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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.
LGALS3 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
1052.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
2689.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
2049.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1967.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
1868.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
1817.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1813.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
1811.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
1671.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
1542.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
1476.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
1475.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1466.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1458.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
1453.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
1451.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
1409.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
1396.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
1366.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
1361.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
1321.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
1293.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
1233.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
1221.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
1210.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1167.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
1136.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
1113.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
1082.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1073.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
1068.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1050.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
1005.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
1003.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
993.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
943.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
902.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
897.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
892.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
865.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
835.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
827.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
825.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
812.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
785.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
734.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
718.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
688.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
662.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
652.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
644.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
626.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
621.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
615.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
613.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
545.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
516.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
458.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
430.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
429.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
351.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
295.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
283.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
273.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 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.
LGALS3 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
317.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
3787.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
3125.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2585.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
2168.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
1856.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
1729.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
1572.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
1336.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
1301.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
1240.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1177.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
1176.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
1170.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
1046.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
1024.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
1005.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
999.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
998.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
986.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
964.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
963.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
953.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
935.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
932.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
922.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
919.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
883.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
877.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
846.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
838.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
807.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
778.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
768.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
763.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
746.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
738.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
734.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
722.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
712.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
700.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
699.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
692.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
691.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
667.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
657.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
642.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
639.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
636.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
631.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
631.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
623.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
623.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
622.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
614.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
603.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
601.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
593.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
578.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
575.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
553.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
545.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
537.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
531.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
510.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
496.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
493.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
492.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
490.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
489.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
483.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
479.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
478.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
475.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
471.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
470.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
469.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
467.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
463.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
462.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
461.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
452.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
446.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
443.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
442.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
440.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
439.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
436.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
433.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
432.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
431.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
431.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
430.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
429.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
428.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
427.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
424.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
422.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
422.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
419.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
418.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
414.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
413.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
399.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
399.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
395.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
392.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
391.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
391.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
391.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
389.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
387.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
386.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
384.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
383.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
372.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
371.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
365.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
365.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
363.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
362.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
360.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
359.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
357.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
357.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
353.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
352.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
352.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
352.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
350.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
349.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
345.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
342.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
341.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
341.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
338.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
338.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
337.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
334.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
334.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
334.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
332.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
332.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
330.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
329.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
329.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
328.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
326.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
325.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
325.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
323.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
322.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
320.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
320.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
320.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
320.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
319.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
318.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
318.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
317.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
316.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
313.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
313.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
312.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
303.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
303.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
302.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
301.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
301.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
301.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
301.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
300.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
300.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
299.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
296.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
295.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
294.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
294.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
294.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
294.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
293.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
292.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
291.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
289.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
284.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
283.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
283.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
282.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
282.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
278.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
276.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
274.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
272.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
271.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
270.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
