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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.
Survival analysis data not available.
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
0.4
Number of samples
497
Samples
Sample
Description
TPM
TCGA-49-AAR9-01A
0 years, male, black or african american, stage:Stage IIB, dead, 260 days
8.4
TCGA-55-1596-01A
0 years, male, asian, stage:Stage IIB, alive, 2065 days
6.8
TCGA-O1-A52J-01A
0 years, female, white, stage:Stage IA, dead, 1798 days
4.3
TCGA-97-7547-01A
0 years, female, white, stage:Stage IB, alive, 1965 days
3.9
TCGA-05-4415-01A
0 years, male, stage:Stage IIIB, dead, 91 days
3.8
TCGA-55-8302-01A
0 years, male, white, stage:Stage IB, alive, 478 days
3.8
TCGA-50-6592-01A
0 years, female, white, stage:Stage IB, dead, 777 days
3.6
TCGA-44-2666-01A
0 years, male, white, stage:Stage IB, dead, 97 days
3.6
TCGA-91-6830-01A
0 years, female, white, stage:Stage IIA, alive, 60 days
3.0
TCGA-50-6597-01A
0 years, female, white, stage:Stage IB, dead, 1268 days
2.7
TCGA-55-6982-01A
0 years, female, white, stage:Stage IIB, dead, 995 days
2.6
TCGA-49-6745-01A
0 years, male, white, stage:Stage IIIA, alive, 522 days
2.6
TCGA-55-8505-01A
0 years, male, white, stage:Stage IIIA, alive, 440 days
2.5
TCGA-44-5643-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 1013 days
2.5
TCGA-55-6980-01A
0 years, male, white, stage:Stage IA, alive, 2109 days
2.4
TCGA-91-6835-01A
0 years, female, white, stage:Stage IA, alive, 79 days
2.3
TCGA-55-7227-01A
0 years, male, white, stage:Stage IIIA, dead, 952 days
2.3
TCGA-86-8056-01A
0 years, female, white, stage:Stage IIIA, alive, 139 days
2.2
TCGA-50-5936-01A
0 years, male, white, stage:Stage IIIA, dead, 257 days
2.2
TCGA-50-5931-01A
0 years, female, white, stage:Stage IB, dead, 434 days
2.1
TCGA-62-8398-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
2.1
TCGA-69-7761-01A
0 years, male, white, stage:Stage IB, alive, 186 days
2.1
TCGA-49-6742-01A
0 years, male, white, stage:Stage IIA, dead, 488 days
2.0
TCGA-86-8358-01A
0 years, male, white, stage:Stage IB, alive, 653 days
2.0
TCGA-78-7150-01A
0 years, male, white, stage:Stage IIB, dead, 666 days
1.9
TCGA-69-A59K-01A
0 years, female, black or african american, stage:Stage IIB, alive, 591 days
1.9
TCGA-49-AARN-01A
0 years, female, black or african american, stage:Stage IA, dead, 1135 days
1.8
TCGA-55-6712-01A
0 years, male, white, stage:Stage IIA, dead, 171 days
1.8
TCGA-99-8033-01A
0 years, female, white, stage:Stage IV, dead, 656 days
1.7
TCGA-05-4403-01A
0 years, male, stage:Stage IB, alive, 578 days
1.7
TCGA-50-5935-01A
0 years, female, white, stage:Stage IA, dead, 653 days
1.6
TCGA-64-1681-01A
0 years, female, white, stage:Stage IA, dead, 1167 days
1.6
TCGA-91-6848-01A
0 years, male, white, stage:Stage IIIA, alive, 224 days
1.6
TCGA-97-8552-01A
0 years, female, white, stage:Stage I, alive, 626 days
1.6
TCGA-55-6984-01A
0 years, female, white, stage:Stage IIB, dead, 760 days
1.6
TCGA-05-5429-01A
0 years, male, stage:Stage IIIA, dead, 275 days
1.5
TCGA-53-7624-01A
0 years, female, white, stage:Stage IV, dead, 1043 days
1.5
TCGA-49-4512-01A
0 years, female, white, stage:Stage IIIA, dead, 905 days
1.5
TCGA-55-8089-01A
0 years, male, white, stage:Stage IA, dead, 702 days
1.5
TCGA-44-2665-01A
0 years, female, white, stage:Stage IIB, alive, 1301 days
1.4
TCGA-55-6986-01A
0 years, female, white, stage:Stage IB, alive, 3261 days
1.4
TCGA-50-6595-01A
0 years, female, white, stage:Stage IIIA, dead, 189 days
1.4
TCGA-86-8279-01A
0 years, male, white, stage:Stage IIA, alive, 949 days
1.4
TCGA-50-5072-01A
0 years, male, white, stage:Stage IIIA, dead, 250 days
1.4
TCGA-67-6217-01A
0 years, female, white, stage:Stage IIA, alive, 422 days
1.4
TCGA-05-5423-01A
0 years, male, stage:Stage IIB, alive, 151 days
1.4
TCGA-55-A48Z-01A
0 years, female, white, stage:Stage IIIB, alive, 651 days
1.3
TCGA-91-8499-01A
0 years, female, white, stage:Stage IA, alive, 36 days
1.3
TCGA-55-7570-01A
0 years, male, black or african american, stage:Stage IA, alive, 824 days
1.3
TCGA-05-4433-01A
0 years, male, stage:Stage IB, alive, 730 days
1.3
TCGA-38-6178-01A
0 years, female, white, stage:Stage IIIA, alive, 448 days
1.3
TCGA-78-7540-01A
0 years, female, white, stage:Stage IB, dead, 1197 days
1.3
TCGA-NJ-A7XG-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 617 days
1.3
TCGA-50-5939-01A
0 years, male, white, stage:Stage IB, dead, 460 days
1.3
TCGA-86-8075-01A
0 years, female, white, stage:Stage IB, dead, 694 days
1.3
TCGA-62-8397-01A
0 years, female, white, stage:Stage IIB, alive, 1289 days
1.3
TCGA-97-7941-01A
0 years, female, white, stage:Stage IA, alive, 484 days
1.2
TCGA-MP-A4TA-01A
0 years, female, white, stage:Stage IA, dead, 950 days
1.2
TCGA-91-6829-01A
0 years, male, white, stage:Stage IB, dead, 1258 days
1.2
TCGA-95-7948-01A
0 years, female, white, stage:Stage IB, alive, 476 days
1.2
TCGA-80-5611-01A
male, stage:Stage IB, alive, 2595 days
1.2
TCGA-62-8395-01A
0 years, female, white, stage:Stage IIB, alive, 1216 days
1.2
TCGA-05-4434-01A
0 years, female, stage:Stage IV, dead, 457 days
1.1
TCGA-78-7154-01A
0 years, male, white, stage:Stage IIIA, dead, 593 days
1.1
TCGA-05-4389-01A
0 years, male, stage:Stage IA, alive, 1369 days
1.1
TCGA-55-8619-01A
0 years, female, white, stage:Stage IIB, alive, 416 days
1.1
TCGA-99-7458-01A
0 years, female, white, stage:Stage IIIA, alive, 747 days
1.1
TCGA-MP-A4SY-01A
0 years, male, white, stage:Stage IIB, dead, 1501 days
1.1
TCGA-78-7220-01A
0 years, female, white, stage:Stage IIIA, dead, 807 days
1.1
TCGA-05-5715-01A
0 years, female, stage:Stage IB, alive, 62 days
1.1
TCGA-62-A46Y-01A
0 years, female, white, stage:Stage IIIA, dead, 414 days
1.1
TCGA-49-4490-01A
0 years, female, white, stage:Stage IIIA, dead, 385 days
1.1
TCGA-75-6212-01A
female, stage:Stage IIB, dead, 1516 days
1.0
TCGA-55-8206-01A
0 years, male, white, stage:Stage IA, alive, 888 days
1.0
TCGA-97-7552-01A
0 years, male, white, stage:Stage IB, alive, 1932 days
1.0
TCGA-62-A46V-01A
0 years, female, white, stage:Stage IB, alive, 2199 days
1.0
TCGA-97-8177-01A
0 years, female, white, stage:Stage IB, alive, 499 days
1.0
TCGA-69-8453-01A
0 years, male, white, stage:Stage IIB, alive, 813 days
1.0
TCGA-44-6775-01A
0 years, female, white, stage:Stage IB, alive, 705 days
1.0
TCGA-55-6975-01A
0 years, male, white, stage:Stage IIB, dead, 118 days
1.0
TCGA-49-6744-01A
0 years, female, white, stage:Stage IIA, alive, 1683 days
1.0
TCGA-86-8280-01A
0 years, female, white, stage:Stage IIA, alive, 701 days
1.0
TCGA-95-A4VK-01A
0 years, female, white, stage:Stage IIIA, alive, 651 days
1.0
TCGA-93-A4JP-01A
0 years, male, asian, stage:Stage IV, alive, 578 days
0.9
TCGA-MP-A4T9-01A
0 years, female, white, stage:Stage IIIA, dead, 1265 days
0.9
TCGA-50-8460-01A
0 years, male, white, stage:Stage IA, alive, 829 days
0.9
TCGA-86-7953-01A
0 years, female, white, stage:Stage IA, alive, 997 days
0.9
TCGA-97-A4LX-01A
0 years, male, white, stage:Stage IB, alive, 614 days
0.9
TCGA-49-4501-01A
0 years, female, white, stage:Stage IB, dead, 1421 days
0.9
TCGA-86-8668-01A
0 years, female, white, stage:Stage IA, alive, 423 days
0.9
TCGA-97-A4M1-01A
0 years, female, white, stage:Stage IA, alive, 601 days
0.9
TCGA-50-5944-01A
0 years, female, white, stage:Stage IA, alive, 1750 days
0.9
TCGA-97-A4M6-01A
0 years, female, white, stage:Stage IA, alive, 568 days
0.8
TCGA-05-4250-01A
0 years, female, stage:Stage IIIA, dead, 121 days
0.8
TCGA-55-6978-01A
0 years, male, white, stage:Stage IIA, dead, 176 days
0.8
TCGA-62-8394-01A
0 years, female, white, stage:Stage IIIB, dead, 139 days
0.8
TCGA-49-AAQV-01A
0 years, female, black or african american, stage:Stage II, dead, 677 days
0.8
TCGA-44-7669-01A
0 years, male, black or african american, stage:Stage IIA, dead, 574 days
0.8
TCGA-55-8090-01A
0 years, male, white, stage:Stage IA, dead, 598 days
0.8
TCGA-62-A472-01A
0 years, male, white, stage:Stage IIB, alive, 910 days
0.8
TCGA-J2-8194-01A
0 years, female, white, stage:Stage IIB, alive, 724 days
0.8
TCGA-44-6146-01A
0 years, male, white, stage:Stage IIB, alive, 728 days
0.8
TCGA-67-6216-01A
0 years, female, white, stage:Stage IA, alive, 141 days
0.8
TCGA-50-6594-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 370 days
0.8
TCGA-95-7944-01A
