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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.
EEF1D is potential prognostic, high expression is unfavorable 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
356.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
846.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
808.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
748.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
718.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
698.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
691.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
618.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
590.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
560.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
545.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
524.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
521.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
506.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
495.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
480.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
440.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
438.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
435.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
411.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
406.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
405.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
393.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
383.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
368.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
361.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
361.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
334.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
317.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
315.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
315.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
307.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
304.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
303.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
301.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
288.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
283.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
283.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
280.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
278.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
271.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
269.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
266.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
266.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
253.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
251.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
251.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
251.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
250.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
239.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
233.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
232.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
207.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
195.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
189.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
185.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
179.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
173.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
173.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
163.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
146.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
145.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
141.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
105.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 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.
EEF1D 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
397.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
4329.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
1218.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
1065.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
1042.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
988.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
986.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
965.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
901.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
855.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
845.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
787.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
778.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
753.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
743.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
728.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
727.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
703.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
696.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
670.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
664.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
659.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
633.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
632.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
630.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
627.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
623.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
621.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
617.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
617.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
614.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
611.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
611.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
608.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
604.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
600.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
589.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
588.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
586.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
584.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
583.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
579.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
573.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
572.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
570.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
569.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
562.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
560.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
559.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
559.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
558.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
558.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
556.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
549.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
547.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
545.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
544.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
542.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
542.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
539.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
538.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
535.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
535.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
535.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
534.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
534.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
532.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
531.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
530.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
529.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
528.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
525.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
525.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
522.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
521.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
518.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
511.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
510.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
509.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
508.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
507.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
507.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
505.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
504.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
504.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
503.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
502.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
502.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
502.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
502.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
502.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
501.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
500.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
499.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
496.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
496.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
496.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
496.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
496.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
496.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
495.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
494.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
493.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
493.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
490.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
488.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
488.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
488.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
486.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
485.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
485.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
485.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
485.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
483.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
483.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
481.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
480.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
479.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
479.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
478.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
478.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
475.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
474.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
474.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
473.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
471.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
470.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
470.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
470.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
469.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
468.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
467.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
465.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
460.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
459.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
459.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
459.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
458.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
457.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
456.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
456.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
456.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
455.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
454.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
454.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
453.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
453.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
452.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
452.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
451.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
449.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
449.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
449.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
449.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
448.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
448.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
446.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
445.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
444.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
442.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
441.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
441.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
438.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
438.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
436.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
435.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
435.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
435.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
435.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
434.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
434.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
432.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
432.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
431.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
431.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
431.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
430.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
430.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
429.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
429.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
428.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
428.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
426.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
426.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
426.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
426.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
425.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
423.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
422.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
420.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
418.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
417.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
415.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
414.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
413.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
413.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
412.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
411.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
411.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
409.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
408.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
408.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
408.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
407.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
407.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
407.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
405.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
404.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
403.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
401.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
400.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
398.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
398.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
397.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
397.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
397.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
396.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
396.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
395.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
394.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
394.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
394.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
393.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
393.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
393.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
391.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
391.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
390.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
387.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
386.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
385.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
385.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
383.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
383.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
382.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
382.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
381.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
381.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
381.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
381.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
379.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
379.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
378.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
378.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
378.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
377.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
377.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
375.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
374.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
373.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
373.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
373.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
373.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
372.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
372.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
372.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
371.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
371.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
371.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
371.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
370.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
370.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
367.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
367.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
366.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
365.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
365.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
365.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
364.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
363.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
363.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
363.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
363.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
362.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
362.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
361.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
360.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
359.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
358.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
357.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
357.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
357.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
356.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
355.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
355.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