270.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
269.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
269.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
268.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
268.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
268.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
268.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
266.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
263.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
262.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
261.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
257.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
255.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
255.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
254.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
253.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
253.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
252.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
251.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
249.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
249.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
249.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
249.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
249.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
248.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
248.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
247.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
246.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
246.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
246.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
246.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
245.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
245.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
245.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
244.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
244.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
244.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
243.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
242.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
241.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
241.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
238.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
238.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
238.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
238.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
238.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
236.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
236.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
234.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
234.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
234.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
234.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
233.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
232.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
231.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
231.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
230.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
229.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
228.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
227.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
226.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
225.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
225.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
225.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
224.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
224.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
224.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
223.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
221.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
220.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
220.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
219.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
218.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
217.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
215.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
214.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
214.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
214.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
214.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
212.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
211.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
211.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
207.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
207.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
207.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
206.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
206.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
205.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
205.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
205.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
204.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
204.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
204.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
204.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
204.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
203.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
203.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
202.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
202.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
201.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
199.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
199.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
198.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
198.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
198.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
196.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
196.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
195.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
195.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
194.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
194.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
193.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
193.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
193.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
192.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
192.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
192.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
192.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
192.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
191.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
191.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
190.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
189.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
189.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
188.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
188.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
186.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
186.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
185.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
185.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
185.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
185.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
184.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
183.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
183.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
183.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
183.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
182.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
180.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
180.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
180.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
179.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
178.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
177.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
176.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
176.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
176.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
175.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
174.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
174.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
173.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
173.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
173.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
173.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
173.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
173.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
173.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
172.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
172.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
170.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
169.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
169.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
169.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
168.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
168.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
168.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
167.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
167.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
166.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
166.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
165.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
164.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
163.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
163.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
163.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
162.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
160.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
160.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
160.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
159.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
159.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
157.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
157.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
156.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
154.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
154.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
154.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
153.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
153.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
153.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
152.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
152.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
152.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
151.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
151.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
151.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
150.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
150.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
150.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
150.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
149.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
149.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
149.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
149.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
149.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
149.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
148.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
148.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
148.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
148.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
147.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
147.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
145.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
145.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
144.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
143.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
142.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
142.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
142.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
142.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
141.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
141.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
141.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
140.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
140.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
140.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
140.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
139.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
139.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
139.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
139.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
138.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
138.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
137.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
137.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
136.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
136.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
136.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
135.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
135.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
134.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
134.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
134.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
134.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
134.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
134.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
133.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
132.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
132.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
132.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
131.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
131.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
130.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
129.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
129.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
128.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
127.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
127.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
127.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
127.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
126.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
126.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
125.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
124.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
123.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
