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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.
DYNLL1 is potential prognostic, high expression is unfavorable in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
252.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
585.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
462.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
450.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
443.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
397.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
372.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
367.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
358.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
355.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
350.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
333.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
328.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
327.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
326.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
324.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
321.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
312.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
308.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
304.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
301.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
297.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
289.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
287.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
279.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
273.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
269.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
257.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
254.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
253.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
250.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
246.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
246.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
228.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
226.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
225.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
223.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
222.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
220.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
217.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
213.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
206.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
204.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
196.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
192.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
191.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
188.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
188.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
181.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
177.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
176.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
165.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
163.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
159.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
158.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
152.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
148.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
141.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
141.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
127.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
125.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
125.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
123.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
97.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 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.
DYNLL1 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
359.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
657.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
643.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
631.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
614.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
601.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
594.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
581.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
575.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
572.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
571.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
569.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
568.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
564.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
559.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
555.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
553.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
549.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
539.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
538.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
533.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
533.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
532.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
532.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
531.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
526.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
523.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
519.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
519.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
519.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
513.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
510.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
506.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
499.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
498.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
497.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
495.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
490.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
490.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
490.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
490.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
488.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
488.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
488.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
487.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
487.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
485.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
485.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
482.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
479.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
478.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
477.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
475.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
475.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
472.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
471.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
471.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
469.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
469.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
469.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
468.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
467.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
466.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
464.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
463.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
462.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
459.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
458.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
457.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
456.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
455.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
455.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
455.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
454.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
454.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
454.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
453.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
453.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
452.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
451.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
451.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
450.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
449.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
448.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
448.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
448.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
446.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
445.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
445.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
444.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
444.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
443.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
443.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
442.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
442.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
442.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
441.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
439.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
439.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
439.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
439.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
439.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
437.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
437.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
436.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
436.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
436.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
436.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
436.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
435.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
435.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
435.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
435.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
432.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
431.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
431.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
430.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
429.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
428.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
428.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
428.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
428.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
427.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
427.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
427.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
427.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
426.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
426.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
425.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
423.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
421.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
420.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
419.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
419.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
417.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
417.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
417.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
416.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
416.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
415.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
414.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
413.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
413.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
413.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
412.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
412.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
412.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
409.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
409.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
408.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
407.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
407.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
407.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
406.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
405.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
405.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
405.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
404.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
404.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
403.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
402.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
402.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
402.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
402.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
401.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
401.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
400.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
400.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
400.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
400.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
400.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
399.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
398.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
398.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
397.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
397.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
397.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
397.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
396.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
394.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
394.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
392.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
391.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
391.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
390.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
389.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
389.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
387.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
386.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
386.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
386.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
385.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
385.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
384.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
384.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
384.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