354.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
353.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
353.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
353.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
353.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
352.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
352.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
352.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
352.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
350.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
349.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
349.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
348.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
348.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
347.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
347.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
347.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
346.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
346.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
346.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
346.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
345.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
345.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
344.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
343.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
342.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
342.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
341.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
341.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
341.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
341.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
341.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
341.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
339.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
339.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
339.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
337.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
337.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
335.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
335.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
334.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
334.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
334.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
334.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
333.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
332.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
332.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
331.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
331.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
331.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
330.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
328.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
328.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
327.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
327.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
326.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
325.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
325.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
325.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
325.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
325.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
325.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
325.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
325.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
324.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
324.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
324.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
324.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
324.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
324.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
323.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
323.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
322.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
321.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
320.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
319.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
318.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
318.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
316.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
315.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
315.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
315.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
314.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
312.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
312.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
311.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
311.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
311.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
310.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
309.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
309.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
309.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
308.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
308.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
307.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
306.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
305.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
304.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
303.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
303.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
302.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
300.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
299.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
298.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
298.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
297.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
297.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
296.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
296.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
296.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
296.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
294.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
294.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
293.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
292.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
292.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
291.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
291.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
291.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
290.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
290.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
289.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
289.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
288.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
287.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
287.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
286.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
286.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
285.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
285.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
285.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
284.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
283.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
280.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
280.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
279.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
278.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
277.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
277.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
277.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
276.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
273.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
272.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
272.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
272.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
272.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
270.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
269.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
269.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
267.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
267.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
267.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
266.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
264.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
263.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
261.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
259.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
258.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
258.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
256.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
255.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
254.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
254.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
252.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
252.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
252.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
251.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
250.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
250.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
249.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
248.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
247.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
246.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
246.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
245.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
241.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
241.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
238.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
237.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
236.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
236.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
235.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
234.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
234.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
234.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
233.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
232.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
229.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
228.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
227.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
222.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
221.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
219.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
218.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
217.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
214.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
213.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
213.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
212.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
212.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
210.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
210.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
210.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
209.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
209.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
207.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
205.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
205.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
202.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
200.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
200.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
196.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
195.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
194.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
191.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
190.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
182.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
181.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
179.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
173.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
173.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
172.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
171.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
168.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
166.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
161.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
160.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
156.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
154.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
154.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
149.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
123.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
115.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
112.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
110.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
47.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
EEF1D 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
333.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
1409.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
824.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
754.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
635.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
536.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
535.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
521.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
500.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
490.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
467.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
457.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
454.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
439.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
421.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
419.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
411.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
396.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
391.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
384.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
384.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
380.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
377.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
374.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
367.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
364.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
361.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
356.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
353.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
353.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
350.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
349.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
349.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
348.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
336.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
336.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
332.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
332.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
327.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
326.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
322.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
322.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
320.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
319.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
317.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
316.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
314.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
313.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
312.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
306.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
304.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
303.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
303.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
303.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
302.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
301.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
299.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
298.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
298.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
295.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
293.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
289.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
286.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
281.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
279.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
277.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
277.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
276.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
272.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
272.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
271.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
269.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
266.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
265.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
264.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
263.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
256.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
256.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
256.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
253.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
249.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
248.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
245.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
244.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
243.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
238.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
238.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
229.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
227.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
217.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
213.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
209.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
209.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
207.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
201.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
179.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
167.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
142.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
138.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
101.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 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.
EEF1D 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
396.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1585.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
1460.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
1370.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
1099.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1057.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
996.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
931.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
889.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
883.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
847.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
834.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
748.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
743.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
729.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
