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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.
EIF4B 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
211.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
681.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
624.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
537.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
516.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
472.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
410.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
399.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
369.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
355.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
353.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
351.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
346.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
323.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
307.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
306.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
293.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
278.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
270.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
265.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
247.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
238.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
234.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
226.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
221.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
221.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
216.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
198.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
197.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
190.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
188.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
184.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
182.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
179.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
164.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
154.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
149.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
143.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
141.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
131.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
131.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
128.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
117.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
114.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
113.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
109.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
107.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
103.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
98.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
97.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
94.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
93.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
85.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
85.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
84.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
80.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
77.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
76.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
73.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
69.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
66.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
65.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
64.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
62.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 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.
EIF4B is validated 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
254.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
713.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
706.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
683.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
664.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
654.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
640.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
614.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
598.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
572.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
551.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
545.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
536.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
531.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
529.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
516.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
504.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
503.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
499.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
493.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
493.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
492.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
491.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
491.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
489.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
489.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
483.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
481.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
477.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
476.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
475.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
474.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
474.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
469.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
469.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
469.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
467.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
467.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
466.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
465.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
454.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
454.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
449.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
447.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
446.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
445.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
444.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
442.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
441.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
439.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
435.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
434.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
432.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
432.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
432.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
430.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
428.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
427.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
426.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
425.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
424.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
424.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
421.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
412.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
411.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
410.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
409.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
409.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
409.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
408.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
408.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
408.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
406.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
404.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
403.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
401.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
399.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
399.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
399.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
397.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
391.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
391.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
390.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
390.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
388.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
385.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
382.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
382.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
380.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
379.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
379.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
379.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
379.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
379.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
378.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
377.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
376.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
376.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
375.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
374.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
371.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
370.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
369.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
368.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
368.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
368.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
366.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
366.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
365.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
363.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
363.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
362.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
361.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
360.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
360.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
360.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
359.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
358.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
357.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
356.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
354.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
352.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
352.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
352.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
350.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
349.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
348.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
345.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
344.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
344.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
341.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
341.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
340.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
340.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
339.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
338.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
337.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
337.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
336.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
336.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
334.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
331.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
331.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
331.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
330.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
330.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
329.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
328.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
326.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
324.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
323.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
322.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
322.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
319.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
317.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
317.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
316.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
315.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
315.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
315.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
315.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
315.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
314.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
314.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
314.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
313.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
313.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
312.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
312.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
312.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
312.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
311.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
311.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
310.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
310.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
309.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
307.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
307.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
307.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
305.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
305.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
304.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
303.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
302.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
301.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
300.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
300.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
300.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
299.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
298.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
295.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
293.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
292.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
292.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
291.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
291.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
291.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