383.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
382.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
382.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
381.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
380.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
380.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
379.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
379.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
379.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
379.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
379.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
376.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
376.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
376.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
376.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
375.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
374.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
374.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
374.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
373.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
373.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
373.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
372.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
371.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
371.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
371.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
371.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
371.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
370.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
369.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
369.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
369.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
368.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
368.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
367.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
366.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
365.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
365.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
365.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
364.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
364.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
364.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
363.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
363.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
363.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
363.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
363.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
362.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
362.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
361.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
361.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
361.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
360.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
360.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
359.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
358.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
358.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
358.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
358.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
358.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
357.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
357.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
356.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
355.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
354.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
353.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
353.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
353.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
353.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
353.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
352.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
352.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
352.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
352.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
351.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
350.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
350.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
349.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
348.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
348.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
348.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
348.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
347.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
346.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
346.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
345.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
343.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
343.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
343.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
343.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
342.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
341.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
341.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
340.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
340.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
340.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
339.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
339.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
339.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
339.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
339.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
339.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
339.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
337.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
337.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
337.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
336.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
335.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
335.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
335.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
335.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
334.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
334.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
334.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
334.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
334.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
334.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
334.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
332.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
332.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
331.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
331.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
331.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
331.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
330.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
330.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
330.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
327.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
327.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
326.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
325.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
325.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
325.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
325.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
325.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
324.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
324.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
324.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
323.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
323.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
322.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
322.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
321.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
321.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
321.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
320.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
320.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
320.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
320.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
320.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
319.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
319.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
318.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
318.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
318.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
318.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
317.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
317.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
316.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
316.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
316.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
316.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
315.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
314.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
313.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
313.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
313.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
313.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
312.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
311.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
311.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
310.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
310.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
310.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
309.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
309.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
309.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
308.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
308.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
307.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
306.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
306.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
305.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
305.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
305.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
305.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
304.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
303.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
303.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
302.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
302.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
301.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
301.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
301.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
300.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
300.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
299.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
299.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
298.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
298.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
298.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
298.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
297.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
296.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
295.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
292.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
292.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
291.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
290.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
289.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
289.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
289.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
288.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
288.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
288.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
287.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
286.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
286.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
286.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
286.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
286.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
284.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
283.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
281.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
280.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
280.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
278.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
278.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
278.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
277.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
277.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
277.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
276.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
275.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
275.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
272.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
272.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
272.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
272.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
272.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
270.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
270.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
269.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
268.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
267.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
266.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
266.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
264.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
264.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
262.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
260.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
260.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
260.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
259.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
258.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
258.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
258.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
256.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
256.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
255.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
255.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
255.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
253.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
251.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
250.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
249.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