720.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
715.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
707.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
693.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
662.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
656.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
630.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
628.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
624.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
612.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
608.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
602.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
600.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
599.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
597.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
591.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
587.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
584.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
576.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
574.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
563.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
562.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
562.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
557.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
554.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
550.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
549.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
546.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
542.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
540.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
536.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
532.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
529.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
518.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
514.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
514.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
511.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
500.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
499.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
494.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
493.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
493.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
491.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
482.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
482.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
479.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
475.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
474.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
473.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
472.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
471.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
470.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
469.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
469.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
467.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
466.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
465.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
459.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
457.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
457.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
456.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
455.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
454.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
454.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
453.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
452.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
452.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
452.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
449.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
449.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
447.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
446.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
445.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
443.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
441.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
441.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
438.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
438.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
436.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
436.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
436.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
435.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
434.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
434.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
434.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
434.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
433.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
433.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
430.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
424.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
421.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
421.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
420.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
412.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
411.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
411.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
407.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
407.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
405.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
405.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
405.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
404.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
403.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
402.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
401.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
398.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
398.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
396.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
394.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
392.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
385.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
384.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
382.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
379.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
378.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
377.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
371.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
371.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
368.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
366.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
363.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
360.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
358.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
358.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
358.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
358.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
356.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
355.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
354.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
351.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
350.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
349.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
348.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
347.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
344.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
342.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
342.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
341.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
341.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
341.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
339.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
339.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
338.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
336.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
334.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
334.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
332.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
330.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
330.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
329.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
327.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
327.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
325.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
323.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
323.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
321.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
321.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
321.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
319.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
319.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
319.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
316.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
314.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
314.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
313.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
312.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
310.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
308.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
307.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
306.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
305.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
305.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
303.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
303.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
303.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
301.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
299.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
299.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
297.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
297.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
296.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
295.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
295.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
293.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
293.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
290.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
286.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
285.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
285.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
285.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
285.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
283.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
282.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
279.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
279.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
277.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
277.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
276.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
274.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
274.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
273.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
272.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
271.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
270.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
268.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
267.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
265.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
260.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
257.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
257.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
257.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
256.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
253.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
251.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
251.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
251.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
249.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
248.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
248.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
248.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
243.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
241.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
239.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
236.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
235.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
235.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
232.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
232.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
229.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
224.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
224.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
222.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
218.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
211.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
211.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
209.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
207.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
204.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
203.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
201.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
200.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
199.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
197.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
187.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
185.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
184.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
184.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
182.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
180.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
178.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
176.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
172.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
172.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
171.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
170.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
169.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
167.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
163.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
162.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
149.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
148.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
148.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
143.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
141.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
130.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
106.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
100.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
99.9
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
0.8
CPT0088550004
Tumor
0.6
CPT0001180009
Tumor
0.5
CPT0017410003
Tumor
0.5
CPT0012550003
Tumor
0.5
CPT0023350003
Tumor
0.5
CPT0076330003
Tumor
0.4
CPT0012180003
Tumor
0.4
CPT0002270011
Tumor
0.3
CPT0001260009
Tumor
0.3
CPT0084590001
Normal
0.3
CPT0071150004
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0084560003
Tumor
0.3
CPT0092740003
Normal
0.3
CPT0001270001
Normal
0.2
CPT0081880003
Tumor
0.2
CPT0001190001
Normal
0.2
CPT0000660001
Normal
0.2
CPT0065430003
Tumor
0.2
CPT0078530001
Normal
0.2
CPT0075570001
Normal
0.2
CPT0018250001
Normal
0.2
CPT0079410003
Tumor
0.2
CPT0025060001
Normal
0.2
CPT0088780001
Normal
0.2
CPT0012670003
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0086950003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0089040001
Normal
0.2
CPT0014350001
Normal
0.2
CPT0014470001
Normal
0.2
CPT0079430001
Normal
0.2
CPT0000890001
Normal
0.2
CPT0069000003
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0026410003
Tumor
0.1
CPT0078840001
Normal
0.1
CPT0082010001
Normal
0.1
CPT0092800003
Normal
0.1
CPT0089460004
Tumor
0.1
CPT0012900004
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0092310003
Normal
0.1
CPT0079000001
Normal
0.1
CPT0086890003
Normal
0.1
CPT0088690003
Tumor
0.1
CPT0023360001
Normal
0.1
CPT0065450001
Normal
0.1
CPT0011240003
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0078800003
Tumor
0.1
CPT0063640001
Normal
0.1
CPT0024680001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0088920001
Normal
0.1
CPT0079380003
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0009000003
Tumor
0.1
CPT0066430001
Normal
0.1
CPT0077320001
Normal
0.1
CPT0075170001
Normal
0.1
CPT0012090003
Normal
0.1
CPT0002350011
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0075130003
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0001350001
Normal
0.1
CPT0088630003
Tumor
0.1
CPT0006730001
Normal
0.1
CPT0088500001
Normal
0.1
CPT0085670003
Tumor
0.1
CPT0006440003
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0001540009
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0012290003
Normal
0.1
CPT0089480003
Normal
0.1
CPT0086370003
Normal
0.1
CPT0092160003
Tumor
0.1
CPT0087050003
Normal
0.1
CPT0023710001
Normal
0.1
CPT0020130001
Normal
0.1
CPT0066480003
Tumor
0.1
CPT0063320003
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0026420001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0009020003
Normal
0.0
CPT0086970003
Normal
0.0
CPT0012080003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0010110003
Tumor
0.0
CPT0077140001
Normal
0.0
CPT0012770003
Normal
0.0
CPT0000640003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0006950001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0088480003
Tumor
0.0
CPT0078940001
Normal
0.0
CPT0000780007
Tumor
0.0
CPT0025050003
Tumor
0.0
CPT0012920003
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0081990003
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0019990003
Tumor
0.0
CPT0014370004
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0000790001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0025880003
Tumor
0.0
CPT0081620001
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0014160003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0012640003
Normal
0.0
CPT0010170001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0021240003
Tumor
0.0
CPT0001230001
Normal
0.0
CPT0086870003
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0092730003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0081600003
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0025920001
Normal
-0.1
CPT0087040003
Tumor
-0.1
CPT0066470004
Tumor
-0.1
CPT0079180003
Tumor
-0.1
CPT0013790003
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0063630003
Tumor
-0.1
CPT0010160003
Tumor
-0.1
CPT0025230003
Tumor
-0.1
CPT0001500009
Tumor
-0.1
CPT0015810003
Tumor
-0.1
CPT0077490003
Tumor
-0.1
CPT0092290003
Tumor
-0.1
CPT0088900003
Tumor
-0.1
CPT0086360003
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0024670003
Tumor
-0.1
CPT0078510003
Tumor
-0.1
CPT0065930003
Tumor
-0.1
CPT0088760003
Tumor
-0.1
CPT0086830003
Normal
-0.1
CPT0078990003
Tumor
-0.1
CPT0020120003
Tumor
-0.1
CPT0065750003
Tumor
-0.1
CPT0025110003
Tumor
-0.1
CPT0007860003
Tumor
-0.1
CPT0011410003
Tumor
-0.1
CPT0025290003
Tumor
-0.1
CPT0015910003
Tumor
-0.1
CPT0025350003
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0007320003
Tumor
-0.1
CPT0092790003
Tumor
-0.1
CPT0025580004
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0009060003
Tumor
-0.2
CPT0006630003
Tumor
-0.2
CPT0065810003
Tumor
-0.2
CPT0000870016
Tumor
-0.2
CPT0065690003
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0079270003
Tumor
-0.2
CPT0086030003
Tumor
-0.2
CPT0075560003
Tumor
-0.2
CPT0015730003
Tumor
-0.2
CPT0078660003
Tumor
-0.2
CPT0065870003
Tumor
-0.2
CPT0012370003
Tumor
-0.2
CPT0023690003
Tumor
-0.3
CPT0077310003
Tumor
-0.3
CPT0079230003
Tumor
-0.3
CPT0078930003
Tumor
-0.4
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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