291.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
289.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
288.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
287.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
286.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
286.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
286.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
285.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
284.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
284.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
283.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
283.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
283.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
283.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
282.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
282.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
279.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
279.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
278.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
276.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
276.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
276.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
276.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
274.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
274.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
273.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
273.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
273.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
270.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
270.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
270.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
269.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
268.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
267.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
267.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
266.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
266.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
265.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
264.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
264.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
261.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
261.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
260.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
259.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
259.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
257.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
256.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
256.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
256.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
250.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
250.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
249.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
249.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
248.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
245.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
244.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
244.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
243.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
243.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
242.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
241.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
241.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
241.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
241.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
240.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
240.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
240.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
237.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
237.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
237.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
234.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
233.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
233.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
233.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
232.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
231.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
229.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
229.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
229.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
229.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
228.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
228.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
227.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
227.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
227.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
226.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
226.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
225.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
225.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
224.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
224.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
224.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
223.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
223.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
223.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
222.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
222.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
221.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
220.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
218.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
218.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
216.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
215.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
214.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
212.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
210.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
210.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
209.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
208.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
207.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
205.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
203.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
203.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
202.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
201.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
201.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
199.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
199.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
199.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
198.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
197.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
197.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
197.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
195.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
195.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
192.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
190.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
190.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
189.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
189.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
189.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
189.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
188.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
187.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
187.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
184.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
183.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
182.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
182.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
182.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
182.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
181.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
180.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
180.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
179.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
179.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
177.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
177.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
176.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
175.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
175.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
173.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
173.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
173.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
172.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
172.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
170.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
170.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
170.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
169.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
169.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
169.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
168.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
167.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
167.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
166.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
165.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
165.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
165.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
165.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
164.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
163.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
163.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
163.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
163.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
162.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
162.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
162.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
162.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
161.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
161.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
160.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
160.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
158.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
157.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
157.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
157.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
156.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
155.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
153.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
153.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
152.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
151.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
151.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
150.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
148.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
148.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
148.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
146.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
145.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
145.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
144.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
143.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
143.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
143.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
143.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
142.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
140.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
139.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
139.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
137.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
137.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
136.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
136.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
136.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
136.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
134.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
134.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
134.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
131.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
130.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
129.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
127.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
127.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
126.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
126.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
125.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
125.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
125.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
125.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
124.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
124.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
124.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
120.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
119.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
119.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
119.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
117.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
117.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
116.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
115.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
115.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
115.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
112.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
112.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
112.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
111.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
111.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
111.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
111.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
110.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
109.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
108.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
107.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
107.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
107.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
107.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
107.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
107.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
107.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
105.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
105.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
103.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
103.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
102.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