249.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
248.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
247.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
244.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
244.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
243.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
242.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
242.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
242.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
241.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
240.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
239.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
238.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
237.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
236.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
235.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
235.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
235.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
233.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
232.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
232.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
231.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
230.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
230.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
229.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
227.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
222.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
222.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
222.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
219.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
219.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
218.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
217.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
216.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
216.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
213.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
211.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
210.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
202.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
196.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
194.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
194.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
193.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
192.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
191.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
186.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
185.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
185.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
184.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
180.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
172.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
166.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
165.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
159.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
156.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
152.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
139.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
130.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
126.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DYNLL1 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
370.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
840.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
627.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
559.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
507.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
505.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
500.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
484.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
482.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
473.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
471.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
466.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
464.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
460.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
456.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
451.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
449.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
444.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
427.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
426.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
424.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
422.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
421.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
418.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
417.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
416.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
414.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
412.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
411.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
408.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
408.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
407.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
407.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
403.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
403.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
402.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
400.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
395.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
394.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
391.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
381.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
381.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
379.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
378.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
375.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
373.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
372.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
370.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
368.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
364.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
363.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
362.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
362.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
359.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
358.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
357.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
354.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
345.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
343.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
341.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
340.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
337.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
334.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
334.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
332.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
329.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
329.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
328.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
326.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
326.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
324.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
323.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
322.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
318.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
318.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
317.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
311.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
306.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
304.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
301.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
300.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
300.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
298.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
295.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
295.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
293.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
292.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
285.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
281.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
274.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
272.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
272.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
272.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
269.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
262.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
257.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
255.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
250.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
245.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
198.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DYNLL1 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
324.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
687.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
672.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
643.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
628.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
605.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
601.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
570.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
560.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
558.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
553.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
549.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
545.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
541.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
523.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
520.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
518.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
513.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
505.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
498.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
498.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
497.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
495.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
494.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
488.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
481.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
481.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
480.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
475.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
473.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
467.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
466.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
463.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
461.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
460.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
459.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
458.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
456.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
455.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
452.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
450.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
446.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
438.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
437.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
434.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
432.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
429.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
429.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
429.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
427.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
426.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
425.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
422.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
421.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
419.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
413.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
408.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
408.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
407.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
407.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
406.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
406.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
406.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
403.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
400.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
398.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
397.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
397.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
396.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
394.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
393.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
392.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
391.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
389.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
388.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
388.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
384.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
382.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
382.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
381.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
380.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
380.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
376.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
376.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
376.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
372.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
372.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
370.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
369.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
369.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
369.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
368.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
367.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
366.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
366.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
364.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
364.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
363.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
363.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
361.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
361.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
359.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
359.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
359.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
358.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