0 years, male, white, stage:Stage IA, alive, 377 days
0.8
TCGA-86-7714-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 625 days
0.8
TCGA-97-8176-01A
0 years, male, white, stage:Stage IIIA, dead, 468 days
0.7
TCGA-38-4631-01A
0 years, female, white, stage:Stage IB, dead, 354 days
0.7
TCGA-05-4397-01A
0 years, male, stage:Stage IIB, dead, 731 days
0.7
TCGA-55-7576-01A
0 years, male, black or african american, stage:Stage IB, alive, 670 days
0.7
TCGA-55-8096-01A
0 years, female, white, stage:Stage IB, dead, 719 days
0.7
TCGA-93-7347-01A
0 years, female, white, stage:Stage IA, alive, 683 days
0.7
TCGA-75-7027-01A
male, stage:Stage IB, alive, 3059 days
0.7
TCGA-44-7660-01A
0 years, male, white, stage:Stage IB, alive, 592 days
0.7
TCGA-62-A46O-01A
0 years, female, white, stage:Stage IB, dead, 1454 days
0.7
TCGA-93-7348-01A
0 years, female, white, stage:Stage IA, alive, 531 days
0.7
TCGA-55-7816-01A
0 years, female, white, stage:Stage IV, dead, 468 days
0.7
TCGA-91-8497-01A
0 years, female, white, stage:Stage IA, dead, 434 days
0.7
TCGA-55-7728-01A
0 years, female, white, stage:Stage IB, alive, 704 days
0.7
TCGA-91-6840-01A
0 years, female, white, stage:Stage IA, alive, 372 days
0.7
TCGA-71-8520-01A
0 years, female, asian, stage:Stage IB, dead, 210 days
0.7
TCGA-38-A44F-01A
0 years, male, white, stage:Stage IB, alive, 133 days
0.6
TCGA-MP-A4TF-01A
0 years, female, white, stage:Stage IIA, dead, 336 days
0.6
TCGA-55-6979-01A
0 years, female, white, stage:Stage IIB, dead, 237 days
0.6
TCGA-55-8301-01A
0 years, male, white, stage:Stage IB, alive, 534 days
0.6
TCGA-50-6591-01A
0 years, female, white, stage:Stage IV, dead, 119 days
0.6
TCGA-44-A47A-01A
0 years, female, white, stage:Stage IB, alive, 466 days
0.6
TCGA-NJ-A55R-01A
0 years, male, white, stage:Stage IA, alive, 603 days
0.6
TCGA-55-A57B-01A
0 years, female, black or african american, stage:Stage IA, alive, 546 days
0.6
TCGA-86-8055-01A
0 years, male, white, stage:Stage IIA, dead, 124 days
0.6
TCGA-83-5908-01A
0 years, female, white, stage:Stage IA, alive, 824 days
0.6
TCGA-78-7148-01A
0 years, male, white, stage:Stage IIB, dead, 626 days
0.6
TCGA-44-A4SU-01A
0 years, female, white, stage:Stage IA, dead, 409 days
0.6
TCGA-55-A491-01A
0 years, female, white, stage:Stage IA, alive, 626 days
0.6
TCGA-86-8074-01A
0 years, female, white, stage:Stage IIA, alive, 24 days
0.6
TCGA-55-7724-01A
0 years, female, white, stage:Stage IB, alive, 705 days
0.6
TCGA-05-4426-01A
0 years, male, stage:Stage IB, alive, 791 days
0.6
TCGA-91-6836-01A
0 years, female, white, stage:Stage IB, alive, 417 days
0.6
TCGA-55-8087-01A
0 years, female, white, stage:Stage IB, alive, 462 days
0.6
TCGA-97-8171-01A
0 years, male, asian, stage:Stage IV, alive, 568 days
0.6
TCGA-NJ-A55O-01A
0 years, female, white, stage:Stage IIA, alive, 13 days
0.6
TCGA-44-7670-01A
0 years, female, white, stage:Stage IIA, alive, 882 days
0.6
TCGA-50-6673-01A
0 years, female, white, stage:Stage I, dead, 22 days
0.6
TCGA-62-A471-01A
0 years, male, white, stage:Stage IIB, alive, 1246 days
0.6
TCGA-69-7980-01A
0 years, female, white, stage:Stage I, alive, 411 days
0.5
TCGA-38-4625-01A
0 years, female, white, stage:Stage IB, alive, 2973 days
0.5
TCGA-69-8255-01A
0 years, male, white, stage:Stage IA, alive, 129 days
0.5
TCGA-55-6985-01A
0 years, female, white, stage:Stage IB, alive, 1233 days
0.5
TCGA-50-5942-01A
0 years, female, white, stage:Stage IA, alive, 1847 days
0.5
TCGA-55-6981-01A
0 years, female, white, stage:Stage IIIA, dead, 1379 days
0.5
TCGA-86-8278-01A
0 years, female, white, stage:Stage IIB, alive, 944 days
0.5
TCGA-67-6215-01A
0 years, female, white, stage:Stage IB, alive, 174 days
0.5
TCGA-86-8671-01A
0 years, female, white, stage:Stage IIB, alive, 839 days
0.5
TCGA-55-8207-01A
0 years, male, white, stage:Stage IB, alive, 977 days
0.5
TCGA-55-8204-01A
0 years, female, white, stage:Stage IB, alive, 515 days
0.5
TCGA-69-7973-01A
0 years, female, white, stage:Stage IB, alive, 230 days
0.5
TCGA-38-4628-01A
0 years, female, white, stage:Stage IIB, dead, 1492 days
0.5
TCGA-67-3770-01A
0 years, female, white, stage:Stage IA, alive, 610 days
0.5
TCGA-78-7539-01A
0 years, female, white, stage:Stage IIA, alive, 791 days
0.5
TCGA-55-7725-01A
0 years, female, white, stage:Stage IA, alive, 442 days
0.5
TCGA-J2-8192-01A
0 years, female, white, stage:Stage IIA, alive, 739 days
0.5
TCGA-91-8496-01A
0 years, female, white, stage:Stage IB, alive, 505 days
0.5
TCGA-MP-A4T6-01A
0 years, female, white, stage:Stage IIIA, dead, 1790 days
0.5
TCGA-97-7546-01A
0 years, female, white, stage:Stage IA, alive, 1285 days
0.5
TCGA-55-6968-01A
0 years, male, white, stage:Stage IV, dead, 1293 days
0.5
TCGA-55-7995-01A
0 years, female, white, stage:Stage IA, alive, 889 days
0.4
TCGA-86-8076-01A
0 years, male, white, stage:Stage IA, alive, 993 days
0.4
TCGA-50-5055-01A
0 years, female, white, stage:Stage IIA, dead, 1830 days
0.4
TCGA-MP-A4T4-01A
0 years, female, white, stage:Stage IIB, dead, 2617 days
0.4
TCGA-78-7145-01A
0 years, female, white, stage:Stage IV, dead, 826 days
0.4
TCGA-S2-AA1A-01A
0 years, female, black or african american, stage:Stage IA, alive, 513 days
0.4
TCGA-MN-A4N1-01A
0 years, male, black or african american, stage:Stage IIA, alive, 827 days
0.4
TCGA-75-6214-01A
female, stage:Stage IIIA, dead, 1115 days
0.4
TCGA-49-4486-01A
0 years, male, white, stage:Stage IA, dead, 2318 days
0.4
TCGA-50-5044-01A
0 years, female, white, stage:Stage IIIB, dead, 624 days
0.4
TCGA-38-4627-01A
0 years, female, white, stage:Stage IIA, dead, 1147 days
0.4
TCGA-L9-A443-01A
0 years, female, white, stage:Stage IA, dead, 193 days
0.4
TCGA-35-4123-01A
0 years, male, white, stage:Stage IA, alive, 182 days
0.4
TCGA-86-A456-01A
0 years, female, asian, stage:Stage IA, alive, 896 days
0.4
TCGA-44-5645-01A
0 years, female, black or african american, stage:Stage IA, alive, 852 days
0.4
TCGA-05-4249-01A
0 years, male, stage:Stage IB, alive, 1523 days
0.4
TCGA-55-8097-01A
0 years, female, white, stage:Stage IA, alive, 476 days
0.4
TCGA-35-3615-01A
0 years, male, white, stage:Stage IB, alive, 14 days
0.4
TCGA-75-5147-01A
female, stage:Stage IB, alive, 1333 days
0.4
TCGA-44-2657-01A
0 years, female, white, stage:Stage IB, alive, 1351 days
0.3
TCGA-69-8253-01A
0 years, female, black or african american, stage:Stage IIA, alive, 426 days
0.3
TCGA-05-4384-01A
0 years, male, stage:Stage IIIA, alive, 426 days
0.3
TCGA-05-5420-01A
0 years, male, stage:Stage IIIA, alive, 457 days
0.3
TCGA-38-4626-01A
0 years, female, white, stage:'--, alive, 3674 days
0.3
TCGA-69-7760-01A
0 years, male, white, stage:Stage IIB, alive, 202 days
0.3
TCGA-J2-A4AG-01A
0 years, female, white, stage:Stage IA, alive, 988 days
0.3
TCGA-55-7573-01A
0 years, female, white, stage:Stage IA, alive, 487 days
0.3
TCGA-93-A4JN-01A
0 years, male, white, stage:Stage IV, alive, 718 days
0.3
TCGA-44-2661-01A
0 years, female, white, stage:Stage IA, alive, 1159 days
0.3
TCGA-44-6148-01A
0 years, male, white, stage:Stage IA, alive, 704 days
0.3
TCGA-67-3771-01A
0 years, female, black or african american, stage:Stage IA, alive, 610 days
0.3
TCGA-49-AAR3-01A
0 years, male, black or african american, stage:Stage IIB, alive, 1893 days
0.3
TCGA-50-8457-01A
0 years, female, black or african american, stage:Stage IA, alive, 1125 days
0.3
TCGA-75-7025-01A
male, stage:Stage IB, alive, 3305 days
0.3
TCGA-78-7149-01A
0 years, male, white, stage:Stage IIIB, alive, 3940 days
0.3
TCGA-86-7954-01A
0 years, female, white, stage:Stage IB, alive, 605 days
0.3
TCGA-05-4422-01A
0 years, male, stage:Stage IB, alive, 365 days
0.3
TCGA-64-1676-01A
0 years, male, white, stage:Stage IA, alive, 1728 days
0.3
TCGA-78-7146-01A
0 years, female, white, stage:Stage IIIA, dead, 173 days
0.3
TCGA-95-8039-01A
0 years, male, white, stage:Stage IA, alive, 830 days
0.3
TCGA-55-8620-01A
0 years, male, white, stage:Stage IV, dead, 375 days
0.3
TCGA-97-A4M0-01A
0 years, female, white, stage:Stage IB, alive, 652 days
0.3
TCGA-55-A4DF-01A
0 years, male, white, stage:Stage IA, dead, 440 days
0.3
TCGA-62-8402-01A
0 years, female, white, stage:Stage IIIA, dead, 1498 days
0.3
TCGA-55-6543-01A
0 years, female, white, stage:Stage IA, alive, 435 days
0.3
TCGA-86-8585-01A
0 years, male, white, stage:Stage IB, alive, 353 days
0.3
TCGA-97-8547-01A