101.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
100.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
99.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
99.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
98.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
98.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
98.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
97.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
94.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
94.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
93.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
93.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
93.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
93.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
92.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
92.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
92.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
92.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
89.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
88.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
88.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
88.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
85.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
83.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
74.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
73.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
70.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
69.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
69.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
68.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
68.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
67.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
67.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
67.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
66.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
66.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
65.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
65.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
63.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
63.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
63.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
60.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
59.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
58.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
57.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
56.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
53.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
51.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
50.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
48.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
48.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
46.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
46.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
43.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
42.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
41.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
38.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
33.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
32.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 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.
EIF4B is validated prognostic, high expression is favorable 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
296.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
644.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
540.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
539.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
501.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
492.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
467.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
458.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
454.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
435.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
431.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
429.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
424.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
424.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
410.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
404.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
403.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
398.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
394.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
393.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
385.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
378.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
375.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
375.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
369.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
366.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
362.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
359.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
355.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
345.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
342.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
341.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
338.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
337.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
335.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
335.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
334.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
330.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
323.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
323.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
318.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
316.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
313.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
312.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
311.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
310.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
310.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
308.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
304.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
302.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
297.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
296.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
295.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
293.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
290.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
285.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
284.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
282.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
279.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
265.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
265.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
253.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
253.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
251.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
249.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
246.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
244.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
244.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
243.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
240.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
237.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
234.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
231.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
228.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
225.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
221.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
221.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
220.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
219.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
212.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
206.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
201.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
198.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
197.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
189.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
184.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
182.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
177.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
171.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
169.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
167.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
155.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
143.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
142.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
141.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
133.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
130.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
122.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
115.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
92.6
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.
EIF4B 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
156.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
642.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
602.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
588.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
499.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
446.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
428.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
425.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
404.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
388.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
366.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
364.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
354.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
344.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
331.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
331.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
317.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
314.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
313.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
311.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
310.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
308.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
298.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
296.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
295.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
293.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
290.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
287.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
287.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
282.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
280.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
277.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
273.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
264.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
256.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
256.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
253.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
249.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
249.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
248.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
244.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
241.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
240.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
240.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
237.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
236.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
234.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
234.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
232.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
230.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
229.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
228.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
228.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
227.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
225.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
222.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
215.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
214.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
214.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
213.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
211.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
209.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
209.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
205.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
205.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
204.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
204.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
202.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
193.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
193.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
192.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
191.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
190.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
188.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
186.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
186.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
186.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
186.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
182.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
181.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
180.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
180.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
178.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
178.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
177.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
176.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
176.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
176.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
176.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
174.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
174.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
172.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
171.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
170.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
169.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
169.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
168.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
167.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
166.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
166.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
165.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
164.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
163.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