356.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
353.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
352.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
352.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
351.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
350.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
348.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
347.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
345.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
343.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
341.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
340.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
337.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
336.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
336.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
335.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
335.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
335.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
333.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
333.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
333.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
330.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
328.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
328.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
327.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
324.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
324.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
323.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
322.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
322.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
322.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
321.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
320.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
319.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
318.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
318.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
313.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
312.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
309.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
309.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
308.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
308.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
307.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
307.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
306.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
304.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
303.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
302.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
300.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
299.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
299.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
298.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
298.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
298.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
297.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
297.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
296.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
295.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
295.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
295.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
294.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
291.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
291.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
290.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
287.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
287.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
286.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
286.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
285.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
285.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
283.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
282.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
282.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
282.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
278.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
278.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
277.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
276.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
276.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
276.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
274.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
274.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
274.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
273.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
273.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
273.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
272.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
271.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
268.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
267.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
266.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
266.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
265.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
263.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
262.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
261.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
257.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
257.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
252.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
251.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
250.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
250.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
250.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
249.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
249.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
248.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
245.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
245.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
244.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
244.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
243.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
243.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
242.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
239.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
238.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
237.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
237.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
236.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
236.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
235.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
235.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
231.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
231.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
230.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
229.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
229.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
227.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
226.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
226.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
225.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
222.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
221.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
221.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
216.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
216.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
216.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
215.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
215.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
213.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
211.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
211.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
209.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
205.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
205.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
203.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
200.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
199.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
199.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
199.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
192.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
191.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
185.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
184.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
184.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
182.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
178.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
174.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
173.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
170.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
167.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
160.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
156.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
150.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
149.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
149.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
148.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
146.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
146.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
142.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
130.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
127.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
122.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
107.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
104.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
100.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
96.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
68.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
38.3
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0011410003
Tumor
0.6
CPT0011240003
Tumor
0.6
CPT0000640003
Tumor
0.6
CPT0086870003
Tumor
0.5
CPT0085670003
Tumor
0.5
CPT0084560003
Tumor
0.5
CPT0019130003
Tumor
0.4
CPT0079410003
Tumor
0.4
CPT0081990003
Tumor
0.4
CPT0075720003
Tumor
0.4
CPT0017850003
Tumor
0.4
CPT0017410003
Tumor
0.4
CPT0069000003
Tumor
0.4
CPT0084590001
Normal
0.4
CPT0065870003
Tumor
0.4
CPT0014370004
Tumor
0.4
CPT0077490003
Tumor
0.4
CPT0025350003
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0077320001
Normal
0.3
CPT0077110003
Tumor
0.3
CPT0081600003
Tumor
0.3
CPT0079430001
Normal
0.3
CPT0075170001
Normal
0.3
CPT0001340003
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0025110003
Tumor
0.3
CPT0012080003
Tumor
0.3
CPT0075130003
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0009020003
Normal
0.3
CPT0088630003
Tumor
0.3
CPT0010120001
Normal
0.3
CPT0009080003
Normal
0.3
CPT0012770003
Normal
0.3
CPT0001180009
Tumor
0.3
CPT0006440003
Tumor
0.3
CPT0069190001
Normal
0.3
CPT0009000003
Tumor
0.3
CPT0012920003
Normal
0.3
CPT0024680001
Normal
0.2
CPT0079270003
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0001270001
Normal
0.2
CPT0013790003
Normal
0.2
CPT0088900003
Tumor
0.2
CPT0079300001
Normal
0.2
CPT0079230003
Tumor
0.2
CPT0002370001
Normal
0.2
CPT0017450001
Normal
0.2
CPT0088760003
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0089040001
Normal
0.2
CPT0078990003
Tumor
0.2
CPT0012550003
Tumor
0.2
CPT0023350003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0012570003
Normal
0.2
CPT0089480003
Normal
0.2
CPT0001190001
Normal
0.2
CPT0007870001
Normal
0.2
CPT0078840001
Normal
0.2
CPT0077140001
Normal
0.2
CPT0086820003
Tumor
0.2
CPT0018250001
Normal
0.2
CPT0026410003
Tumor
0.2
CPT0066520001
Normal
0.2
CPT0086890003
Normal
0.2
CPT0024670003
Tumor
0.2
CPT0001260009
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0078940001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0076350001
Normal
0.1
CPT0009060003
Tumor
0.1
CPT0088920001
Normal
0.1
CPT0007320003
Tumor
0.1
CPT0012640003
Normal
0.1
CPT0025610001
Normal
0.1
CPT0012090003
Normal
0.1
CPT0001220008
Tumor
0.1
CPT0063640001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0079000001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0086830003
Normal
0.1
CPT0069010001
Normal
0.1
CPT0078670001
Normal
0.1
CPT0066480003
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0079510001
Normal
0.1
CPT0088710001
Normal
0.1
CPT0065450001
Normal
0.1
CPT0015910003
Tumor
0.1
CPT0020130001
Normal
0.1
CPT0002270011
Tumor
0.1
CPT0020020001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0086970003
Normal
0.1
CPT0088570001
Normal
0.1
CPT0092740003
Normal
0.1
CPT0077500001
Normal
0.1
CPT0012290003
Normal
0.1
CPT0082010001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0079480003
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0064400001
Normal
0.1
CPT0092310003
Normal
0.1
CPT0078800003
Tumor
0.1
CPT0006730001
Normal
0.1
CPT0088500001
Normal
0.1
CPT0023360001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0079180003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0025880003
Tumor
0.0
CPT0012280003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0001550001
Normal
0.0
CPT0014350001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0026420001
Normal
0.0
CPT0088480003
Tumor
0.0
CPT0065930003
Tumor
0.0
CPT0078830003
Tumor
0.0
CPT0025580004
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0001350001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0025060001
Normal
0.0
CPT0078660003
Tumor
0.0
CPT0006950001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0069160003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0025230003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0066430001
Normal
0.0
CPT0000790001
Normal
0.0
CPT0010160003
Tumor
0.0
CPT0086950003
Tumor
-0.1
CPT0012670003
Tumor
-0.1
CPT0021240003
Tumor
-0.1
CPT0010170001
Normal
-0.1
CPT0012180003
Tumor
-0.1
CPT0002350011
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0023710001
Normal
-0.1
CPT0012900004
Tumor
-0.1
CPT0078530001
Normal
-0.1
CPT0092730003
Tumor
-0.2
CPT0063320003
Tumor
-0.2
CPT0063630003
Tumor
-0.2
CPT0076330003
Tumor
-0.2
CPT0079380003
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0066470004
Tumor
-0.3
CPT0088550004
Tumor
-0.3
CPT0088970003
Tumor
-0.3
CPT0023690003
Tumor
-0.3
CPT0007860003
Tumor
-0.3
CPT0065750003
Tumor
-0.3
CPT0019990003
Tumor
-0.3
CPT0086030003
Tumor
-0.3
CPT0087040003
Tumor
-0.3
CPT0064370003
Tumor
-0.4
CPT0078930003
Tumor
-0.4
CPT0025050003
Tumor
-0.4
CPT0065810003
Tumor
-0.4
CPT0006630003
Tumor
-0.4
CPT0086360003
Tumor
-0.4
CPT0075560003
Tumor
-0.5
CPT0065690003
Tumor
-0.5
CPT0077310003
Tumor
-0.5
CPT0089460004
Tumor
-0.5
CPT0092790003
Tumor
-0.5
CPT0078510003
Tumor
-0.5
CPT0020120003
Tumor
-0.6
CPT0081880003
Tumor
-0.6
CPT0014160003
Tumor
-0.6
CPT0025170003
Tumor
-0.6
CPT0001500009
Tumor
-0.7
CPT0015730003
Tumor
-0.8
CPT0092290003
Tumor
-0.8
CPT0025290003
Tumor
-0.9
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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.
The Human Protein Atlas project is funded