0 years, female, stage:Stage IIIA, alive, 657 days
0.3
TCGA-55-8513-01A
0 years, female, white, stage:Stage IIB, alive, 791 days
0.3
TCGA-55-1592-01A
0 years, male, white, stage:Stage IA, dead, 701 days
0.3
TCGA-05-4402-01A
0 years, female, stage:Stage IV, dead, 244 days
0.3
TCGA-86-8054-01A
0 years, male, white, stage:Stage IIB, alive, 1148 days
0.3
TCGA-55-8512-01A
0 years, male, white, stage:Stage IV, dead, 607 days
0.3
TCGA-69-8254-01A
0 years, male, white, stage:'--, alive, 409 days
0.2
TCGA-MP-A4TC-01A
0 years, male, white, stage:Stage IIIA, dead, 74 days
0.2
TCGA-44-6779-01A
0 years, female, white, stage:Stage IIB, dead, 500 days
0.2
TCGA-78-7143-01A
0 years, female, white, stage:Stage IB, dead, 4961 days
0.2
TCGA-49-4505-01A
0 years, female, white, stage:Stage IIB, dead, 428 days
0.2
TCGA-55-8614-01A
0 years, male, white, stage:Stage IB, alive, 536 days
0.2
TCGA-44-A47B-01A
0 years, male, white, stage:Stage IB, alive, 287 days
0.2
TCGA-64-1679-01A
0 years, female, white, stage:Stage IIIA, alive, 2488 days
0.2
TCGA-MP-A4SW-01A
0 years, male, white, stage:Stage IIB, dead, 1778 days
0.2
TCGA-38-7271-01A
0 years, female, white, stage:Stage IA, dead, 800 days
0.2
TCGA-78-7166-01A
0 years, male, white, stage:Stage IIB, dead, 258 days
0.2
TCGA-97-8174-01A
0 years, male, white, stage:Stage IIA, dead, 164 days
0.2
TCGA-78-7633-01A
0 years, male, white, stage:Stage IB, dead, 1528 days
0.2
TCGA-86-8673-01A
0 years, male, white, stage:Stage IB, alive, 862 days
0.2
TCGA-93-A4JQ-01A
0 years, male, white, stage:Stage IA, alive, 526 days
0.2
TCGA-69-7978-01A
0 years, male, white, stage:Stage IIB, alive, 134 days
0.2
TCGA-L9-A8F4-01A
0 years, female, black or african american, stage:Stage IB, alive, 476 days
0.2
TCGA-55-8091-01A
0 years, male, white, stage:Stage IB, alive, 600 days
0.2
TCGA-44-4112-01A
0 years, female, white, stage:Stage IB, dead, 808 days
0.2
TCGA-49-4507-01A
0 years, female, white, stage:Stage IIIA, dead, 268 days
0.2
TCGA-78-7147-01A
0 years, female, white, stage:Stage IIB, dead, 586 days
0.2
TCGA-97-7937-01A
0 years, male, white, stage:Stage IB, alive, 564 days
0.2
TCGA-78-7156-01A
0 years, male, white, stage:Stage IV, dead, 976 days
0.2
TCGA-J2-A4AD-01A
0 years, female, white, stage:Stage IA, dead, 550 days
0.2
TCGA-62-A46P-01A
0 years, male, white, stage:Stage IB, dead, 594 days
0.2
TCGA-44-6777-01A
0 years, female, white, stage:Stage IB, dead, 987 days
0.2
TCGA-91-A4BD-01A
0 years, male, white, stage:Stage IIA, alive, 603 days
0.2
TCGA-78-7160-01A
0 years, male, white, stage:Stage IV, dead, 697 days
0.2
TCGA-44-7661-01A
0 years, female, white, stage:Stage IB, dead, 557 days
0.2
TCGA-55-7815-01A
0 years, male, stage:Stage IB, alive, 773 days
0.2
TCGA-97-A4M5-01A
0 years, male, white, stage:Stage IA, alive, 634 days
0.2
TCGA-78-7158-01A
0 years, female, white, stage:Stage IIIB, dead, 179 days
0.2
TCGA-J2-A4AE-01A
0 years, female, white, stage:Stage IA, alive, 1079 days
0.2
TCGA-49-AAR0-01A
0 years, male, black or african american, stage:Stage IA, alive, 4765 days
0.2
TCGA-97-7938-01A
0 years, female, white, stage:Stage IA, dead, 18 days
0.2
TCGA-69-7764-01A
0 years, male, white, stage:Stage IA, alive, 414 days
0.2
TCGA-49-4506-01A
0 years, female, white, stage:Stage IIB, dead, 999 days
0.2
TCGA-NJ-A4YQ-01A
0 years, female, white, stage:Stage IA, alive, 1432 days
0.2
TCGA-35-5375-01A
0 years, male, white, stage:Stage IIIA, alive, 264 days
0.2
TCGA-50-5930-01A
0 years, male, white, stage:Stage IIIA, dead, 282 days
0.2
TCGA-49-6767-01A
0 years, female, white, stage:Stage IIB, alive, 677 days
0.2
TCGA-44-6147-01A
0 years, female, white, stage:Stage IA, alive, 845 days
0.2
TCGA-NJ-A55A-01A
0 years, female, white, stage:Stage IB, alive, 15 days
0.2
TCGA-MP-A4TJ-01A
0 years, female, stage:Stage IA, dead, 339 days
0.2
TCGA-L9-A5IP-01A
0 years, female, black or african american, stage:Stage IV, dead, 58 days
0.2
TCGA-50-8459-01A
0 years, male, white, stage:Stage IIB, alive, 1119 days
0.2
TCGA-MP-A4SV-01A
0 years, male, stage:Stage IB, dead, 2620 days
0.1
TCGA-78-7162-01A
0 years, male, white, stage:Stage IA, dead, 3169 days
0.1
TCGA-86-A4P8-01A
0 years, female, white, stage:Stage IIIA, alive, 805 days
0.1
TCGA-97-7553-01A
0 years, female, white, stage:Stage IA, alive, 1870 days
0.1
TCGA-75-5146-01A
male, stage:Stage IB, alive, 2368 days
0.1
TCGA-44-8119-01A
0 years, male, white, stage:Stage IIB, alive, 285 days
0.1
TCGA-97-8172-01A
0 years, female, white, stage:Stage IB, alive, 545 days
0.1
TCGA-73-7499-01A
0 years, female, white, stage:Stage IB, dead, 1531 days
0.1
TCGA-73-7498-01A
0 years, female, white, stage:Stage IA, alive, 1189 days
0.1
TCGA-99-8032-01A
0 years, male, white, stage:Stage IA, alive, 44 days
0.1
TCGA-78-8648-01A
0 years, female, stage:Stage IIB, dead, 1209 days
0.1
TCGA-78-7153-01A
0 years, female, white, stage:Stage IB, alive, 3635 days
0.1
TCGA-44-3398-01A
0 years, female, white, stage:Stage IA, alive, 1163 days
0.1
TCGA-44-6774-01A
0 years, female, white, stage:Stage IIIA, alive, 658 days
0.1
TCGA-55-A48X-01A
0 years, female, white, stage:Stage IIA, alive, 689 days
0.1
TCGA-67-3774-01A
0 years, female, white, stage:Stage IB, alive, 385 days
0.1
TCGA-49-AARR-01A
0 years, male, black or african american, stage:Stage IA, alive, 4992 days
0.1
TCGA-MP-A4T7-01A
0 years, female, stage:Stage IV, dead, 167 days
0.1
TCGA-64-5815-01A
0 years, male, white, stage:Stage IIB, alive, 866 days
0.1
TCGA-64-1677-01A
0 years, female, white, stage:Stage IIIA, dead, 628 days
0.1
TCGA-55-A4DG-01A
0 years, male, white, stage:Stage IA, alive, 608 days
0.1
TCGA-55-6972-01A
0 years, male, white, stage:Stage IB, dead, 1632 days
0.1
TCGA-53-7626-01A
0 years, female, white, stage:Stage IIA, dead, 929 days
0.1
TCGA-69-7974-01A
0 years, female, white, stage:Stage IIIA, alive, 184 days
0.1
TCGA-MP-A4TH-01A
0 years, female, white, stage:Stage IA, alive, 741 days
0.1
TCGA-44-6776-01A
0 years, female, white, stage:Stage IA, alive, 2616 days
0.1
TCGA-44-2659-01A
0 years, female, white, stage:Stage IIB, alive, 1367 days
0.1
TCGA-78-8655-01A
0 years, female, stage:Stage IA, alive, 2360 days
0.1
TCGA-95-A4VP-01A
0 years, female, white, stage:Stage IIIA, alive, 605 days
0.1
TCGA-05-4396-01A
0 years, male, stage:Stage IIIB, dead, 303 days
0.1
TCGA-50-5068-01A
0 years, female, white, stage:Stage IIB, dead, 1499 days
0.1
TCGA-91-6847-01A
0 years, female, white, stage:Stage IB, alive, 842 days
0.1
TCGA-L4-A4E6-01A
0 years, male, white, stage:Stage IA, alive, 435 days
0.1
TCGA-55-8299-01A
0 years, female, white, stage:Stage IA, dead, 469 days
0.1
TCGA-78-7152-01A
0 years, male, white, stage:Stage IB, dead, 1215 days
0.1
TCGA-44-2662-01A
0 years, male, white, stage:Stage IB, alive, 1280 days
0.1
TCGA-78-7155-01A
0 years, male, white, stage:Stage IB, dead, 1171 days
0.1
TCGA-55-7727-01A
0 years, male, white, stage:Stage IIIA, alive, 119 days
0.1
TCGA-95-7043-01A
0 years, female, white, stage:Stage IA, dead, 503 days
0.1
TCGA-05-4424-01A
0 years, male, stage:Stage IIB, alive, 913 days
0.1
TCGA-50-5932-01A
0 years, male, white, stage:Stage IIB, dead, 1235 days
0.1
TCGA-75-5125-01A
male, stage:Stage IIB, dead, 2027 days
0.1
TCGA-99-AA5R-01A
0 years, female, black or african american, stage:Stage IA, alive, 658 days
0.1
TCGA-73-4675-01A
0 years, male, white, stage:Stage IIIA, dead, 922 days
0.1
TCGA-44-5644-01A
0 years, female, white, stage:Stage IB, alive, 863 days
0.1
TCGA-44-6145-01A
0 years, female, white, stage:Stage IA, alive, 595 days
0.1
TCGA-99-8025-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 1060 days
0.1
TCGA-75-6206-01A
male, stage:Stage IB, alive, 2590 days
0.1
TCGA-69-7765-01A
0 years, male, black or african american, stage:'--, alive, 165 days
0.1
TCGA-50-5049-01A
0 years, male, white, stage:Stage IA, alive, 3094 days
0.1
TCGA-MN-A4N4-01A
0 years, male, white, stage:Stage IA, alive, 1175 days
0.1
TCGA-49-6743-01A
0 years, female, white, stage:Stage IIIA, alive, 1621 days
0.1
TCGA-44-7659-01A
0 years, male, white, stage:Stage IA, alive, 691 days
0.1
TCGA-38-4630-01A
0 years, female, white, stage:Stage IB, dead, 1073 days
0.1
TCGA-97-A4M7-01A
0 years, male, white, stage:Stage IA, alive, 629 days
0.1
TCGA-05-4432-01A
0 years, male, stage:Stage IIB, alive, 761 days
0.1
TCGA-55-8621-01A
