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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.
EIF1 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
272.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
894.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
863.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
660.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
621.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
562.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
513.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
493.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
481.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
480.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
478.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
470.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
468.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
467.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
444.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
418.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
399.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
393.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
392.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
388.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
362.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
361.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
349.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
332.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
323.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
320.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
255.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
236.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
235.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
233.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
229.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
207.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
194.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
191.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
187.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
185.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
173.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
171.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
165.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
152.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
147.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
146.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
144.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
136.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
136.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
133.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
132.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
128.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
120.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
120.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
118.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
117.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
111.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
108.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
103.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
96.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
96.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
96.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
79.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
75.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
75.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
70.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
66.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
60.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 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.
EIF1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
255.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
603.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
599.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
578.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
557.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
534.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
513.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
511.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
506.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
503.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
493.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
477.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
470.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
466.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
464.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
460.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
456.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
455.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
448.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
445.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
443.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
441.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
436.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
433.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
427.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
427.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
426.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
421.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
419.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
419.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
418.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
417.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
416.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
416.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
416.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
414.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
410.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
405.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
403.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
401.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
399.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
397.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
397.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
395.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
394.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
394.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
392.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
392.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
391.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
391.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
389.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
389.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
389.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
388.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
385.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
384.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
382.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
381.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
381.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
380.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
380.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
376.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
373.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
373.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
372.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
371.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
369.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
369.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
368.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
368.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
365.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
363.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
362.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
362.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
362.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
362.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
361.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
360.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
360.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
359.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
359.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
358.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
358.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
357.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
357.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
356.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
356.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
356.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
355.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
354.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
353.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
352.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
352.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
351.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
349.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
347.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
347.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
347.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
347.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
346.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
346.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
346.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
346.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
345.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
345.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
345.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
344.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
344.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
344.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
341.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
341.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
341.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
339.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
338.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
337.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
337.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
336.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
336.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
336.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
336.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
335.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
333.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
333.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
333.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
331.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
331.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
331.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
331.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
330.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
330.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
328.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
327.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
327.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
325.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
325.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
325.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
325.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
323.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
323.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
321.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
321.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
320.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
320.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
319.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
319.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
318.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
317.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
317.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
317.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
316.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
316.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
315.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
315.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
315.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
314.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
314.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
314.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
313.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
313.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
312.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
312.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
312.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
312.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
312.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
310.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
309.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
308.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
305.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
304.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
304.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
304.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
304.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
303.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
303.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
302.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
302.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
301.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
301.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
301.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
301.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
300.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
299.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
299.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
298.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
297.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
295.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
295.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
295.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
294.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
293.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
293.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
293.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
292.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
291.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
289.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
289.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
288.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
288.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
287.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
287.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
287.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
286.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
286.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
285.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
285.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
285.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
285.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
284.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
284.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
283.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
283.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
282.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
282.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
282.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
282.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
281.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
280.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
280.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
279.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
279.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
279.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
278.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
278.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
277.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
277.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
277.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
276.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
276.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
275.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
275.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
274.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
273.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
272.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
271.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
270.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
270.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
268.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
268.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
268.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
268.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
266.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
265.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
265.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
264.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
264.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
264.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
264.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
264.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
262.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
262.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
261.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
261.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
260.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
260.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
259.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
259.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
258.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
256.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
255.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
255.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
255.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
255.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
254.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
254.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
254.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
254.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
254.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
252.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
252.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
252.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
251.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
251.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
251.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
251.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
251.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
251.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
251.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
250.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
250.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
250.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
250.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
250.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
249.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
249.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
248.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
