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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.
SLC22A2 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
256.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
188.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
172.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
106.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
32.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
10.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
9.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
9.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
6.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
2.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
1.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
1.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
0.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
0.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
0.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
0.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
0.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
0.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
0.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
0.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
0.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
0.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
0.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
0.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
0.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
0.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
0.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
0.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
0.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
0.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 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.
SLC22A2 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
103.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
511.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
451.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
433.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
429.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
404.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
374.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
351.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
347.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
344.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
341.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
331.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
323.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
319.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
311.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
305.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
304.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
298.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
298.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
298.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
293.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
285.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
280.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
279.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
270.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
265.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
264.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
264.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
263.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
261.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
260.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
259.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
257.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
256.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
255.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
253.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
253.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
251.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
250.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
244.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
243.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
243.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
240.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
239.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
239.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
234.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
234.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
233.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
232.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
231.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
231.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
230.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
230.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
229.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
227.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
227.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
226.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
223.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
219.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
215.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
213.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
212.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
211.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
211.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
209.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
209.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
207.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
206.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
205.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
203.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
202.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
202.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
202.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
201.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
200.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
198.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
196.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
196.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
195.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
195.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
192.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
191.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
190.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
186.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
186.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
185.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
184.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
184.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
184.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
183.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
181.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
180.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
179.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
178.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
178.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
178.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
176.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
176.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
175.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
175.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
174.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
173.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
171.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
170.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
168.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
168.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
167.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
166.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
166.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
165.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
165.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
164.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
164.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
162.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
161.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
160.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
160.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
159.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
158.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
158.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
156.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
155.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
154.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
152.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
152.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
151.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
150.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
149.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
148.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
148.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
148.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
147.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
146.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
146.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
145.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
145.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
143.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
142.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
142.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
141.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
140.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
140.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
140.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
139.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
138.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
137.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
137.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
133.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
133.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
133.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
132.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
132.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
131.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
131.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
131.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
130.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
130.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
129.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
129.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
129.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
129.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
129.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
128.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
128.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
128.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
128.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
128.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
128.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
127.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
127.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
126.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
126.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
125.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
125.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
124.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
124.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
123.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
123.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
123.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
123.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
123.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
123.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
122.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
121.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
121.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
121.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
120.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
119.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
119.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
118.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
118.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
118.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
118.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
117.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
117.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
116.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
116.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
116.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
114.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
113.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
113.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
112.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
112.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
112.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
111.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
111.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
110.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
109.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
109.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
109.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
108.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
108.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
107.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
107.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
107.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
107.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
106.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
105.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
105.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
105.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
105.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
104.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
103.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
103.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
102.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
102.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
102.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
102.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
102.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
102.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
101.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
100.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
100.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
100.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
99.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
98.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
98.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
98.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
97.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
97.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
97.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
97.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
96.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
96.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
96.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
95.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
95.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
94.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
93.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
93.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
93.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
93.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
92.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
92.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
91.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
88.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
88.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
88.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
87.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
87.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
86.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
86.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
86.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
86.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
86.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
85.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
85.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
84.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
84.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
84.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
84.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
84.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
82.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
81.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
81.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
80.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
80.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
80.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
80.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
80.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
78.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
78.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
77.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
75.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
75.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
75.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
75.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
75.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
74.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
71.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
71.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
70.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
69.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
69.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
69.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
69.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
68.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
68.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
67.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
67.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
67.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
66.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
66.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
66.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
66.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
66.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
65.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
64.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
64.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
64.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
63.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
63.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
63.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
62.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
62.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
62.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
61.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
60.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
60.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
60.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
60.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
59.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
59.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
59.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
59.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
59.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
59.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
59.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
58.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
58.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
58.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
57.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
57.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
57.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
57.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
56.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
56.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
56.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
55.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
55.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
54.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
54.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
54.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
54.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
53.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
53.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
53.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
53.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
52.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
52.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
52.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
52.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
52.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
51.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
51.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
50.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
50.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
49.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
48.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
48.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
48.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
47.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
47.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
46.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
46.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
46.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
46.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
46.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
45.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
45.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
45.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
43.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
43.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
42.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
41.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
41.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
41.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
41.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
40.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
40.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
40.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
39.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
39.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
39.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
38.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
37.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
37.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
37.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
35.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
35.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
35.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
35.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
35.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
34.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
34.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
34.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
34.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
33.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
33.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
33.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
32.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
32.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
32.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
32.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
32.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
31.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
31.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
29.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
28.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
28.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
28.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
28.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
27.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
26.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
26.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
26.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
23.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
23.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
23.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
22.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
22.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
22.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
22.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
22.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
22.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
21.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
20.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
20.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
19.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
19.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
17.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
17.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
14.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
14.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
14.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
12.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
12.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
12.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
11.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
11.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
11.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
11.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
10.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
10.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
10.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
10.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
8.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
8.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
7.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
7.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
6.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
6.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
6.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
5.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
5.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
4.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
4.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
4.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
3.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
3.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
2.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
2.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
2.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
2.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
1.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
1.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
1.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
1.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
1.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
1.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
1.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
1.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
1.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
1.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
0.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
0.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
0.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
0.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
0.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
0.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
0.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
0.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
0.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
0.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
0.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
0.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
0.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
0.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
0.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
0.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
0.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
0.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
0.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
0.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
0.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
0.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
0.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
0.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
0.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
0.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
0.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
0.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
0.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
0.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
0.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
0.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
0.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
0.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
0.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
0.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
0.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
0.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
0.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
0.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
0.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
0.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
0.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 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.