121.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
120.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
118.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
118.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
117.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
117.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
117.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
117.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
115.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
114.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
113.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
113.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
112.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
112.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
112.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
111.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
111.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
109.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
109.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
108.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
108.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
107.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
106.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
106.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
105.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
102.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
102.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
100.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
97.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
94.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
94.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
91.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
91.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
90.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
89.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
89.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
88.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
88.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
87.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
86.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
85.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
80.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
80.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
80.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
80.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
78.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
77.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
75.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
74.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
74.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
72.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
69.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
66.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
66.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
56.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
52.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
50.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
44.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
43.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
38.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
37.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 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.
LGALS3 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
280.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
2297.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
814.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
788.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
707.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
653.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
581.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
521.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
517.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
507.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
444.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
437.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
435.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
432.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
425.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
394.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
379.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
376.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
370.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
369.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
354.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
350.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
345.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
342.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
335.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
328.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
322.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
317.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
315.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
312.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
302.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
298.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
298.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
293.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
293.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
292.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
284.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
276.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
275.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
274.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
273.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
273.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
272.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
269.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
264.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
258.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
254.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
249.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
241.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
232.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
230.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
228.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
221.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
219.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
218.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
218.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
211.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
210.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
201.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
201.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
196.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
195.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
192.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
192.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
182.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
182.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
181.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
181.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
175.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
168.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
163.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
155.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
152.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
151.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
151.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
149.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
147.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
142.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
141.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
140.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
132.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
131.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
130.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
126.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
126.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
123.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
122.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
120.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
120.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
119.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
116.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
115.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
110.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
109.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
105.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
88.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
84.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
73.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
71.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
67.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
LGALS3 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
294.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
1493.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
1471.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
1189.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
1055.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
993.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
987.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
977.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
906.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
823.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
805.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
785.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
722.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
693.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
654.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
634.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
631.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
605.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
600.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
597.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
594.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
588.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
575.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
567.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
563.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
563.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
559.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
544.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
543.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
535.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
525.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
522.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
514.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
513.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
511.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
504.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
504.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
495.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
488.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
488.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
478.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
475.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
474.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
474.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
463.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
461.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
455.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
453.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
447.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
445.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
445.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
444.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
442.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
435.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
431.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
429.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
427.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
425.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
420.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
418.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
417.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
414.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
412.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
401.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
400.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
395.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
392.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
392.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
388.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
386.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
381.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
379.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
374.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
373.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
372.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
370.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
369.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
364.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
361.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
360.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
358.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
355.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
352.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
351.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
351.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
347.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
346.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
343.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
340.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
338.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
335.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
335.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
334.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
333.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
332.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
324.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
323.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
322.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
318.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
315.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
312.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
