
Normal
0.0
CPT0077140001
Normal
0.0
CPT0010160003
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0066520001
Normal
0.0
CPT0001270001
Normal
0.0
CPT0086950003
Tumor
0.0
CPT0025880003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0078800003
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0002350011
Tumor
0.0
CPT0006730001
Normal
0.0
CPT0088550004
Tumor
0.0
CPT0007860003
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0082010001
Normal
0.0
CPT0063320003
Tumor
0.0
CPT0079480003
Tumor
0.0
CPT0006630003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0023690003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0014130001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0000790001
Normal
0.0
CPT0079510001
Normal
0.0
CPT0001180009
Tumor
0.0
CPT0092730003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0014450004
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0092190003
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0089020003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0015810003
Tumor
0.0
CPT0088710001
Normal
0.0
CPT0079000001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0011410003
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0066470004
Tumor
0.0
CPT0009020003
Normal
0.0
CPT0000660001
Normal
0.0
CPT0007870001
Normal
0.0
CPT0001510001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0012080003
Tumor
-0.1
CPT0012640003
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0001540009
Tumor
-0.1
CPT0079300001
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0025580004
Tumor
-0.1
CPT0089460004
Tumor
-0.1
CPT0078660003
Tumor
-0.1
CPT0078930003
Tumor
-0.1
CPT0009060003
Tumor
-0.1
CPT0088690003
Tumor
-0.1
CPT0081600003
Tumor
-0.1
CPT0088900003
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0025350003
Tumor
-0.1
CPT0010110003
Tumor
-0.1
CPT0019130003
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0006900003
Tumor
-0.1
CPT0000870016
Tumor
-0.1
CPT0012370003
Tumor
-0.1
CPT0000780007
Tumor
-0.1
CPT0015910003
Tumor
-0.1
CPT0026410003
Tumor
-0.1
CPT0078830003
Tumor
-0.1
CPT0007320003
Tumor
-0.1
CPT0078990003
Tumor
-0.1
CPT0001230001
Normal
-0.1
CPT0014370004
Tumor
-0.2
CPT0011240003
Tumor
-0.2
CPT0006440003
Tumor
-0.2
CPT0079270003
Tumor
-0.2
CPT0081990003
Tumor
-0.2
CPT0077110003
Tumor
-0.2
CPT0086870003
Tumor
-0.2
CPT0075720003
Tumor
-0.2
CPT0085670003
Tumor
-0.2
CPT0088480003
Tumor
-0.2
CPT0065870003
Tumor
-0.2
CPT0025110003
Tumor
-0.2
CPT0088630003
Tumor
-0.3
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