0 years, female, white, stage:Stage IA, alive, 515 days
0.1
TCGA-97-A4M2-01A
0 years, male, white, stage:Stage IA, alive, 624 days
0.1
TCGA-MP-A4TI-01A
0 years, male, white, stage:Stage IIA, dead, 429 days
0.1
TCGA-86-A4P7-01A
0 years, female, white, stage:Stage IB, alive, 415 days
0.1
TCGA-55-1594-01A
0 years, male, white, stage:Stage IIIA, alive, 1178 days
0.1
TCGA-44-3917-01A
0 years, female, white, stage:Stage IB, alive, 1183 days
0.1
TCGA-49-AAR4-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 879 days
0.1
TCGA-55-A492-01A
0 years, female, white, stage:Stage IA, alive, 596 days
0.1
TCGA-91-7771-01A
0 years, male, white, stage:Stage IIB, alive, 492 days
0.1
TCGA-50-5051-01A
0 years, female, white, stage:Stage IIIA, dead, 478 days
0.1
TCGA-78-7161-01A
0 years, female, white, stage:Stage IIB, dead, 291 days
0.1
TCGA-49-AARE-01A
0 years, female, black or african american, stage:Stage IA, dead, 1229 days
0.1
TCGA-97-8175-01A
0 years, female, white, stage:Stage IB, alive, 551 days
0.1
TCGA-73-4659-01A
0 years, male, white, stage:Stage IIIA, dead, 711 days
0.1
TCGA-55-A494-01A
0 years, female, white, stage:Stage IB, alive, 481 days
0.1
TCGA-55-6970-01A
0 years, female, white, stage:Stage IIIA, dead, 464 days
0.1
TCGA-95-7039-01A
0 years, female, white, stage:Stage IIB, alive, 1272 days
0.1
TCGA-55-8510-01A
0 years, female, white, stage:Stage IB, alive, 539 days
0.1
TCGA-78-7163-01A
0 years, male, white, stage:Stage IB, alive, 7248 days
0.1
TCGA-95-7947-01A
0 years, male, white, stage:Stage IA, alive, 477 days
0.1
TCGA-97-8179-01A
0 years, male, white, stage:Stage IA, alive, 435 days
0.1
TCGA-78-8640-01A
0 years, male, stage:Stage IIA, alive, 7062 days
0.1
TCGA-55-7911-01A
0 years, female, white, stage:Stage IA, alive, 537 days
0.1
TCGA-55-7903-01A
0 years, male, white, stage:Stage IA, alive, 567 days
0.1
TCGA-95-7562-01A
0 years, male, black or african american, stage:Stage IIA, dead, 87 days
0.1
TCGA-86-7701-01A
0 years, male, white, stage:Stage IV, alive, 947 days
0.1
TCGA-50-5941-01A
0 years, female, white, stage:Stage IIIA, alive, 1474 days
0.1
TCGA-73-4668-01A
0 years, female, american indian or alaska native, stage:Stage IIB, alive, 467 days
0.1
TCGA-MP-A4T8-01A
0 years, male, stage:Stage IIIA, dead, 161 days
0.1
TCGA-49-AARO-01A
0 years, female, black or african american, stage:Stage IA, alive, 3759 days
0.1
TCGA-50-6593-01A
0 years, female, white, stage:Stage IIIA, dead, 336 days
0.1
TCGA-93-A4JO-01A
0 years, male, white, stage:Stage IA, dead, 33 days
0.1
TCGA-44-A4SS-01A
0 years, male, white, stage:Stage IA, alive, 415 days
0.1
TCGA-78-7167-01A
0 years, male, white, stage:Stage IV, dead, 2681 days
0.1
TCGA-55-7907-01A
0 years, male, white, stage:Stage IIA, dead, 343 days
0.1
TCGA-55-8203-01A
0 years, female, white, stage:Stage IA, alive, 547 days
0.1
TCGA-62-8399-01A
0 years, male, white, stage:Stage IIIA, alive, 2696 days
0.1
TCGA-50-7109-01A
0 years, male, white, stage:Stage IA, dead, 308 days
0.1
TCGA-55-8205-01A
0 years, female, white, stage:Stage IIA, alive, 599 days
0.1
TCGA-67-3772-01A
0 years, female, white, stage:Stage IB, alive, 573 days
0.1
TCGA-86-8073-01A
0 years, male, white, stage:Stage IB, alive, 740 days
0.1
TCGA-86-8669-01A
0 years, male, white, stage:Stage IA, alive, 938 days
0.1
TCGA-55-8085-01A
0 years, male, white, stage:Stage IA, alive, 904 days
0.1
TCGA-91-6831-01A
0 years, male, white, stage:Stage IB, alive, 310 days
0.1
TCGA-78-8660-01A
0 years, male, stage:Stage IIB, dead, 321 days
0.1
TCGA-86-8359-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
0.1
TCGA-MN-A4N5-01A
0 years, male, white, stage:Stage IA, alive, 84 days
0.1
TCGA-44-2655-01A
0 years, female, white, stage:Stage IA, alive, 1324 days
0.1
TCGA-55-7283-01A
0 years, female, white, stage:Stage IIIA, alive, 609 days
0.1
TCGA-69-7763-01A
0 years, male, white, stage:Stage IA, alive, 690 days
0.1
TCGA-55-6642-01A
0 years, male, white, stage:Stage IB, alive, 2449 days
0.1
TCGA-80-5608-01A
female, stage:Stage IA, alive, 2832 days
0.1
TCGA-44-2656-01A
0 years, male, white, stage:Stage IB, alive, 1429 days
0.1
TCGA-44-6778-01A
0 years, male, black or african american, stage:Stage IA, alive, 1864 days
0.1
TCGA-50-5946-01A
0 years, male, white, stage:Stage IA, alive, 1617 days
0.0
TCGA-44-3919-01A
0 years, female, white, stage:Stage IA, dead, 1026 days
0.0
TCGA-55-6983-01A
0 years, male, white, stage:Stage IIB, alive, 2823 days
0.0
TCGA-05-4430-01A
0 years, female, stage:Stage IB, alive, 761 days
0.0
TCGA-55-6987-01A
0 years, male, white, stage:Stage IA, alive, 2137 days
0.0
TCGA-55-6971-01A
0 years, female, white, stage:Stage IB, alive, 1400 days
0.0
TCGA-53-A4EZ-01A
0 years, male, white, stage:Stage IIA, alive, 1071 days
0.0
TCGA-55-8208-01A
0 years, female, white, stage:Stage IA, alive, 674 days
0.0
TCGA-95-8494-01A
0 years, male, white, stage:Stage IIA, alive, 84 days
0.0
TCGA-44-7671-01A
0 years, male, black or african american, stage:Stage IB, alive, 889 days
0.0
TCGA-64-1680-01A
0 years, male, white, stage:Stage IV, alive, 1126 days
0.0
TCGA-86-6562-01A
0 years, male, white, stage:Stage IIA, dead, 376 days
0.0
TCGA-55-8506-01A
0 years, female, white, stage:Stage IIB, alive, 11 days
0.0
TCGA-L9-A7SV-01A
0 years, male, black or african american, stage:Stage IIA, alive, 565 days
0.0
TCGA-99-8028-01A
0 years, female, black or african american, stage:Stage IA, alive, 1118 days
0.0
TCGA-97-A4M3-01A
0 years, female, white, stage:Stage IA, alive, 540 days
0.0
TCGA-49-AARQ-01A
0 years, female, black or african american, stage:Stage I, alive, 6732 days
0.0
TCGA-MP-A5C7-01A
0 years, female, white, stage:Stage IB, alive, 2248 days
0.0
TCGA-64-5775-01A
0 years, male, white, stage:Stage IIIA, dead, 62 days
0.0
TCGA-L9-A743-01A
0 years, male, black or african american, stage:Stage IIA, alive, 664 days
0.0
TCGA-91-A4BC-01A
0 years, male, white, stage:Stage IIA, alive, 44 days
0.0
TCGA-55-8507-01A
0 years, male, white, stage:Stage IA, alive, 418 days
0.0
TCGA-05-4418-01A
0 years, male, stage:Stage IIIA, dead, 274 days
0.0
TCGA-49-4514-01A
0 years, female, white, stage:Stage IA, alive, 1700 days
0.0
TCGA-55-5899-01A
0 years, male, white, stage:'--, alive, 930 days
0.0
TCGA-55-7994-01A
0 years, male, white, stage:Stage IIB, alive, 603 days
0.0
TCGA-64-5779-01A
0 years, male, white, stage:Stage IIIA, alive, 864 days
0.0
TCGA-50-6590-01A
0 years, female, white, stage:Stage IB, dead, 1288 days
0.0
TCGA-05-4405-01A
0 years, female, stage:Stage IB, alive, 610 days
0.0
TCGA-55-8514-01A
0 years, female, black or african american, stage:Stage IB, alive, 520 days
0.0
TCGA-L9-A444-01A
0 years, female, white, stage:Stage IA, alive, 307 days
0.0
TCGA-69-7979-01A
0 years, female, white, stage:Stage IB, alive, 408 days
0.0
TCGA-73-4662-01A
0 years, female, white, stage:Stage IA, alive, 2515 days
0.0
TCGA-44-A47G-01A
0 years, female, white, stage:Stage IA, alive, 351 days
0.0
TCGA-NJ-A4YG-01A
0 years, male, white, stage:Stage IB, alive, 2261 days
0.0
TCGA-55-7726-01A
0 years, female, white, stage:Stage IA, alive, 652 days
0.0
TCGA-05-4390-01A
0 years, female, stage:Stage IB, alive, 1126 days
0.0
TCGA-NJ-A4YF-01A
0 years, female, black or african american, stage:Stage IA, alive, 2161 days
0.0
TCGA-64-5774-01A
0 years, male, white, stage:Stage IB, alive, 2676 days
0.0
TCGA-55-7574-01A
0 years, female, white, stage:Stage IB, dead, 995 days
0.0
TCGA-62-A46R-01A
0 years, female, white, stage:Stage IB, dead, 1725 days
0.0
TCGA-49-4487-01A
0 years, female, white, stage:Stage IA, dead, 855 days
0.0
TCGA-L9-A50W-01A
0 years, male, black or african american, stage:Stage IIA, dead, 442 days
0.0
TCGA-55-8616-01A
0 years, female, white, stage:Stage IB, alive, 48 days
0.0
TCGA-MP-A4TD-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
0.0
TCGA-44-7662-01A
0 years, male, white, stage:Stage IB, alive, 218 days
0.0
TCGA-50-5045-01A
0 years, female, black or african american, stage:'--, dead, 2174 days
0.0
TCGA-95-A4VN-01A
0 years, female, white, stage:Stage IIA, alive, 553 days
0.0
TCGA-78-7159-01A
0 years, female, white, stage:Stage IA, alive, 1974 days
0.0
TCGA-93-8067-01A
0 years, male, asian, stage:Stage IB, alive, 186 days
0.0
TCGA-55-7281-01A
0 years, female, white, stage:Stage IA, alive, 872 days
0.0
TCGA-49-6761-01A
0 years, female, white, stage:Stage IIIA, alive, 354 days
