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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.
DYNLRB1 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
296.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
506.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
439.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
424.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
423.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
422.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
416.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
406.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
396.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
389.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
384.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
381.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
381.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
376.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
370.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
363.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
360.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
359.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
352.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
351.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
350.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
346.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
341.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
333.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
332.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
323.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
322.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
322.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
317.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
308.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
300.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
300.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
298.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
296.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
288.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
280.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
279.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
278.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
278.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
274.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
273.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
259.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
257.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
256.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
254.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
252.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
250.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
248.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
245.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
245.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
244.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
226.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
222.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
207.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
201.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
201.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
188.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
185.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
183.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
179.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
175.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
153.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
151.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
122.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 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.
DYNLRB1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
270.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
805.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
680.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
618.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
598.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
549.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
529.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
522.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
513.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
513.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
503.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
502.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
477.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
474.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
470.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
469.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
467.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
460.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
459.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
456.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
439.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
439.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
430.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
428.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
427.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
416.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
414.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
409.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
405.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
403.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
401.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
398.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
398.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
398.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
396.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
391.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
390.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
388.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
382.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
381.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
381.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
379.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
378.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
376.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
373.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
370.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
369.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
369.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
368.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
367.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
367.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
366.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
365.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
365.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
365.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
361.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
359.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
358.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
357.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
357.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
356.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
356.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
355.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
354.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
354.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
354.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
352.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
352.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
351.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
349.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
347.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
347.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
347.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
346.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
345.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
344.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
344.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
344.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
343.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
342.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
341.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
340.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
340.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
339.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
337.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
337.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
336.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
335.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
335.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
333.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
332.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
331.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
329.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
329.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
329.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
329.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
329.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
325.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
325.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
325.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
324.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
324.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
324.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
323.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
323.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
322.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
322.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
321.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
321.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
320.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
320.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
319.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
319.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
318.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
317.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
317.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
316.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
315.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
315.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
313.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
313.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
313.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
312.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
310.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
310.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
309.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
309.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
309.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
307.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
307.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
307.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
306.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
305.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
305.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
305.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
304.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
304.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
303.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
303.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
302.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
302.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
302.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
302.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
301.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
301.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
301.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
301.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
300.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
298.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
298.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
297.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
297.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
296.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
296.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
296.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
296.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
295.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
294.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
293.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
293.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
293.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
292.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
292.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
292.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
292.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
291.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
290.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
289.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
289.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
289.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
288.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
287.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
287.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
287.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
286.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
286.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
286.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
285.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
284.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
284.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
284.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
284.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
283.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
283.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
283.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
283.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
282.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
282.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
281.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
281.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
280.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
280.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
280.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
278.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
278.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
278.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
278.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
277.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
277.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
277.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
277.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
276.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
276.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
276.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
275.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
275.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
274.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
274.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
274.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
273.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
272.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
272.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
272.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
272.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
271.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
271.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
271.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
270.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
270.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
269.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
269.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
269.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
268.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
268.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
268.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
267.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
267.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
267.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
266.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
266.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
266.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
266.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
265.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
265.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
265.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
264.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
263.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
263.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
262.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
262.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
262.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
261.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
261.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
261.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
261.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
261.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
260.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
259.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
259.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
258.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
258.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
258.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
258.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
257.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
257.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
257.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
256.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
256.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
256.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
256.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
256.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
255.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
255.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
255.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
255.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
255.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
254.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
254.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
253.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
253.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
253.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
253.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
253.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
253.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
253.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
253.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
252.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
252.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
252.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
251.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
251.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
251.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
250.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
250.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
250.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
250.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
250.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
249.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
249.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
249.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
249.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
249.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
248.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
248.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
248.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
248.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
248.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
247.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
247.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
247.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
246.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
245.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
245.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
245.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
245.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
245.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
244.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
244.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
244.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
243.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
243.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
243.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
243.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
243.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
242.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
242.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
241.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
241.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
241.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
241.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
240.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
239.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
239.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
239.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
238.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
238.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
237.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
237.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
236.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
236.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
236.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
236.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
235.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
235.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
235.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
234.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
234.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
234.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
234.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
234.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
233.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
232.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
232.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
232.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
231.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
231.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
231.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
230.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
230.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
230.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
230.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
230.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
229.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
229.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
229.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
229.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
229.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
229.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
229.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
228.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
228.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
227.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
226.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
226.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
226.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
226.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
226.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
225.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
225.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
225.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
225.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
225.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
225.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
224.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
224.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
224.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
223.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
223.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
223.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
222.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
222.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
222.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
221.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
221.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
221.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
221.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
221.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
221.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
221.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
220.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
220.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
219.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
219.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
219.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
219.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
218.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
218.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
217.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
217.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
217.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
216.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
216.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
216.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
216.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
216.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
216.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
215.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
215.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
215.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
214.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
212.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
212.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
212.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
212.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
211.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
211.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
211.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
211.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
210.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
210.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
210.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
209.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
208.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
208.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
208.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
207.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
207.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
206.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
206.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
206.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
206.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
206.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
205.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
205.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
204.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
204.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
204.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
203.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
203.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
203.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
202.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
202.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
202.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
201.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
201.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
201.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
201.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
200.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
199.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
199.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
199.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
198.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
198.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
197.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
197.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
197.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
196.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
196.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
195.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
194.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
193.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
192.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
191.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
191.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
191.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
190.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
190.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
190.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
189.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
189.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
189.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
189.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
188.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
186.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
186.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
186.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
186.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
185.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
184.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
182.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
181.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
180.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
180.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
180.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
178.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
178.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
176.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
176.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
175.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
175.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
174.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
173.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
172.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
171.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
171.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
170.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
165.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
164.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
163.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
162.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
158.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
156.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
155.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
155.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
153.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
152.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
151.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
150.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
149.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
149.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
145.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
145.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
140.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
136.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
136.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
128.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
125.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
105.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
89.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
88.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
52.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 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.