163.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
163.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
160.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
160.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
158.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
158.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
157.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
157.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
157.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
157.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
156.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
155.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
153.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
152.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
152.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
151.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
150.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
149.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
148.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
148.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
147.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
145.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
145.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
145.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
145.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
143.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
143.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
143.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
142.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
142.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
141.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
141.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
139.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
138.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
137.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
137.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
136.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
135.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
135.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
135.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
134.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
134.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
134.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
134.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
130.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
130.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
129.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
129.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
127.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
125.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
125.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
124.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
123.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
123.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
122.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
122.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
122.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
121.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
120.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
120.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
120.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
120.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
120.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
119.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
118.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
118.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
118.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
117.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
117.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
117.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
116.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
115.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
115.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
115.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
115.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
115.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
114.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
114.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
113.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
113.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
112.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
110.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
108.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
106.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
104.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
104.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
103.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
103.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
102.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
102.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
101.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
101.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
100.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
100.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
98.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
97.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
96.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
96.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
96.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
94.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
93.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
93.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
92.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
90.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
89.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
89.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
88.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
88.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
88.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
87.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
87.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
86.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
85.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
84.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
84.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
83.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
80.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
80.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
79.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
79.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
78.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
77.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
77.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
77.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
75.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
75.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
74.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
74.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
74.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
74.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
74.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
72.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
72.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
72.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
71.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
71.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
70.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
69.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
68.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
67.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
67.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
66.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
65.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
64.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
64.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
63.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
62.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
62.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
61.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
61.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
61.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
61.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
60.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
60.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
59.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
58.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
55.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
55.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
54.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
54.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
54.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
51.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
51.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
51.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
50.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
50.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
50.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
49.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
48.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
48.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
45.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
45.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
44.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
43.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
42.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
36.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
35.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
35.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
35.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
28.1
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001180009
Tumor
0.9
CPT0001340003
Tumor
0.8
CPT0012180003
Tumor
0.6
CPT0088550004
Tumor
0.5
CPT0078660003
Tumor
0.5
CPT0079410003
Tumor
0.5
CPT0012550003
Tumor
0.5
CPT0079180003
Tumor
0.5
CPT0014450004
Tumor
0.5
CPT0086820003
Tumor
0.4
CPT0002270011
Tumor
0.4
CPT0014470001
Normal
0.3
CPT0092190003
Normal
0.3
CPT0092740003
Normal
0.3
CPT0086890003
Normal
0.3
CPT0081880003
Tumor
0.2
CPT0001350001
Normal
0.2
CPT0076350001
Normal
0.2
CPT0078840001
Normal
0.2
CPT0023710001
Normal
0.2
CPT0071150004
Tumor
0.2
CPT0001230001
Normal
0.2
CPT0089480003
Normal
0.2
CPT0006950001
Normal
0.2
CPT0025610001
Normal
0.2
CPT0010120001
Normal
0.2
CPT0001270001
Normal
0.2
CPT0020130001
Normal
0.2
CPT0006440003
Tumor
0.2
CPT0086370003
Normal
0.2
CPT0079510001
Normal
0.2
CPT0079300001
Normal
0.2
CPT0010110003
Tumor
0.2
CPT0088970003
Tumor
0.1
CPT0081620001
Normal
0.1
CPT0000790001
Normal
0.1
CPT0088920001
Normal
0.1
CPT0014350001
Normal
0.1
CPT0026410003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0087050003
Normal
0.1
CPT0078940001
Normal
0.1
CPT0086870003
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0023350003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0079430001
Normal
0.1
CPT0010160003
Tumor
0.1
CPT0086830003
Normal
0.1
CPT0065450001
Normal
0.1
CPT0088780001
Normal
0.1
CPT0079000001
Normal
0.1
CPT0007470001
Normal
0.1
CPT0007870001
Normal
0.1
CPT0006730001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0078530001
Normal
0.1
CPT0084560003
Tumor
0.1
CPT0092800003
Normal
0.1
CPT0063630003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0025060001
Normal
0.1
CPT0078670001
Normal
0.1
CPT0086970003
Normal
0.1
CPT0088570001
Normal
0.1
CPT0023360001
Normal
0.1
CPT0077500001
Normal
0.1
CPT0088640003
Normal
0.1
CPT0075570001
Normal
0.1
CPT0089460004
Tumor
0.1
CPT0066430001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0001550001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0084590001
Normal
0.1
CPT0064400001
Normal
0.1
CPT0001540009
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0077140001
Normal
0.1
CPT0089040001
Normal
0.1
CPT0017850003
Tumor
0.1
CPT0063640001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0077320001
Normal
0.1
CPT0065870003
Tumor
0.0
CPT0017410003
Tumor
0.0
CPT0078830003
Tumor
0.0
CPT0007320003
Tumor
0.0
CPT0088480003
Tumor
0.0
CPT0026420001
Normal
0.0
CPT0024680001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0088900003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0014130001
Normal
0.0
CPT0078800003
Tumor
0.0
CPT0092310003
Normal
0.0
CPT0001190001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0010170001
Normal
0.0
CPT0085670003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0065430003
Tumor
0.0
CPT0086360003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0001260009
Tumor
0.0
CPT0088710001
Normal
0.0
CPT0006630003
Tumor
0.0
CPT0077490003
Tumor
0.0
CPT0009060003
Tumor
0.0
CPT0076330003
Tumor
0.0
CPT0012370003
Tumor
0.0
CPT0065930003
Tumor
0.0
CPT0079480003
Tumor
0.0
CPT0025050003
Tumor
0.0
CPT0000780007
Tumor
0.0
CPT0015810003
Tumor
-0.1
CPT0012640003
Normal
-0.1
CPT0075720003
Tumor
-0.1
CPT0078990003
Tumor
-0.1
CPT0088630003
Tumor
-0.1
CPT0012770003
Normal
-0.1
CPT0065810003
Tumor
-0.1
CPT0025580004
Tumor
-0.1
CPT0079380003
Tumor
-0.1
CPT0092290003
Tumor
-0.1
CPT0069160003
Tumor
-0.1
CPT0012090003
Normal
-0.1
CPT0087040003
Tumor
-0.1
CPT0007860003
Tumor
-0.1
CPT0017450001
Normal
-0.1
CPT0064370003
Tumor
-0.1
CPT0063320003
Tumor
-0.1
CPT0015730003
Tumor
-0.1
CPT0025290003
Tumor
-0.1
CPT0009080003
Normal
-0.1
CPT0002350011
Tumor
-0.1
CPT0088500001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0077310003
Tumor
-0.1
CPT0025880003
Tumor
-0.1
CPT0001500009
Tumor
-0.1
CPT0081600003
Tumor
-0.1
CPT0011410003
Tumor
-0.1
CPT0018250001
Normal
-0.1
CPT0019130003
Tumor
-0.1
CPT0092730003
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0092790003
Tumor
-0.1
CPT0013790003
Normal
-0.1
CPT0075130003
Tumor
-0.1
CPT0082010001
Normal
-0.1
CPT0069190001
Normal
-0.1
CPT0079270003
Tumor
-0.1
CPT0025350003
Tumor
-0.1
CPT0025110003
Tumor
-0.1
CPT0024670003
Tumor
-0.2
CPT0081990003
Tumor
-0.2
CPT0078930003
Tumor
-0.2
CPT0009020003
Normal
-0.2
CPT0025170003
Tumor
-0.2
CPT0020120003
Tumor
-0.2
CPT0088760003
Tumor
-0.2
CPT0000640003
Tumor
-0.2
CPT0014160003
Tumor
-0.2
CPT0069010001
Normal
-0.2
CPT0089020003
Tumor
-0.2
CPT0066480003
Tumor
-0.2
CPT0065750003
Tumor
-0.2
CPT0009000003
Tumor
-0.2
CPT0019990003
Tumor
-0.2
CPT0079230003
Tumor
-0.2
CPT0065690003
Tumor
-0.2
CPT0012080003
Tumor
-0.2
CPT0012570003
Normal
-0.2
CPT0012670003
Tumor
-0.3
CPT0012280003
Tumor
-0.3
CPT0078510003
Tumor
-0.3
CPT0086950003
Tumor
-0.3
CPT0025230003
Tumor
-0.3
CPT0012900004
Tumor
-0.3
CPT0075560003
Tumor
-0.3
CPT0066470004
Tumor
-0.3
CPT0006900003
Tumor
-0.3
CPT0023690003
Tumor
-0.3
CPT0012920003
Normal
-0.3
CPT0086030003
Tumor
-0.3
CPT0015910003
Tumor
-0.4
CPT0021240003
Tumor
-0.4
CPT0011240003
Tumor
-0.4
CPT0069000003
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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