0.0
TCGA-78-7537-01A
0 years, male, stage:Stage IB, dead, 1622 days
0.0
TCGA-55-A493-01A
0 years, female, white, stage:Stage IB, alive, 28 days
0.0
TCGA-44-7672-01A
0 years, female, white, stage:Stage IA, alive, 719 days
0.0
TCGA-35-4122-01A
0 years, male, white, stage:Stage IA, alive, 225 days
0.0
TCGA-62-A46S-01A
0 years, male, white, stage:Stage IB, dead, 1653 days
0.0
TCGA-44-3396-01A
0 years, female, white, stage:Stage IIIA, alive, 1130 days
0.0
TCGA-55-7910-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1040 days
0.0
TCGA-05-4417-01A
0 years, female, stage:Stage IB, alive, 455 days
0.0
TCGA-05-5425-01A
0 years, male, stage:Stage IIB, alive, 882 days
0.0
TCGA-73-4658-01A
0 years, female, white, stage:Stage IB, dead, 1600 days
0.0
TCGA-86-6851-01A
0 years, female, white, stage:Stage IIA, alive, 179 days
0.0
TCGA-49-AAR2-01A
0 years, male, black or african american, stage:Stage IB, alive, 2224 days
0.0
TCGA-05-4382-01A
0 years, male, stage:Stage IB, alive, 607 days
0.0
TCGA-49-4510-01A
0 years, female, black or african american, stage:Stage IIB, dead, 896 days
0.0
TCGA-MP-A4TE-01A
0 years, male, white, stage:Stage IIA, dead, 896 days
0.0
TCGA-86-7713-01A
0 years, male, white, stage:Stage IIA, alive, 1157 days
0.0
TCGA-73-4677-01A
0 years, male, white, stage:'--, dead, 38 days
0.0
TCGA-05-4398-01A
0 years, female, stage:Stage IIIB, alive, 1431 days
0.0
TCGA-91-6828-01A
0 years, male, white, stage:Stage IA, alive, 323 days
0.0
TCGA-44-8120-01A
0 years, male, black or african american, stage:Stage IB, alive, 260 days
0.0
TCGA-78-7542-01A
0 years, male, white, stage:Stage IB, dead, 321 days
0.0
TCGA-55-A490-01A
0 years, male, white, stage:Stage IIA, dead, 99 days
0.0
TCGA-NJ-A4YP-01A
0 years, male, white, stage:Stage IB, alive, 50 days
0.0
TCGA-86-7955-01A
0 years, male, white, stage:Stage IB, alive, 1072 days
0.0
TCGA-05-4427-01A
0 years, female, stage:Stage IIB, alive, 791 days
0.0
TCGA-97-7554-01A
0 years, female, white, stage:Stage IIIA, alive, 775 days
0.0
TCGA-50-5933-01A
0 years, male, white, stage:Stage IIIB, dead, 2393 days
0.0
TCGA-55-8092-01A
0 years, male, white, stage:Stage IIB, dead, 154 days
0.0
TCGA-55-8511-01A
0 years, female, white, stage:Stage IB, alive, 552 days
0.0
TCGA-55-8615-01A
0 years, male, white, stage:Stage IIIA, alive, 446 days
0.0
TCGA-78-7535-01A
0 years, male, white, stage:Stage IB, dead, 949 days
0.0
TCGA-MP-A4TK-01A
0 years, female, stage:Stage IIB, dead, 582 days
0.0
TCGA-73-4666-01A
0 years, female, white, stage:Stage IV, alive, 800 days
0.0
TCGA-44-2668-01A
0 years, male, white, stage:Stage IB, dead, 761 days
0.0
TCGA-91-6849-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 35 days
0.0
TCGA-55-8508-01A
0 years, female, black or african american, stage:Stage IIA, alive, 617 days
0.0
TCGA-44-8117-01A
0 years, female, white, stage:Stage IB, alive, 385 days
0.0
TCGA-64-1678-01A
0 years, female, white, stage:'--, alive, 1189 days
0.0
TCGA-71-6725-01A
0 years, female, asian, stage:Stage IB, alive, 256 days
0.0
TCGA-86-8674-01A
0 years, male, white, stage:Stage IIA, alive, 806 days
0.0
TCGA-L4-A4E5-01A
0 years, female, white, stage:Stage I, alive, 578 days
0.0
TCGA-55-7914-01A
0 years, female, white, stage:Stage IIA, dead, 187 days
0.0
TCGA-55-A48Y-01A
0 years, male, white, stage:Stage IIA, alive, 630 days
0.0
TCGA-86-A4JF-01A
0 years, male, white, stage:Stage IIB, dead, 737 days
0.0
TCGA-73-4670-01A
0 years, female, white, stage:Stage IV, alive, 131 days
0.0
TCGA-78-7536-01A
0 years, male, white, stage:Stage IIIA, dead, 244 days
0.0
TCGA-73-4676-01A
0 years, male, white, stage:Stage IIA, dead, 281 days
0.0
TCGA-44-A479-01A
0 years, female, black or african american, stage:Stage IB, alive, 486 days
0.0
TCGA-49-4488-01A
0 years, female, white, stage:Stage IA, dead, 869 days
0.0
TCGA-55-8094-01A
0 years, male, white, stage:Stage IV, alive, 541 days
0.0
TCGA-67-3773-01A
0 years, female, white, stage:Stage IB, alive, 427 days
0.0
TCGA-73-A9RS-01A
0 years, male, black or african american, stage:Stage IIB, dead, 340 days
0.0
TCGA-86-A4D0-01A
0 years, male, white, stage:Stage IIA, dead, 116 days
0.0
TCGA-38-4629-01A
0 years, male, white, stage:Stage IIB, dead, 864 days
0.0
TCGA-44-3918-01A
0 years, female, white, stage:Stage IA, alive, 1036 days
0.0
TCGA-49-4494-01A
0 years, male, white, stage:Stage IIIA, dead, 1081 days
0.0
TCGA-NJ-A4YI-01A
0 years, female, white, stage:Stage IIIA, dead, 4 days
0.0
TCGA-53-7813-01A
0 years, female, white, stage:Stage IIIB, alive, 424 days
0.0
TCGA-05-4425-01A
0 years, female, stage:Stage IV, alive, 669 days
0.0
TCGA-64-5778-01A
0 years, male, white, stage:Stage IB, alive, 1305 days
0.0
TCGA-38-4632-01A
0 years, male, black or african american, stage:Stage IV, dead, 1357 days
0.0
TCGA-86-8672-01A
0 years, male, white, stage:Stage IIB, dead, 19 days
0.0
TCGA-50-5066-01A
0 years, male, black or african american, stage:Stage IB, alive, 1442 days
0.0
TCGA-78-8662-01A
0 years, female, stage:Stage IB, dead, 3361 days
0.0
TCGA-62-A470-01A
0 years, male, white, stage:Stage IB, dead, 1194 days
0.0
TCGA-44-7667-01A
0 years, female, white, stage:Stage IIB, alive, 1097 days
0.0
TCGA-4B-A93V-01A
0 years, female, black or african american, stage:Stage IA, dead, 300 days
0.0
TCGA-64-5781-01A
0 years, female, white, stage:Stage IB, alive, 1559 days
0.0
TCGA-05-4420-01A
0 years, male, stage:Stage IB, alive, 912 days
0.0
TCGA-86-7711-01A
0 years, male, white, stage:Stage IIA, dead, 1046 days
0.0
TCGA-95-7567-01A
0 years, male, white, stage:Stage IIB, alive, 568 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.
Survival analysis data not available.
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
0.5
Number of samples
105
Samples
Sample
Description
TPM
L829
0 years, male, stage:Stage IA, alive, 2173 days
3.1
L613
0 years, male, stage:Stage IIIA, dead, 19 days
2.6
L851
0 years, male, stage:Stage IB, dead, 1315 days
2.1
L530
0 years, female, stage:Stage IIA, dead, 308 days
2.0
L619
0 years, female, stage:Stage IIIA, dead, 1905 days
1.8
L567
0 years, female, stage:Stage IIIA, dead, 1299 days
1.8
L546
0 years, male, stage:Stage IA, dead, 973 days
1.8
L440
0 years, male, stage:Stage IIB, dead, 651 days
1.8
L683
0 years, female, stage:Stage IIA, dead, 612 days
1.6
L462
0 years, male, stage:Stage IIIA, dead, 568 days
1.5
L484
0 years, female, stage:Stage IA, alive, 2895 days
1.5
L557
0 years, female, stage:Stage IB, alive, 2580 days
1.4
L439
0 years, male, stage:Stage IIB, dead, 2773 days
1.4
L778
0 years, female, stage:Stage IA, alive, 1600 days
1.4
L504
0 years, female, stage:Stage IA, dead, 1295 days
1.3
L885
0 years, female, stage:Stage IA, alive, 1618 days
1.2
L400
0 years, male, stage:Stage IIA, dead, 1233 days
1.2
L867
0 years, female, stage:Stage IIIA, dead, 317 days
1.2
L404
0 years, female, stage:Stage IIA, dead, 2318 days
1.2
L607
0 years, male, stage:Stage IB, alive, 2572 days
1.1
L832
0 years, female, stage:Stage IA, alive, 2145 days
1.1
L605
0 years, female, stage:Stage IA, alive, 2460 days
1.0
L695
0 years, female, stage:Stage IB, dead, 1762 days
1.0
L543
0 years, male, stage:Stage IA, alive, 2711 days
1.0
L850
0 years, male, stage:Stage IIIA, dead, 997 days
0.8
L569
0 years, female, stage:Stage IA, alive, 2531 days
0.8
L816
0 years, female, stage:Stage IIA, dead, 353 days
0.8
L606
0 years, male, stage:Stage IA, alive, 2336 days
0.8
L455
0 years, female, stage:Stage IA, alive, 3315 days
0.8
L678
0 years, female, stage:Stage IB, dead, 1114 days
0.7
L782
0 years, female, stage:Stage IIB, alive, 3371 days
0.7
L826
0 years, female, stage:Stage IV, dead, 935 days
0.7
L842
0 years, female, stage:Stage IB, alive, 2005 days
0.7
L612
0 years, female, stage:Stage IIIA, alive, 2410 days
0.6
L865
0 years, female, stage:Stage IIB, alive, 1927 days
0.6
L626
0 years, female, stage:Stage IA, dead, 1994 days
0.6
L703
0 years, male, stage:Stage IIA, dead, 1137 days
0.6
L875
0 years, female, stage:Stage IA, alive, 1675 days
0.5
L768
0 years, male, stage:Stage IIIA, dead, 472 days
0.4
L828
0 years, female, stage:Stage IIB, alive, 2222 days
0.4
L682
0 years, female, stage:Stage IIB, dead, 840 days
0.3
L872
0 years, female, stage:Stage IA, alive, 1793 days
0.3
L620
0 years, female, stage:Stage IIIA, dead, 338 days
0.3
L773
0 years, female, stage:Stage IV, dead, 311 days