SLC22A2 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
127.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
471.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
417.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
347.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
321.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
312.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
306.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
280.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
275.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
270.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
264.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
263.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
262.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
247.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
236.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
234.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
231.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
220.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
216.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
214.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
204.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
202.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
197.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
190.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
181.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
168.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
161.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
161.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
160.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
160.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
159.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
155.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
147.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
141.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
137.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
135.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
134.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
132.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
132.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
129.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
129.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
125.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
125.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
123.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
119.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
118.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
118.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
116.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
107.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
104.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
103.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
101.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
99.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
96.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
94.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
94.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
94.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
92.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
90.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
90.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
89.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
87.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
82.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
79.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
77.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
76.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
75.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
75.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
74.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
74.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
73.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
72.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
71.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
71.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
71.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
70.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
65.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
63.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
63.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
63.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
60.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
59.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
54.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
46.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
40.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
40.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
39.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
37.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
34.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
29.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
24.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
7.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
7.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
5.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
1.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
1.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
0.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
0.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
0.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLC22A2 is potential prognostic, high expression is favorable 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
87.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
666.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
465.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
441.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
420.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
366.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
329.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
323.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
312.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
306.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
303.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
278.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
277.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
257.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
257.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
246.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
241.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
237.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
234.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
233.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
233.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
227.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
224.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
223.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
218.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
215.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
214.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
210.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
207.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
201.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
200.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
198.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
195.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
194.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
192.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
191.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
190.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
189.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
188.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
187.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
186.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
183.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
179.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
176.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
172.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
172.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
161.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
157.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
157.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
155.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