DYNLRB1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
211.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
450.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
382.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
367.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
312.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
306.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
304.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
304.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
300.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
296.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
284.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
282.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
272.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
268.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
264.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
262.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
260.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
256.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
253.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
252.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
248.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
247.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
247.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
245.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
245.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
244.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
243.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
241.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
239.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
237.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
236.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
236.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
234.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
233.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
226.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
225.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
225.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
222.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
219.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
217.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
217.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
216.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
214.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
213.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
211.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
211.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
209.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
209.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
206.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
206.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
205.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
202.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
201.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
198.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
196.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
195.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
195.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
194.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
193.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
191.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
189.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
188.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
188.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
185.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
185.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
185.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
184.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
181.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
180.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
179.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
179.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
178.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
177.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
176.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
171.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
171.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
170.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
166.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
166.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
164.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
164.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
161.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
160.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
160.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
159.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
155.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
154.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
154.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
153.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
153.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
151.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
147.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
144.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
141.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
137.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
137.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
135.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
128.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
126.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
123.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 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.
DYNLRB1 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
364.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
993.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
913.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
745.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
720.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
715.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
710.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
699.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
696.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
694.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
679.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
671.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
669.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
663.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
634.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
633.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
633.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
632.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
610.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
608.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
596.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
591.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
587.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
584.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
583.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
579.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
575.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
567.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
551.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
548.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
544.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
544.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
537.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
528.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
525.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
524.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
523.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
519.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
518.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
515.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
513.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
511.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
509.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
508.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
507.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
507.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
504.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
499.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
498.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
493.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
479.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
472.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
472.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
471.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
469.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
469.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
468.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
465.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
458.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
453.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
450.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
449.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
447.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
441.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
440.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
440.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
437.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
434.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
434.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
433.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
430.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
428.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
427.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
425.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
424.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
423.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
422.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
421.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
420.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
416.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
414.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
412.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
411.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
409.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
407.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
406.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
406.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
404.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
399.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
397.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
391.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
386.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
380.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
380.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
377.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
377.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
376.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
376.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
375.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
375.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
374.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
373.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
373.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
372.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
372.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
372.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
372.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
372.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
371.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
370.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
370.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
369.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
368.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
368.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
368.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
363.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
362.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
360.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
359.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
357.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
355.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
354.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
353.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
353.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
352.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
352.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
351.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
350.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
348.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
347.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
346.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