0.3
L541
0 years, female, stage:Stage IIIA, dead, 915 days
0.2
L874
0 years, female, stage:Stage IIIA, alive, 1733 days
0.2
L728
0 years, male, stage:Stage IIB, dead, 1128 days
0.2
L802
0 years, female, stage:Stage IA, dead, 773 days
0.2
L603
0 years, female, stage:Stage IB, dead, 972 days
0.2
L511
0 years, female, stage:Stage IIIA, alive, 2942 days
0.2
L814
0 years, male, stage:Stage IIIA, alive, 2466 days
0.2
L561
0 years, female, stage:Stage IA, alive, 2543 days
0.2
L710
0 years, female, stage:Stage IIA, alive, 1775 days
0.2
L673
0 years, female, stage:Stage IA, dead, 568 days
0.1
L752
0 years, male, stage:Stage IIIA, alive, 1647 days
0.1
L877
0 years, female, stage:Stage IA, alive, 1599 days
0.1
L764
0 years, male, stage:Stage IIIA, alive, 1684 days
0.1
L413
0 years, female, stage:Stage IIIA, dead, 313 days
0.1
L662
0 years, male, stage:Stage IA, dead, 865 days
0.1
L810
0 years, female, stage:Stage IIIA, dead, 625 days
0.1
L688
0 years, male, stage:Stage IIIA, dead, 789 days
0.1
L808
0 years, female, stage:Stage IA, alive, 3001 days
0.1
L585
0 years, female, stage:Stage IIA, dead, 402 days
0.1
L689
0 years, male, stage:Stage IA, alive, 1943 days
0.1
L621
0 years, female, stage:Stage IIIA, dead, 1487 days
0.1
L601
0 years, male, stage:Stage IB, dead, 2068 days
0.1
L746
0 years, female, stage:Stage IIIA, dead, 594 days
0.1
L565
0 years, female, stage:Stage IB, dead, 543 days
0.1
L473
0 years, female, stage:Stage IA, alive, 3021 days
0.1
L566
0 years, male, stage:Stage IB, alive, 2489 days
0.1
L731
0 years, female, stage:Stage IA, dead, 964 days
0.1
L617
0 years, male, stage:Stage IIIA, dead, 238 days
0.1
L791
0 years, female, stage:Stage IIIA, dead, 368 days
0.1
L738
0 years, female, stage:Stage IB, dead, 1314 days
0.1
L593
0 years, male, stage:Stage IA, dead, 2436 days
0.1
L446
0 years, female, stage:Stage IIB, dead, 415 days
0.1
L735
0 years, female, stage:Stage IA, alive, 1830 days
0.1
L871
0 years, male, stage:Stage IB, dead, 873 days
0.1
L766
0 years, male, stage:Stage IB, alive, 1793 days
0.1
L887
0 years, male, stage:Stage IA, dead, 374 days
0.1
L602
0 years, female, stage:Stage IA, alive, 2277 days
0.1
L656
0 years, male, stage:Stage IA, alive, 2227 days
0.1
L800
0 years, female, stage:Stage IA, dead, 2417 days
0.1
L831
0 years, female, stage:Stage IB, alive, 2152 days
0.0
L616
0 years, male, stage:Stage IA, dead, 410 days
0.0
L838
0 years, female, stage:Stage IA, dead, 1005 days
0.0
L638
0 years, male, stage:Stage IA, alive, 2076 days
0.0
L545
0 years, female, stage:Stage IA, alive, 2874 days
0.0
L458
0 years, female, stage:Stage IA, dead, 223 days
0.0
L890
0 years, female, stage:Stage IIB, dead, 1264 days
0.0
L630
0 years, female, stage:Stage IA, dead, 1733 days
0.0
L663
0 years, female, stage:Stage IB, alive, 2018 days
0.0
L493
0 years, female, stage:Stage IIB, alive, 2945 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.
CNNM1 is not prognostic in Lung Squamous 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
1.4
Number of samples
489
Samples
Sample
Description
TPM
TCGA-68-7755-01A
0 years, female, white, stage:Stage IIA, alive, 83 days
14.0
TCGA-O2-A52S-01A
0 years, female, white, stage:Stage III, dead, 387 days
11.2
TCGA-63-A5ML-01A
0 years, male, stage:Stage IB, alive, 1386 days
8.5
TCGA-63-A5MP-01A
0 years, male, stage:Stage IIB, alive, 769 days
7.6
TCGA-77-8128-01A
0 years, male, stage:Stage IIIA, dead, 1150 days
7.3
TCGA-21-1080-01A
0 years, male, white, stage:Stage IB, alive, 3724 days
7.3
TCGA-77-7141-01A
0 years, male, white, stage:Stage IB, alive, 15 days
7.2
TCGA-NC-A5HL-01A
0 years, male, white, stage:Stage IIA, dead, 88 days
7.1
TCGA-94-8490-01A
0 years, male, white, stage:Stage IIB, alive, 153 days
6.8
TCGA-77-A5GF-01A
0 years, male, stage:Stage IIA, dead, 840 days
6.1
TCGA-34-7107-01A
0 years, male, white, stage:Stage II, dead, 34 days
5.7
TCGA-77-8150-01A
0 years, male, stage:Stage IIIA, dead, 1655 days
5.7
TCGA-66-2794-01A
0 years, male, stage:Stage IIIB, alive, 1645 days
5.6
TCGA-37-A5EN-01A
0 years, male, white, stage:Stage IIIB, alive, 660 days
5.6
TCGA-37-A5EL-01A
0 years, male, white, stage:Stage IIB, dead, 1143 days
5.5
TCGA-77-6845-01A
0 years, male, white, stage:Stage IIB, dead, 708 days
5.5
TCGA-77-8154-01A
0 years, male, stage:Stage IA, alive, 1841 days
5.4
TCGA-77-7139-01A
0 years, male, white, stage:Stage IIB, alive, 4261 days
5.4
TCGA-63-A5MJ-01A
0 years, male, stage:Stage IIB, alive, 1824 days
5.2
TCGA-77-7142-01A
0 years, female, white, stage:Stage IB, alive, 2227 days
5.2
TCGA-85-8277-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
5.1
TCGA-60-2722-01A
0 years, male, white, stage:Stage IIB, alive, 908 days
5.1
TCGA-56-A4BX-01A
0 years, male, white, stage:Stage IIA, alive, 405 days
4.9
TCGA-63-7023-01A
male, stage:Stage IIA, alive, 1682 days
4.9
TCGA-L3-A524-01A
0 years, female, white, stage:Stage IIB, dead, 490 days
4.9
TCGA-18-4083-01A
0 years, male, white, stage:Stage IIB, dead, 188 days
4.8
TCGA-18-5595-01A
0 years, male, stage:Stage IB, dead, 827 days
4.8
TCGA-92-7341-01A
0 years, male, white, stage:Stage IB, alive, 106 days
4.7
TCGA-66-2792-01A
0 years, male, stage:Stage IIB, alive, 913 days
4.6
TCGA-56-7730-01A
0 years, male, white, stage:Stage IIA, dead, 198 days
4.6
TCGA-58-A46N-01A
0 years, male, white, stage:Stage IB, alive, 910 days
4.5
TCGA-34-5231-01A
0 years, male, white, stage:Stage IA, dead, 1984 days
4.4
TCGA-22-5491-01A
0 years, male, white, stage:Stage IA, dead, 1713 days
4.4
TCGA-J1-A4AH-01A
0 years, male, white, stage:Stage IIA, alive, 581 days
4.3
TCGA-22-A5C4-01A
0 years, male, white, stage:Stage IIA, alive, 671 days
4.1
TCGA-63-A5MB-01A
0 years, male, stage:Stage IB, alive, 3123 days
4.1
TCGA-77-A5G6-01A
0 years, male, stage:Stage IIIA, dead, 678 days
4.1
TCGA-NC-A5HP-01A
0 years, male, white, stage:Stage IV, dead, 770 days
4.0
TCGA-77-8148-01A
0 years, male, stage:Stage IIIA, alive, 2023 days
4.0
TCGA-21-1072-01A
0 years, male, white, stage:Stage IB, alive, 3016 days
4.0
TCGA-43-6143-01A
0 years, male, white, stage:Stage IB, alive, 699 days
3.9
TCGA-70-6723-01A
0 years, male, asian, stage:Stage IIA, alive, 375 days
3.9
TCGA-85-8071-01A
0 years, male, white, stage:Stage IIA, alive, 815 days
3.9
TCGA-60-2711-01A
0 years, female, white, stage:Stage IB, alive, 1260 days
3.8
TCGA-94-A5I4-01A
0 years, male, white, stage:Stage IIA, alive, 491 days
3.8
TCGA-43-7657-01A
0 years, female, white, stage:Stage IA, alive, 236 days
3.8
TCGA-33-AASJ-01A
0 years, male, black or african american, stage:Stage IB, dead, 3600 days
3.7
TCGA-85-8352-01A
0 years, male, white, stage:Stage IIIA, dead, 161 days
3.7
TCGA-43-A474-01A
0 years, male, white, stage:Stage IIA, alive, 353 days
3.6
TCGA-77-8153-01A
0 years, female, stage:Stage IB, alive, 1992 days
3.5
TCGA-85-7696-01A
0 years, male, white, stage:Stage IA, alive, 1111 days
3.5
TCGA-96-A4JK-01A
0 years, male, white, stage:Stage IIA, alive, 589 days
3.5
TCGA-85-A512-01A
0 years, male, white, stage:Stage IIA, alive, 465 days
3.5
TCGA-43-8118-01A
0 years, female, white, stage:Stage IA, dead, 89 days
3.4
TCGA-33-4532-01A
0 years, male, white, stage:Stage IB, dead, 3924 days
3.4
TCGA-60-2716-01A
0 years, male, stage:Stage IIB, alive, 1475 days
3.4
TCGA-21-5787-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 329 days
3.3
TCGA-NK-A5D1-01A
0 years, male, white, stage:Stage IIA, alive, 511 days
3.3
TCGA-56-A4ZK-01A
0 years, female, white, stage:Stage IB, alive, 570 days
3.3
TCGA-51-6867-01A
0 years, female, white, stage:Stage I, dead, 1856 days
3.3
TCGA-39-5037-01A
0 years, male, white, stage:Stage IIA, alive, 1690 days
3.3
TCGA-21-5786-01A
0 years, male, white, stage:Stage IB, alive, 1032 days
3.3
TCGA-77-6843-01A
0 years, male, white, stage:Stage IIA, dead, 2224 days
3.3
TCGA-56-7582-01A
0 years, male, white, stage:Stage IB, alive, 601 days
3.2
TCGA-77-A5GA-01A
0 years, male, stage:Stage IB, alive, 1280 days
3.2
TCGA-92-8063-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
3.2
TCGA-85-8276-01A
0 years, male, white, stage:Stage IIA, alive, 1050 days
3.1
TCGA-33-4587-01A
0 years, female, white, stage:Stage IB, dead, 1656 days
3.1
TCGA-43-A475-01A
0 years, female, white, stage:Stage IIB, alive, 296 days
3.1
TCGA-77-A5G3-01A
0 years, male, stage:Stage IIB, alive, 4570 days
3.0