310.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
310.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
308.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
307.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
304.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
301.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
299.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
298.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
297.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
295.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
294.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
294.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
292.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
291.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
285.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
285.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
283.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
283.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
282.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
281.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
281.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
280.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
279.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
276.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
274.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
273.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
273.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
271.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
271.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
270.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
267.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
267.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
265.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
265.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
264.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
263.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
263.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
261.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
260.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
260.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
259.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
257.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
253.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
253.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
251.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
251.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
247.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
247.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
247.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
246.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
246.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
240.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
236.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
234.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
233.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
232.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
231.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
231.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
229.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
229.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
228.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
228.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
228.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
225.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
223.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
222.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
219.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
219.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
219.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
217.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
215.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
215.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
214.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
208.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
206.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
202.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
202.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
201.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
200.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
198.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
194.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
193.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
192.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
192.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
191.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
189.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
184.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
183.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
183.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
181.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
178.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
176.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
175.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
175.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
173.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
171.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
170.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
168.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
168.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
165.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
162.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
160.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
159.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
154.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
152.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
152.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
150.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
150.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
149.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
148.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
147.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
145.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
143.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
143.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
141.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
140.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
139.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
136.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
136.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
135.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
135.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
134.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
132.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
130.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
130.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
128.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
122.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
121.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
119.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
118.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
117.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
115.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
114.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
113.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
112.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
110.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
108.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
107.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
106.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
106.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
104.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
104.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
100.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
98.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
96.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
91.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
91.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
87.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
87.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
82.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
82.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
81.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
81.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
81.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
80.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
80.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
78.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
77.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
70.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
67.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
64.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
62.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
54.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
53.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
50.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
50.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
50.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
47.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
46.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
44.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
44.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
43.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
42.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
37.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
33.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
27.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
26.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
21.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
15.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
14.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
12.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
6.4
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079180003
Tumor
2.7
CPT0078660003
Tumor
2.2
CPT0088550004
Tumor
1.8
CPT0012550003
Tumor
1.6
CPT0086950003
Tumor
1.5
CPT0012180003
Tumor
1.5
CPT0063320003
Tumor
1.4
CPT0001340003
Tumor
1.2
CPT0019130003
Tumor
1.2
CPT0023350003
Tumor
1.2
CPT0078990003
Tumor
1.1
CPT0069000003
Tumor
1.1
CPT0071150004
Tumor
1.1
CPT0069160003
Tumor
1.0
CPT0012900004
Tumor
1.0
CPT0001500009
Tumor
1.0
CPT0006440003
Tumor
1.0
CPT0081880003
Tumor
0.9
CPT0064370003
Tumor
0.9
CPT0092730003
Tumor
0.9
CPT0086030003
Tumor
0.8
CPT0025880003
Tumor
0.8
CPT0014160003
Tumor
0.7
CPT0065430003
Tumor
0.7
CPT0078830003
Tumor
0.7
CPT0021240003
Tumor
0.7
CPT0065690003
Tumor
0.7
CPT0066470004
Tumor
0.7
CPT0078510003
Tumor
0.7
CPT0006630003
Tumor
0.6
CPT0089020003
Tumor
0.6
CPT0015810003
Tumor
0.6
CPT0087040003
Tumor
0.6
CPT0088690003
Tumor
0.5
CPT0009000003
Tumor
0.5
CPT0025230003
Tumor
0.5
CPT0025290003
Tumor
0.5
CPT0075560003
Tumor
0.5
CPT0086820003
Tumor
0.5
CPT0000640003
Tumor
0.5
CPT0092290003
Tumor
0.5
CPT0078800003
Tumor
0.4
CPT0007320003
Tumor
0.4
CPT0066480003
Tumor
0.4
CPT0025050003
Tumor
0.4
CPT0001540009
Tumor
0.4
CPT0007860003
Tumor
0.4
CPT0025580004
Tumor
0.4
CPT0063630003
Tumor
0.4
CPT0065810003
Tumor
0.4
CPT0010160003
Tumor
0.4
CPT0024670003
Tumor
0.4
CPT0092790003
Tumor
0.3
CPT0019990003
Tumor
0.3
CPT0079380003
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0001180009
Tumor
0.3
CPT0065930003
Tumor
0.3
CPT0086870003
Tumor
0.3
CPT0079270003
Tumor
0.2
CPT0006900003
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0025350003
Tumor
0.1
CPT0017410003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0002350011
Tumor
0.1
CPT0014450004
Tumor
0.1
CPT0065870003
Tumor
0.0
CPT0000780007
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0020120003
Tumor
0.0
CPT0076330003
Tumor
0.0
CPT0014370004
Tumor
0.0
CPT0012280003
Tumor
0.0
CPT0078930003
Tumor
0.0
CPT0017850003
Tumor
0.0
CPT0001260009
Tumor
-0.1
CPT0088480003
Tumor
-0.1
CPT0089460004
Tumor
-0.1
CPT0023690003
Tumor
-0.1
CPT0077490003
Tumor
-0.1
CPT0012370003
Tumor
-0.1
CPT0088630003
Tumor
-0.1
CPT0081600003
Tumor
-0.1
CPT0086360003
Tumor
-0.1
CPT0088760003
Tumor
-0.1
CPT0079510001
Normal
-0.2
CPT0000870016
Tumor
-0.2
CPT0015910003
Tumor
-0.2
CPT0012670003
Tumor
-0.2
CPT0065450001
Normal
-0.2
CPT0014470001
Normal
-0.3
CPT0066430001
Normal
-0.3
CPT0088570001
Normal
-0.3
CPT0065750003
Tumor
-0.3
CPT0092160003
Tumor
-0.3
CPT0024680001
Normal
-0.3
CPT0092190003
Normal
-0.3
CPT0011240003
Tumor
-0.4
CPT0002270011
Tumor
-0.4
CPT0010120001
Normal
-0.4
CPT0086970003
Normal
-0.4
CPT0066520001
Normal
-0.4
CPT0087050003
Normal
-0.4
CPT0075130003
Tumor
-0.4
CPT0010110003
Tumor
-0.4
CPT0010170001
Normal
-0.4
CPT0065820001
Normal
-0.4
CPT0009060003
Tumor
-0.4
CPT0026410003
Tumor
-0.4
CPT0069190001
Normal
-0.4
CPT0077320001
Normal
-0.4
CPT0086370003
Normal
-0.4
CPT0001350001
Normal
-0.4
CPT0078940001
Normal
-0.5
CPT0006730001
Normal
-0.5
CPT0092310003
Normal
-0.5
CPT0025920001
Normal
-0.5
CPT0075170001
Normal
-0.5
CPT0001510001
Normal
-0.5
CPT0084590001
Normal
-0.5
CPT0001550001
Normal
-0.5
CPT0063640001
Normal
-0.5
CPT0078670001
Normal
-0.5
CPT0006530001
Normal
-0.5
CPT0088920001
Normal
-0.5
CPT0075570001
Normal
-0.6
CPT0007870001
Normal
-0.6
CPT0012770003
Normal
-0.6
CPT0077140001
Normal
-0.6
CPT0088710001
Normal
-0.6
CPT0092800003
Normal
-0.6
CPT0078530001
Normal
-0.6
CPT0076350001
Normal
-0.6
CPT0088780001
Normal
-0.6
CPT0014130001
Normal
-0.6
CPT0086890003
Normal
-0.6
CPT0088500001
Normal
-0.6
CPT0026420001
Normal
-0.6
CPT0002370001
Normal
-0.6
CPT0000790001
Normal
-0.6
CPT0015730003
Tumor
-0.6
CPT0006950001
Normal
-0.6
CPT0086830003
Normal
-0.7
CPT0012920003
Normal
-0.7
CPT0001270001
Normal
-0.7
CPT0025060001
Normal
-0.7
CPT0019160001
Normal
-0.7
CPT0079300001
Normal
-0.7
CPT0079000001
Normal
-0.7
CPT0007470001
Normal
-0.7
CPT0079230003
Tumor
-0.7
CPT0084560003
Tumor
-0.7
CPT0000660001
Normal
-0.7
CPT0081620001
Normal
-0.7
CPT0013790003
Normal
-0.7
CPT0089040001
Normal
-0.7
CPT0092740003
Normal
-0.7
CPT0077500001
Normal
-0.7
CPT0012290003
Normal
-0.7
CPT0064400001
Normal
-0.7
CPT0014350001
Normal
-0.7
CPT0063330001
Normal
-0.7
CPT0078840001
Normal
-0.7
CPT0020020001
Normal
-0.8
CPT0012570003
Normal
-0.8
CPT0009020003
Normal
-0.8
CPT0085670003
Tumor
-0.8
CPT0001230001
Normal
-0.8
CPT0079430001
Normal
-0.8
CPT0018250001
Normal
-0.8
CPT0023360001
Normal
-0.8
CPT0020130001
Normal
-0.8
CPT0000890001
Normal
-0.8
CPT0069010001
Normal
-0.9
CPT0012090003
Normal
-0.9
CPT0012640003
Normal
-0.9
CPT0001190001
Normal
-1.0
CPT0025610001
Normal
-1.0
CPT0089480003
Normal
-1.0
CPT0009080003
Normal
-1.0
CPT0017450001
Normal
-1.1
CPT0088640003
Normal
-1.1
CPT0011410003
Tumor
-1.1
CPT0082010001
Normal
-1.3
CPT0023710001
Normal
-1.4
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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