143.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
141.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
139.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
138.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
137.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
137.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
136.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
136.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
135.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
135.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
135.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
130.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
130.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
128.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
128.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
127.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
124.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
123.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
123.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
123.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
122.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
121.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
121.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
121.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
120.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
119.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
118.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
117.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
116.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
113.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
112.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
112.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
111.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
107.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
106.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
105.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
103.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
103.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
102.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
102.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
102.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
100.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
99.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
97.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
96.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
94.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
93.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
92.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
92.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
91.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
90.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
88.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
88.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
87.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
86.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
86.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
85.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
85.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
84.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
84.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
83.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
82.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
81.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
79.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
79.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
79.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
79.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
79.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
78.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
78.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
77.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
76.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
76.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
74.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
73.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
71.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
71.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
71.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
71.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
70.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
70.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
69.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
69.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
69.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
68.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
68.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
66.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
65.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
65.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
65.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
64.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
64.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
64.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
62.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
62.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
61.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
61.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
61.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
60.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
59.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
59.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
58.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
55.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
54.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
54.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
53.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
52.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
52.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
51.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
51.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
50.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
50.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
50.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
49.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
49.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
49.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
49.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
49.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
47.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
46.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
46.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
46.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
45.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
45.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
45.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
45.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
44.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
44.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
44.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
43.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
42.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
42.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
40.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
39.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
39.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
39.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
39.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
39.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
38.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
38.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
38.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
36.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
36.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
36.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
36.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
35.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
35.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
35.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
34.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
34.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
34.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
33.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
33.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