TCGA-77-8009-01A
0 years, male, stage:Stage IIB, dead, 1695 days
3.0
TCGA-34-8456-01A
0 years, female, white, stage:Stage IIA, alive, 804 days
3.0
TCGA-NC-A5HD-01A
0 years, male, white, stage:Stage IIB, dead, 2 days
2.9
TCGA-66-2793-01A
0 years, male, stage:Stage IIIB, dead, 306 days
2.9
TCGA-98-A538-01A
0 years, male, white, stage:Stage IIB, alive, 826 days
2.9
TCGA-NC-A5HN-01A
0 years, male, white, stage:Stage IIA, alive, 1499 days
2.9
TCGA-58-8392-01A
0 years, male, white, stage:Stage IB, dead, 501 days
2.9
TCGA-18-3416-01A
0 years, male, stage:Stage IIB, dead, 973 days
2.8
TCGA-56-8083-01A
0 years, male, white, stage:Stage IB, alive, 150 days
2.7
TCGA-85-A5B5-01A
0 years, male, white, stage:Stage IA, alive, 111 days
2.7
TCGA-66-2790-01A
0 years, male, stage:Stage IIB, alive, 699 days
2.7
TCGA-85-A4CL-01A
0 years, male, white, stage:Stage IA, dead, 921 days
2.7
TCGA-56-8308-01A
0 years, male, white, stage:Stage IIB, alive, 517 days
2.7
TCGA-21-1083-01A
0 years, male, white, stage:Stage IA, dead, 1315 days
2.7
TCGA-22-5482-01A
0 years, male, white, stage:Stage IB, dead, 357 days
2.7
TCGA-68-A59I-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 492 days
2.6
TCGA-NC-A5HH-01A
0 years, male, white, stage:Stage IA, alive, 37 days
2.6
TCGA-58-A46M-01A
0 years, male, white, stage:Stage IIB, alive, 1072 days
2.6
TCGA-33-4583-01A
0 years, male, white, stage:Stage IA, dead, 4601 days
2.6
TCGA-63-A5MW-01A
0 years, male, stage:Stage IB, alive, 1639 days
2.6
TCGA-22-4593-01A
0 years, male, white, stage:Stage IIA, dead, 1067 days
2.5
TCGA-98-A53I-01A
0 years, male, white, stage:Stage IIA, alive, 565 days
2.5
TCGA-58-A46K-01A
0 years, male, white, stage:Stage IIIA, dead, 1045 days
2.5
TCGA-66-2781-01A
0 years, male, stage:Stage IB, alive, 121 days
2.5
TCGA-52-7809-01A
0 years, male, white, stage:Stage IB, dead, 166 days
2.5
TCGA-85-A50Z-01A
0 years, male, white, stage:Stage IIA, alive, 493 days
2.5
TCGA-63-7020-01A
male, stage:Stage IA, alive, 2133 days
2.4
TCGA-51-4081-01A
0 years, male, white, stage:Stage IIB, alive, 911 days
2.4
TCGA-39-5016-01A
0 years, male, white, stage:Stage IIA, alive, 3850 days
2.4
TCGA-56-A4BW-01A
0 years, male, white, stage:Stage IIA, alive, 585 days
2.4
TCGA-66-2791-01A
0 years, male, stage:Stage IIIB, dead, 153 days
2.4
TCGA-22-5477-01A
0 years, male, white, stage:Stage IA, dead, 1346 days
2.4
TCGA-22-5481-01A
0 years, female, white, stage:Stage IIB, dead, 2409 days
2.4
TCGA-92-8065-01A
0 years, female, white, stage:Stage IIB, alive, 70 days
2.3
TCGA-56-8504-01A
0 years, male, white, stage:Stage IB, alive, 510 days
2.3
TCGA-58-8391-01A
0 years, female, white, stage:Stage IIIA, alive, 2167 days
2.3
TCGA-33-4533-01A
0 years, female, black or african american, stage:Stage IB, alive, 4068 days
2.3
TCGA-43-7658-01A
0 years, female, white, stage:Stage IA, dead, 2378 days
2.3
TCGA-77-7337-01A
0 years, male, white, stage:Stage IIB, dead, 3253 days
2.3
TCGA-85-A4QR-01A
0 years, male, white, stage:Stage IB, alive, 600 days
2.2
TCGA-85-8350-01A
0 years, male, white, stage:Stage IA, alive, 683 days
2.2
TCGA-60-2724-01A
0 years, male, white, stage:Stage IIIA, alive, 717 days
2.2
TCGA-22-5485-01A
0 years, female, white, stage:Stage IA, dead, 916 days
2.2
TCGA-43-2581-01A
0 years, female, white, stage:Stage IIIA, alive, 1176 days
2.2
TCGA-22-4591-01A
0 years, male, white, stage:Stage IIIA, dead, 623 days
2.2
TCGA-39-5035-01A
0 years, female, white, stage:Stage IA, alive, 2080 days
2.2
TCGA-NC-A5HR-01A
0 years, female, white, stage:Stage IIA, alive, 1244 days
2.1
TCGA-21-1077-01A
0 years, male, white, stage:Stage IIB, dead, 1058 days
2.1
TCGA-22-4601-01A
0 years, female, white, stage:Stage IIIA, dead, 1057 days
2.1
TCGA-22-4604-01A
0 years, male, white, stage:Stage IIA, dead, 399 days
2.1
TCGA-60-2698-01A
0 years, male, white, stage:Stage IIB, dead, 311 days
2.1
TCGA-34-2596-01A
0 years, male, white, stage:Stage IIB, dead, 80 days
2.1
TCGA-66-2800-01A
0 years, male, stage:Stage IIIB, alive, 1492 days
2.0
TCGA-MF-A522-01A
0 years, male, white, stage:Stage IB, dead, 360 days
2.0
TCGA-94-A4VJ-01A
0 years, female, white, stage:Stage IA, alive, 430 days
2.0
TCGA-85-7697-01A
0 years, male, white, stage:Stage IIB, alive, 1063 days
2.0
TCGA-22-0944-01A
0 years, male, white, stage:Stage IB, dead, 223 days
2.0
TCGA-85-7843-01A
0 years, male, white, stage:Stage IIA, alive, 35 days
2.0
TCGA-77-8133-01A
0 years, male, stage:Stage IIA, dead, 1640 days
1.9
TCGA-77-8145-01A
0 years, male, stage:Stage IIIB, dead, 212 days
1.9
TCGA-68-A59J-01A
0 years, female, white, stage:Stage IB, alive, 448 days
1.9
TCGA-85-8052-01A
0 years, male, white, stage:Stage IIB, alive, 734 days
1.9
TCGA-63-A5MI-01A
0 years, male, stage:Stage IIIA, alive, 1784 days
1.9
TCGA-85-8288-01A
0 years, male, white, stage:Stage IIA, dead, 402 days
1.9
TCGA-77-6844-01A
0 years, male, white, stage:Stage IIIA, dead, 2284 days
1.8
TCGA-90-A4EE-01A
0 years, male, white, stage:Stage IIA, alive, 688 days
1.8
TCGA-43-8115-01A
0 years, female, white, stage:Stage IIA, alive, 407 days
1.8
TCGA-22-5471-01A
0 years, male, white, stage:Stage IB, alive, 1845 days
1.8
TCGA-56-A4BY-01A
0 years, male, white, stage:Stage IB, dead, 543 days
1.8
TCGA-94-7557-01A
0 years, male, black or african american, stage:Stage IB, dead, 5 days
1.8
TCGA-18-4086-01A
0 years, male, stage:Stage IB, dead, 85 days
1.8
TCGA-58-8386-01A
0 years, male, stage:Stage IV, dead, 1 days
1.8
TCGA-18-5592-01A
0 years, male, stage:Stage IIB, alive, 1519 days
1.8
TCGA-85-8666-01A
0 years, male, white, stage:Stage IB, dead, 687 days
1.8
TCGA-85-8582-01A
0 years, male, white, stage:Stage IA, alive, 1160 days
1.7
TCGA-66-2777-01A
0 years, male, stage:Stage IB, alive, 61 days
1.7
TCGA-98-A53B-01A
0 years, male, white, stage:Stage IB, dead, 61 days
1.7
TCGA-96-7545-01A
0 years, male, white, stage:Stage IA, dead, 1736 days
1.7
TCGA-85-6798-01A
0 years, male, white, stage:Stage IIIA, dead, 195 days
1.7
TCGA-LA-A7SW-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 408 days
1.7
TCGA-18-3411-01A
0 years, female, stage:Stage IIIA, alive, 3576 days
1.7
TCGA-77-7338-01A
0 years, male, white, stage:Stage IB, dead, 5 days
1.7
TCGA-98-8022-01A
0 years, male, white, stage:Stage IA, dead, 933 days
1.7
TCGA-18-3412-01A
0 years, male, white, stage:Stage IB, dead, 345 days
1.7
TCGA-22-5474-01A
0 years, male, white, stage:Stage IB, dead, 445 days
1.6
TCGA-66-2773-01A
0 years, male, stage:Stage IB, dead, 92 days
1.6
TCGA-21-5783-01A
0 years, male, white, stage:Stage IB, dead, 2680 days
1.6
TCGA-O2-A52V-01A
0 years, female, black or african american, stage:Stage II, dead, 1335 days
1.6
TCGA-56-7223-01A
0 years, male, white, stage:Stage IIIA, dead, 442 days
1.6
TCGA-51-4080-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 12 days
1.6
TCGA-34-5240-01A
0 years, female, white, stage:Stage IIB, alive, 1541 days
1.6
TCGA-NC-A5HE-01A
0 years, male, white, stage:Stage IIB, alive, 2336 days
1.6
TCGA-77-7463-01A
0 years, male, white, stage:Stage IB, dead, 1423 days
1.6
TCGA-56-A62T-01A
0 years, male, black or african american, stage:Stage IIA, alive, 440 days
1.6
TCGA-96-7544-01A
0 years, male, white, stage:Stage IIB, dead, 2160 days
1.6
TCGA-43-6770-01A
0 years, female, black or african american, stage:Stage IB, alive, 653 days
1.6
TCGA-58-8393-01A
0 years, female, white, stage:Stage IB, alive, 1058 days
1.6
TCGA-94-7943-01A
0 years, male, white, stage:Stage IA, alive, 559 days
1.6
TCGA-77-8144-01A
0 years, male, stage:Stage IB, alive, 833 days
1.6
TCGA-52-7622-01A
0 years, female, white, stage:Stage IA, alive, 862 days
1.6
TCGA-56-1622-01A
0 years, male, white, stage:Stage IB, dead, 881 days
1.6
TCGA-85-7844-01A
0 years, male, white, stage:Stage IB, alive, 911 days
1.6
TCGA-85-A4CN-01A
0 years, female, white, stage:Stage IIB, alive, 1038 days
1.6
TCGA-39-5027-01A
0 years, male, white, stage:Stage IB, alive, 3108 days
1.6
TCGA-21-1071-01A
0 years, male, white, stage:Stage IB, dead, 1426 days
1.6
TCGA-63-A5MV-01A
0 years, male, stage:Stage IIA, alive, 1100 days
1.5
TCGA-94-A5I6-01A
0 years, male, white, stage:Stage IIB, alive, 538 days
1.5
TCGA-66-2795-01A
0 years, male, stage:Stage IIIB, alive, 122 days
1.5
TCGA-60-2695-01A
0 years, female, white, stage:Stage IB, alive, 642 days
1.5
TCGA-46-3768-01A
0 years, male, white, stage:Stage IIIA, dead, 299 days