248.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
248.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
248.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
247.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
247.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
246.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
246.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
246.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
245.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
245.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
245.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
245.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
244.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
244.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
244.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
241.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
240.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
238.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
238.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
238.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
237.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
237.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
237.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
236.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
235.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
235.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
234.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
233.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
232.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
231.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
229.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
229.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
229.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
228.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
228.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
228.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
228.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
227.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
226.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
226.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
225.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
225.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
223.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
223.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
222.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
222.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
221.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
221.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
221.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
221.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
220.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
220.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
218.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
217.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
217.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
215.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
215.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
214.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
214.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
214.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
213.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
212.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
212.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
211.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
211.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
210.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
209.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
209.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
209.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
208.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
206.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
206.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
203.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
203.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
203.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
201.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
201.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
200.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
200.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
198.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
198.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
197.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
197.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
196.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
195.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
194.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
194.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
193.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
192.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
192.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
191.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
191.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
190.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
190.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
189.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
189.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
188.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
188.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
188.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
187.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
186.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
184.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
184.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
183.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
183.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
182.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
182.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
181.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
181.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
181.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
179.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
179.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
179.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
178.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
178.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
176.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
176.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
175.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
175.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
174.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
172.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
171.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
171.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
169.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
168.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
168.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
168.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
168.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
167.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
166.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
164.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
163.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
162.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
162.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
162.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
161.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
161.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
158.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
158.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
158.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
157.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
156.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
156.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
155.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
154.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
154.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
153.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
153.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
152.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
150.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
149.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
148.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
147.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
147.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
147.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
146.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
146.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
145.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
144.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
141.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
141.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
141.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
140.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
139.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
136.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
136.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
135.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
135.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
133.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
130.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
128.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
126.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
126.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
124.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
123.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
122.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
121.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
120.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
118.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
116.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
116.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
115.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
114.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
113.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
112.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
111.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
109.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
106.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
106.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
103.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
101.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
98.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
97.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
97.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
95.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
95.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
95.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
93.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
93.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
91.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
91.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
90.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
87.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
85.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
85.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
84.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
83.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
79.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
78.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
76.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
74.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
71.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
71.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
71.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
69.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
66.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
62.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
59.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
58.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
52.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
52.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
50.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
50.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
44.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
44.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
43.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
40.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
39.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
34.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
32.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
31.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
27.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
26.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
25.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
22.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
22.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EIF1 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
344.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
551.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
523.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
515.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
509.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
502.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
493.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
492.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
487.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
485.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
482.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
480.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
467.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
451.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
446.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
435.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
433.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
425.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
422.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
421.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
420.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
417.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
414.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
413.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
409.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
409.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
408.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
405.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
405.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
403.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
401.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
396.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
396.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
393.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
390.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
389.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
377.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
372.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
370.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
370.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
370.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
368.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
367.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
361.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
359.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
358.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
357.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
357.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
356.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
355.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
354.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
348.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
342.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
339.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
337.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
337.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
334.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
331.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
331.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
330.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
329.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
329.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
328.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
327.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
323.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
315.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
310.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
304.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
299.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
294.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
292.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
290.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
288.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
287.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
284.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
283.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
282.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
273.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
273.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
271.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
258.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
258.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
252.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
252.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
251.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
245.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
241.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
235.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
229.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
212.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
211.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
208.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
203.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
201.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
199.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
192.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
176.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
169.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
158.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
147.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EIF1 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
261.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
1574.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
1165.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
975.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
845.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
809.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
804.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
705.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
694.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
668.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
645.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
620.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
603.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
601.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
592.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
568.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