345.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
345.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
344.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
344.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
343.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
340.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
339.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
339.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
338.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
335.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
334.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
333.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
333.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
332.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
331.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
330.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
330.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
328.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
328.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
327.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
327.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
325.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
322.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
320.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
320.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
320.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
318.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
318.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
317.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
317.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
316.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
316.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
315.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
314.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
312.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
312.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
311.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
311.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
311.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
309.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
309.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
309.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
306.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
305.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
304.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
303.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
301.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
300.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
298.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
297.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
296.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
292.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
292.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
292.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
292.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
290.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
290.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
290.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
288.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
288.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
287.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
286.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
286.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
286.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
285.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
285.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
281.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
281.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
280.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
278.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
277.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
276.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
276.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
275.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
275.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
274.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
273.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
271.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
269.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
268.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
268.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
268.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
268.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
267.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
267.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
266.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
264.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
264.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
264.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
262.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
262.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
262.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
260.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
260.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
258.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
257.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
256.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
255.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
255.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
255.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
254.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
254.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
251.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
250.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
249.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
248.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
247.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
243.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
242.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
242.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
241.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
239.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
239.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
238.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
237.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
236.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
236.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
233.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
233.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
232.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
232.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
232.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
231.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
230.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
230.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
227.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
226.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
222.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
218.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
217.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
216.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
214.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
209.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
208.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
204.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
203.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
201.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
198.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
197.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
197.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
197.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
192.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
182.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
173.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
165.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
162.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
161.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
159.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
144.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
142.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
132.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
73.2
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0011240003
Tumor
0.6
CPT0078510003
Tumor
0.6
CPT0012900004
Tumor
0.6
CPT0086950003
Tumor
0.6
CPT0017410003
Tumor
0.5
CPT0078660003
Tumor
0.5
CPT0076330003
Tumor
0.4
CPT0006630003
Tumor
0.4
CPT0001340003
Tumor
0.4
CPT0077310003
Tumor
0.4
CPT0079180003
Tumor
0.4
CPT0066480003
Tumor
0.4
CPT0007860003
Tumor
0.4
CPT0012550003
Tumor
0.4
CPT0021240003
Tumor
0.4
CPT0002270011
Tumor
0.4
CPT0063320003
Tumor
0.4
CPT0089460004
Tumor
0.4
CPT0001500009
Tumor
0.4
CPT0079270003
Tumor
0.4
CPT0084560003
Tumor
0.3
CPT0006440003
Tumor
0.3
CPT0010120001
Normal
0.3
CPT0069000003
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0024680001
Normal
0.3
CPT0066470004
Tumor
0.3
CPT0081990003
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0009080003
Normal
0.2
CPT0007320003
Tumor
0.2
CPT0077490003
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0017450001
Normal
0.2
CPT0012920003
Normal
0.2
CPT0063640001
Normal
0.2
CPT0088970003
Tumor
0.2
CPT0078530001
Normal
0.2
CPT0000780007
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0006900003
Tumor
0.2
CPT0092790003
Tumor
0.2
CPT0088550004
Tumor
0.2
CPT0025610001
Normal
0.2
CPT0009020003
Normal
0.2
CPT0012570003
Normal
0.2
CPT0025350003
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0020130001
Normal
0.2
CPT0025880003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0081880003
Tumor
0.1
CPT0065870003
Tumor
0.1
CPT0014450004
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0079510001
Normal
0.1
CPT0075170001
Normal
0.1
CPT0011410003
Tumor
0.1
CPT0025290003
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0012670003
Tumor
0.1
CPT0025060001
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0012770003
Normal
0.1
CPT0084590001
Normal
0.1
CPT0001270001
Normal
0.1
CPT0012180003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0087040003
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0075560003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0025110003
Tumor
0.1
CPT0000890001
Normal
0.1
CPT0089020003
Tumor
0.1
CPT0077140001
Normal
0.1
CPT0081620001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0023690003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0076350001
Normal
0.1
CPT0075130003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0000640003
Tumor
0.1
CPT0001260009
Tumor
0.1
CPT0079000001
Normal
0.1
CPT0078990003
Tumor
0.1
CPT0088920001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0077500001
Normal
0.1
CPT0079430001
Normal
0.1
CPT0002350011
Tumor
0.1
CPT0014350001
Normal
0.0
CPT0082010001
Normal
0.0
CPT0066430001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0014160003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0010160003
Tumor
0.0
CPT0001350001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0075720003
Tumor
0.0
CPT0006950001
Normal
0.0
CPT0001540009
Tumor
0.0
CPT0078840001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0015730003
Tumor
0.0
CPT0092190003
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0023710001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0007870001
Normal
0.0
CPT0063630003
Tumor
0.0
CPT0017850003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0065690003
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0078940001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0092730003
Tumor
0.0
CPT0088630003
Tumor
0.0
CPT0001230001
Normal
0.0
CPT0077320001
Normal
0.0
CPT0020120003
Tumor
0.0
CPT0014130001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0065450001
Normal
0.0
CPT0012640003
Normal
0.0
CPT0088780001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0026420001
Normal
0.0
CPT0026410003
Tumor
0.0
CPT0092310003
Normal
0.0
CPT0012090003
Normal
0.0
CPT0086370003
Normal
0.0
CPT0025920001
Normal
0.0
CPT0023350003
Tumor
0.0
CPT0088710001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0092290003
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0025050003
Tumor
0.0
CPT0086030003
Tumor
0.0
CPT0086360003
Tumor
0.0
CPT0088690003
Tumor
-0.1
CPT0092740003
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0065750003
Tumor
-0.1
CPT0079300001
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0085670003
Tumor
-0.1
CPT0092800003
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0086820003
Tumor
-0.1
CPT0079380003
Tumor
-0.1
CPT0087050003
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0001180009
Tumor
-0.1
CPT0015810003
Tumor
-0.1
CPT0001510001
Normal
-0.1
CPT0088480003
Tumor
-0.1
CPT0012290003
Normal
-0.1
CPT0078800003
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0086830003
Normal
-0.2
CPT0077110003
Tumor
-0.2
CPT0025230003
Tumor
-0.2
CPT0065820001
Normal
-0.2
CPT0079410003
Tumor
-0.2
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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