31.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
31.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
31.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
29.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
28.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
27.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
26.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
26.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
26.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
25.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
25.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
24.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
21.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
20.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
20.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
20.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
19.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
18.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
16.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
16.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
15.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
15.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
15.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
14.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
12.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
12.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
11.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
10.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
7.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
6.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
6.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
4.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
2.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
2.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
2.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
1.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
1.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
1.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
0.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
0.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
0.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
0.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
0.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
0.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
0.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
0.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
0.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
0.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
0.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
0.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
0.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
0.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
0.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
0.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
0.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
0.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
0.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
0.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
0.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
0.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
0.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
0.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
0.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
0.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
0.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
0.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
0.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
0.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0092800003
Normal
1.5
CPT0089480003
Normal
1.5
CPT0082010001
Normal
1.4
CPT0000790001
Normal
1.4
CPT0092310003
Normal
1.4
CPT0077140001
Normal
1.3
CPT0023710001
Normal
1.3
CPT0092740003
Normal
1.3
CPT0013790003
Normal
1.2
CPT0088710001
Normal
1.2
CPT0065450001
Normal
1.2
CPT0006730001
Normal
1.2
CPT0023360001
Normal
1.2
CPT0063640001
Normal
1.2
CPT0006950001
Normal
1.1
CPT0066430001
Normal
1.1
CPT0026420001
Normal
1.1
CPT0078840001
Normal
1.1
CPT0087050003
Normal
1.1
CPT0010170001
Normal
1.0
CPT0020020001
Normal
1.0
CPT0012770003
Normal
1.0
CPT0014130001
Normal
1.0
CPT0007470001
Normal
0.9
CPT0000890001
Normal
0.9
CPT0088780001
Normal
0.9
CPT0014350001
Normal
0.9
CPT0012570003
Normal
0.9
CPT0077500001
Normal
0.9
CPT0086370003
Normal
0.9
CPT0086970003
Normal
0.8
CPT0012290003
Normal
0.8
CPT0025060001
Normal
0.8
CPT0088500001
Normal
0.8
CPT0089040001
Normal
0.8
CPT0065820001
Normal
0.8
CPT0088640003
Normal
0.8
CPT0078530001
Normal
0.7
CPT0086830003
Normal
0.7
CPT0000660001
Normal
0.7
CPT0001350001
Normal
0.7
CPT0088920001
Normal
0.6
CPT0088570001
Normal
0.6
CPT0079000001
Normal
0.6
CPT0069010001
Normal
0.6
CPT0007870001
Normal
0.6
CPT0078940001
Normal
0.6
CPT0018250001
Normal
0.5
CPT0081620001
Normal
0.5
CPT0020130001
Normal
0.5
CPT0012090003
Normal
0.5
CPT0079430001
Normal
0.5
CPT0075570001
Normal
0.5
CPT0066520001
Normal
0.5
CPT0078800003
Tumor
0.5
CPT0076350001
Normal
0.5
CPT0025920001
Normal
0.5
CPT0078670001
Normal
0.4
CPT0086890003
Normal
0.4
CPT0006530001
Normal
0.4
CPT0001510001
Normal
0.4
CPT0025610001
Normal
0.4
CPT0001270001
Normal
0.3
CPT0064400001
Normal
0.3
CPT0063330001
Normal
0.3
CPT0024680001
Normal
0.3
CPT0012920003
Normal
0.2
CPT0001190001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0009080003
Normal
0.0
CPT0001230001
Normal
0.0
CPT0007320003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0009020003
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0010120001
Normal
-0.1
CPT0069190001
Normal
-0.2
CPT0065430003
Tumor
-0.2
CPT0023690003
Tumor
-0.2
CPT0014470001
Normal
-0.2
CPT0015730003
Tumor
-0.2
CPT0075170001
Normal
-0.4
CPT0086360003
Tumor
-0.4
CPT0087040003
Tumor
-0.4
CPT0001500009
Tumor
-0.4
CPT0012640003
Normal
-0.4
CPT0064370003
Tumor
-0.4
CPT0079380003
Tumor
-0.5
CPT0078930003
Tumor
-0.5
CPT0084590001
Normal
-0.6
CPT0065750003
Tumor
-0.6
CPT0015810003
Tumor
-0.6
CPT0019990003
Tumor
-0.6
CPT0077310003
Tumor
-0.6
CPT0089460004
Tumor
-0.7
CPT0011410003
Tumor
-0.8
CPT0092790003
Tumor
-0.8
CPT0010110003
Tumor
-0.8
CPT0020120003
Tumor
-0.8
CPT0092290003
Tumor
-0.8
CPT0086030003
Tumor
-0.8
CPT0019130003
Tumor
-0.9
CPT0075560003
Tumor
-0.9
CPT0063320003
Tumor
-0.9
CPT0077320001
Normal
-0.9
CPT0006900003
Tumor
-0.9
CPT0066470004
Tumor
-0.9
CPT0012670003
Tumor
-0.9
CPT0079230003
Tumor
-0.9
CPT0092190003
Normal
-1.0
CPT0089020003
Tumor
-1.0
CPT0065870003
Tumor
-1.0
CPT0012280003
Tumor
-1.0
CPT0015910003
Tumor
-1.0
CPT0081990003
Tumor
-1.1
CPT0025290003
Tumor
-1.1
CPT0025580004
Tumor
-1.1
CPT0000780007
Tumor
-1.1
CPT0075720003
Tumor
-1.1
CPT0079300001
Normal
-1.1
CPT0002350011
Tumor
-1.1
CPT0079480003
Tumor
-1.1
CPT0092160003
Tumor
-1.1
CPT0065930003
Tumor
-1.1
CPT0001220008
Tumor
-1.1
CPT0066480003
Tumor
-1.1
CPT0000870016
Tumor
-1.2
CPT0088760003
Tumor
-1.2
CPT0086950003
Tumor
-1.2
CPT0010160003
Tumor
-1.2
CPT0009060003
Tumor
-1.2
CPT0014160003
Tumor
-1.2
CPT0012550003
Tumor
-1.2
CPT0088690003
Tumor
-1.2
CPT0007860003
Tumor
-1.2
CPT0065810003
Tumor
-1.2
CPT0077490003
Tumor
-1.2
CPT0006630003
Tumor
-1.2
CPT0025110003
Tumor
-1.3
CPT0012900004
Tumor
-1.3
CPT0002270011
Tumor
-1.3
CPT0088480003
Tumor
-1.3
CPT0025230003
Tumor
-1.4
CPT0069000003
Tumor
-1.4
CPT0065690003
Tumor
-1.4
CPT0006440003
Tumor
-1.4
CPT0092730003
Tumor
-1.4
CPT0086820003
Tumor
-1.5
CPT0078510003
Tumor
-1.5
CPT0011240003
Tumor
-1.5
CPT0079510001
Normal
-1.5
CPT0063630003
Tumor
-1.5
CPT0078830003
Tumor
-1.5
CPT0025350003
Tumor
-1.5
CPT0075130003
Tumor
-1.6
CPT0009000003
Tumor
-1.6
CPT0024670003
Tumor
-1.6
CPT0079180003
Tumor
-1.6
CPT0001540009
Tumor
-1.6
CPT0021240003
Tumor
-1.6
CPT0076330003
Tumor
-1.7
CPT0081600003
Tumor
-1.7
CPT0014450004
Tumor
-1.7
CPT0026410003
Tumor
-1.7
CPT0000640003
Tumor
-1.7
CPT0071150004
Tumor
-1.7
CPT0014370004
Tumor
-1.8
CPT0081880003
Tumor
-1.8
CPT0025050003
Tumor
-1.8
CPT0079270003
Tumor
-1.8
CPT0025880003
Tumor
-1.8
CPT0023350003
Tumor
-1.8
CPT0088970003
Tumor
-1.9
CPT0069160003
Tumor
-1.9
CPT0078990003
Tumor
-1.9
CPT0001260009
Tumor
-2.0
CPT0077110003
Tumor
-2.0
CPT0001180009
Tumor
-2.0
CPT0079410003
Tumor
-2.0
CPT0017410003
Tumor
-2.1
CPT0085670003
Tumor
-2.1
CPT0078660003
Tumor
-2.2
CPT0088630003
Tumor
-2.2
CPT0017850003
Tumor
-2.4
CPT0012370003
Tumor
-2.4
CPT0086870003
Tumor
-2.4
CPT0012080003
Tumor
-2.5
CPT0012180003
Tumor
-2.5
CPT0001340003
Tumor
-2.5
CPT0084560003
Tumor
-2.8
CPT0088900003
Tumor
-2.9
CPT0088550004
Tumor
-3.2
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.