567.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
555.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
539.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
538.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
534.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
526.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
519.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
505.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
502.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
491.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
491.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
490.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
486.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
482.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
482.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
478.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
477.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
469.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
465.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
460.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
442.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
440.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
433.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
421.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
420.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
416.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
415.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
413.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
412.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
400.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
398.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
390.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
385.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
384.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
376.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
375.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
370.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
366.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
365.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
364.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
358.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
358.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
357.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
356.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
356.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
356.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
347.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
347.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
337.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
333.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
330.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
329.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
328.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
327.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
326.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
323.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
318.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
315.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
311.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
311.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
307.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
306.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
304.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
304.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
300.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
299.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
299.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
299.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
299.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
298.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
297.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
297.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
296.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
295.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
294.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
294.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
287.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
285.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
283.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
283.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
281.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
280.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
278.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
277.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
275.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
273.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
272.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
270.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
270.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
270.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
267.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
264.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
264.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
264.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
261.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
260.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
259.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
259.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
257.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
256.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
255.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
254.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
254.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
252.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
251.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
248.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
248.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
244.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
243.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
243.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
242.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
242.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
240.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
237.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
237.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
236.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
234.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
233.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
233.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
232.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
231.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
231.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
228.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
227.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
225.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
224.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
223.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
222.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
222.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
222.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
218.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
218.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
217.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
214.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
213.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
213.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
213.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
210.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
206.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
204.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
203.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
202.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
201.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
197.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
197.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
196.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
195.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
195.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
194.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
194.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
193.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
193.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
193.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
192.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
192.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
192.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
188.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
188.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
186.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
186.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
185.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
185.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
184.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
183.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
183.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
182.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
182.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
181.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
180.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
178.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
177.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
176.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
175.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
174.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
173.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
172.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
167.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
166.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
165.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
165.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
165.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
164.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
163.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
163.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
158.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
158.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
157.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
154.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
152.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
152.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
151.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
151.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
148.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
147.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
144.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
144.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
143.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
143.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
143.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
142.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
142.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
140.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
139.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
137.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
137.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
137.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
137.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
137.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
135.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
132.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
129.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
128.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
128.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
127.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
127.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
125.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
125.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
122.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
122.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
121.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
121.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
117.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
116.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
110.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
110.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
110.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
108.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
108.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
108.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
108.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
103.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
103.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
101.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
95.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
94.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
93.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
92.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
88.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
87.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
87.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
84.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
74.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
73.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
70.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
63.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
59.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
58.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
54.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
52.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
51.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
48.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
48.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
46.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
45.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
44.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
43.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
42.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
41.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
40.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
39.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
37.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
33.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
31.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
21.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
21.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
21.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
19.1
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0086950003
Tumor
0.7
CPT0088550004
Tumor
0.7
CPT0002270011
Tumor
0.6
CPT0025050003
Tumor
0.4
CPT0078660003
Tumor
0.4
CPT0010110003
Tumor
0.4
CPT0017410003
Tumor
0.4
CPT0019990003
Tumor
0.3
CPT0002350011
Tumor
0.3
CPT0012180003
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0001260009
Tumor
0.3
CPT0079300001
Normal
0.3
CPT0025880003
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0069160003
Tumor
0.3
CPT0077490003
Tumor
0.2
CPT0014450004
Tumor
0.2
CPT0012090003
Normal
0.2
CPT0066480003
Tumor
0.2
CPT0013790003
Normal
0.2
CPT0011410003
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0079270003
Tumor
0.2
CPT0063640001
Normal
0.2
CPT0014160003
Tumor
0.2
CPT0000780007
Tumor
0.2
CPT0000640003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0081880003
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0017450001
Normal
0.2
CPT0071150004
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0020130001
Normal
0.2
CPT0014370004
Tumor
0.2
CPT0065450001
Normal
0.2
CPT0012770003
Normal
0.1
CPT0025110003
Tumor
0.1
CPT0001180009
Tumor
0.1
CPT0012900004
Tumor
0.1
CPT0001340003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0086370003
Normal
0.1
CPT0009060003
Tumor
0.1
CPT0063630003
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0023350003
Tumor
0.1
CPT0085670003
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0092190003
Normal
0.1
CPT0088970003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0077310003
Tumor
0.1
CPT0089020003
Tumor
0.1
CPT0064370003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0020020001
Normal
0.1
CPT0081620001
Normal
0.1
CPT0063320003
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0001350001
Normal
0.1
CPT0088760003
Tumor
0.1
CPT0088640003
Normal
0.1
CPT0069190001
Normal
0.1
CPT0009080003
Normal
0.1
CPT0010160003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0079510001
Normal
0.1
CPT0089040001
Normal
0.1
CPT0069000003
Tumor
0.1
CPT0079000001
Normal
0.1
CPT0001220008
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0010120001
Normal
0.1
CPT0006900003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0012290003
Normal
0.0
CPT0012640003
Normal
0.0
CPT0076330003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0077320001
Normal
0.0
CPT0007320003
Tumor
0.0
CPT0025350003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0012570003
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0088480003
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0014350001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0012370003
Tumor
0.0
CPT0012080003
Tumor
0.0
CPT0084560003
Tumor
0.0
CPT0001540009
Tumor
0.0
CPT0078840001
Normal
0.0
CPT0012550003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0078530001
Normal
0.0
CPT0078990003
Tumor
0.0
CPT0075560003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0000790001
Normal
0.0
CPT0015910003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0024680001
Normal
0.0
CPT0079380003
Tumor
0.0
CPT0021240003
Tumor
0.0
CPT0079410003
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0006730001
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0026420001
Normal
0.0
CPT0092730003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0077140001
Normal
-0.1
CPT0006630003
Tumor
-0.1
CPT0025580004
Tumor
-0.1
CPT0011240003
Tumor
-0.1
CPT0078670001
Normal
-0.1
CPT0075720003
Tumor
-0.1
CPT0086970003
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0012670003
Tumor
-0.1
CPT0076350001
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0079230003
Tumor
-0.1
CPT0089480003
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0009020003
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0075130003
Tumor
-0.1
CPT0001190001
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0088780001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0023690003
Tumor
-0.1
CPT0006950001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0077110003
Tumor
-0.1
CPT0065930003
Tumor
-0.1
CPT0082010001
Normal
-0.1
CPT0000870016
Tumor
-0.1
CPT0007470001
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0001510001
Normal
-0.2
CPT0086030003
Tumor
-0.2
CPT0006530001
Normal
-0.2
CPT0026410003
Tumor
-0.2
CPT0010170001
Normal
-0.2
CPT0012280003
Tumor
-0.2
CPT0078800003
Tumor
-0.2
CPT0001550001
Normal
-0.2
CPT0066470004
Tumor
-0.2
CPT0086820003
Tumor
-0.2
CPT0086830003
Normal
-0.2
CPT0001500009
Tumor
-0.2
CPT0007870001
Normal
-0.2
CPT0088630003
Tumor
-0.2
CPT0015730003
Tumor
-0.2
CPT0092290003
Tumor
-0.2
CPT0020120003
Tumor
-0.2
CPT0086360003
Tumor
-0.2
CPT0065810003
Tumor
-0.2
CPT0064400001
Normal
-0.2
CPT0065750003
Tumor
-0.2
CPT0065690003
Tumor
-0.2
CPT0089460004
Tumor
-0.3
CPT0088570001
Normal
-0.3
CPT0019160001
Normal
-0.3
CPT0079180003
Tumor
-0.3
CPT0025290003
Tumor
-0.3
CPT0092790003
Tumor
-0.4
CPT0023710001
Normal
-0.4
CPT0065870003
Tumor
-0.4
CPT0025170003
Tumor
-0.4
CPT0078930003
Tumor
-0.4
CPT0078510003
Tumor
-0.4
CPT0007860003
Tumor
-0.6
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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.