1.5
TCGA-18-3421-01A
0 years, male, white, stage:Stage IB, alive, 2645 days
1.5
TCGA-66-2757-01A
0 years, female, stage:Stage IA, dead, 1338 days
1.5
TCGA-33-AAS8-01A
0 years, female, black or african american, stage:Stage IA, dead, 1114 days
1.5
TCGA-NC-A5HM-01A
0 years, male, white, stage:Stage IB, alive, 1212 days
1.5
TCGA-18-3408-01A
0 years, female, white, stage:Stage IB, dead, 2304 days
1.5
TCGA-22-5473-01A
0 years, male, white, stage:'--, dead, 1933 days
1.5
TCGA-85-8353-01A
0 years, male, white, stage:Stage IIIA, dead, 94 days
1.4
TCGA-33-A5GW-01A
0 years, male, white, stage:Stage IIA, dead, 9 days
1.4
TCGA-60-2712-01A
0 years, female, white, stage:Stage IIB, dead, 274 days
1.4
TCGA-60-2696-01A
0 years, female, black or african american, stage:Stage IIA, dead, 109 days
1.4
TCGA-34-5232-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2471 days
1.4
TCGA-60-2726-01A
0 years, male, white, stage:Stage IIA, dead, 358 days
1.4
TCGA-39-5036-01A
0 years, male, white, stage:Stage IB, alive, 2165 days
1.4
TCGA-66-2768-01A
0 years, male, stage:Stage IIB, alive, 61 days
1.4
TCGA-60-2708-01A
0 years, female, white, stage:Stage IIB, alive, 2447 days
1.4
TCGA-21-1081-01A
0 years, male, white, stage:Stage IIB, dead, 284 days
1.3
TCGA-18-3415-01A
0 years, male, stage:Stage IB, dead, 2803 days
1.3
TCGA-34-8454-01A
0 years, female, white, stage:Stage IIIA, alive, 1180 days
1.3
TCGA-22-4599-01A
0 years, female, white, stage:Stage IB, dead, 1161 days
1.3
TCGA-66-2770-01A
0 years, male, stage:Stage IB, alive, 700 days
1.3
TCGA-66-2786-01A
0 years, female, stage:Stage IA, alive, 790 days
1.2
TCGA-96-8170-01A
0 years, female, white, stage:Stage IIA, alive, 531 days
1.2
TCGA-56-5898-01A
0 years, male, white, stage:Stage IA, alive, 555 days
1.2
TCGA-NC-A5HQ-01A
0 years, male, white, stage:Stage IIIA, dead, 448 days
1.2
TCGA-66-2742-01A
0 years, male, stage:Stage IV, alive, 641 days
1.2
TCGA-O2-A5IB-01A
0 years, female, white, stage:Stage III, dead, 340 days
1.2
TCGA-98-8021-01A
0 years, female, white, stage:Stage IA, alive, 937 days
1.2
TCGA-43-3394-01A
0 years, male, black or african american, stage:Stage IB, dead, 1190 days
1.2
TCGA-56-7579-01A
0 years, male, white, stage:Stage IIIA, dead, 951 days
1.2
TCGA-58-A46L-01A
0 years, male, white, stage:Stage IIIA, alive, 1723 days
1.2
TCGA-51-4079-01A
0 years, female, black or african american, stage:Stage IB, dead, 12 days
1.2
TCGA-NC-A5HT-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.1
TCGA-56-8629-01A
0 years, male, white, stage:Stage IIA, alive, 481 days
1.1
TCGA-90-7964-01A
0 years, male, white, stage:Stage IB, alive, 428 days
1.1
TCGA-39-5021-01A
0 years, male, white, stage:Stage IB, dead, 2086 days
1.1
TCGA-56-7221-01A
0 years, male, white, stage:Stage IB, alive, 608 days
1.1
TCGA-39-5019-01A
0 years, male, white, stage:Stage IB, alive, 3387 days
1.1
TCGA-77-7138-01A
0 years, male, stage:Stage IB, dead, 340 days
1.1
TCGA-XC-AA0X-01A
0 years, female, black or african american, stage:Stage IA, dead, 6 days
1.1
TCGA-63-A5MR-01A
0 years, female, stage:Stage IB, alive, 2716 days
1.1
TCGA-77-8139-01A
0 years, male, stage:Stage IIB, alive, 3166 days
1.1
TCGA-22-4613-01A
0 years, female, white, stage:Stage IA, dead, 358 days
1.1
TCGA-85-8355-01A
0 years, male, white, stage:Stage IA, alive, 61 days
1.1
TCGA-39-5031-01A
0 years, female, stage:Stage IA, dead, 1841 days
1.1
TCGA-98-A53A-01A
0 years, male, black or african american, stage:Stage IB, dead, 552 days
1.1
TCGA-46-6026-01A
0 years, male, white, stage:Stage IIB, alive, 423 days
1.1
TCGA-77-7335-01A
0 years, female, white, stage:Stage IIIB, dead, 2133 days
1.1
TCGA-22-1011-01A
0 years, male, white, stage:Stage IB, dead, 53 days
1.1
TCGA-22-1002-01A
0 years, male, white, stage:Stage IA, dead, 131 days
1.0
TCGA-21-1076-01A
0 years, female, white, stage:Stage IB, alive, 1852 days
1.0
TCGA-66-2763-01A
0 years, female, stage:Stage IB, alive, 30 days
1.0
TCGA-NK-A7XE-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 13 days
1.0
TCGA-66-2737-01A
0 years, male, stage:Stage IIB, alive, 61 days
1.0
TCGA-34-5927-01A
0 years, female, white, stage:Stage IA, alive, 1361 days
1.0
TCGA-39-5024-01A
0 years, female, white, stage:Stage IIIA, alive, 2510 days
1.0
TCGA-85-8479-01A
0 years, male, white, stage:Stage IA, alive, 468 days
1.0
TCGA-33-A4WN-01A
0 years, male, white, stage:Stage IB, dead, 143 days
1.0
TCGA-66-2727-01A
0 years, female, stage:Stage IB, dead, 516 days
1.0
TCGA-94-8491-01A
0 years, male, white, stage:Stage IIA, alive, 810 days
1.0
TCGA-60-2707-01A
0 years, male, stage:Stage IB, dead, 667 days
1.0
TCGA-37-4141-01A
0 years, female, white, stage:Stage IA, alive, 12 days
1.0
TCGA-21-1082-01A
0 years, male, white, stage:Stage IB, alive, 3644 days
1.0
TCGA-85-8354-01A
0 years, male, white, stage:Stage IB, alive, 995 days
1.0
TCGA-66-2759-01A
0 years, male, stage:Stage IIIA, alive, 762 days
1.0
TCGA-85-6561-01A
0 years, male, white, stage:Stage IB, alive, 1224 days
1.0
TCGA-21-5782-01A
0 years, female, white, stage:Stage IB, dead, 962 days
1.0
TCGA-60-2704-01A
0 years, male, white, stage:Stage IIB, dead, 1154 days
1.0
TCGA-33-4582-01A
0 years, male, white, stage:Stage IA, dead, 3149 days
1.0
TCGA-22-4607-01A
0 years, male, white, stage:Stage IB, dead, 587 days
1.0
TCGA-22-1016-01A
0 years, male, white, stage:Stage IB, dead, 822 days
0.9
TCGA-NC-A5HF-01A
0 years, male, white, stage:Stage IIIB, dead, 138 days
0.9
TCGA-77-8136-01A
0 years, female, stage:Stage IIB, dead, 1189 days
0.9
TCGA-56-8305-01A
0 years, male, white, stage:Stage IB, alive, 105 days
0.9
TCGA-77-8007-01A
0 years, male, stage:Stage IIB, dead, 198 days
0.9
TCGA-60-2709-01A
0 years, male, black or african american, stage:Stage IB, alive, 1505 days
0.9
TCGA-66-2754-01A
0 years, male, stage:Stage IIIA, alive, 61 days
0.9
TCGA-37-4133-01A
0 years, male, white, stage:Stage IIIA, alive, 238 days
0.9
TCGA-85-7698-01A
0 years, male, white, stage:Stage IA, alive, 952 days
0.9
TCGA-22-5472-01A
0 years, male, white, stage:Stage IB, dead, 1975 days
0.9
TCGA-85-7950-01A
0 years, male, white, stage:Stage IB, alive, 576 days
0.9
TCGA-56-8304-01A
0 years, female, white, stage:Stage IA, alive, 106 days
0.9
TCGA-68-7756-01A
0 years, male, white, stage:Stage IIIA, alive, 202 days
0.9
TCGA-52-7811-01A
0 years, male, white, stage:Stage IB, dead, 266 days
0.9
TCGA-22-0940-01A
0 years, male, white, stage:Stage IIA, dead, 669 days
0.9
TCGA-33-4538-01A
0 years, male, white, stage:Stage IIIA, dead, 2979 days
0.8
TCGA-66-2753-01A
0 years, male, stage:Stage IB, alive, 31 days
0.8
TCGA-68-8251-01A
0 years, male, white, stage:Stage IB, alive, 406 days
0.8
TCGA-66-2788-01A
0 years, male, stage:Stage IB, alive, 699 days
0.8
TCGA-NC-A5HK-01A
0 years, female, white, stage:Stage IIB, alive, 128 days
0.8
TCGA-43-A56V-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 366 days
0.8
TCGA-33-AASD-01A
0 years, male, black or african american, stage:Stage IA, dead, 2249 days
0.8
TCGA-33-4547-01A
0 years, male, white, stage:Stage IB, alive, 2419 days
0.8
TCGA-O2-A52N-01A
0 years, male, white, stage:Stage I, dead, 1006 days
0.8
TCGA-34-5928-01A
0 years, female, white, stage:Stage IIB, alive, 1196 days
0.8
TCGA-43-6647-01A
0 years, female, white, stage:Stage IIB, alive, 757 days
0.8
TCGA-98-A539-01A
0 years, male, white, stage:Stage IIB, alive, 173 days
0.8
TCGA-85-A4JB-01A
0 years, male, white, stage:Stage IIB, alive, 942 days
0.8
TCGA-22-4605-01A
0 years, female, stage:Stage IB, dead, 974 days
0.8
TCGA-33-AASL-01A
0 years, female, black or african american, stage:Stage IA, dead, 826 days
0.7
TCGA-33-4586-01A
0 years, male, white, stage:Stage IIIA, dead, 428 days
0.7
TCGA-66-2771-01A
0 years, male, stage:Stage IIB, alive, 578 days
0.7
TCGA-NK-A5CX-01A
0 years, male, white, stage:Stage IIA, alive, 111 days
0.7
TCGA-NC-A5HG-01A
0 years, male, white, stage:Stage IIIA, alive, 1963 days
0.7
TCGA-56-8307-01A
0 years, female, white, stage:Stage IIB, alive, 818 days
0.7
TCGA-21-5784-01A
0 years, female, white, stage:Stage IB, alive, 1268 days
0.7
TCGA-94-7033-01A
0 years, male, white, stage:Stage IB, alive, 640 days
0.7
TCGA-85-8580-01A
0 years, female, white, stage:Stage IB, alive, 1113 days
0.7
TCGA-34-8455-01A
0 years, male, white, stage:Stage IV, dead, 123 days
0.7
TCGA-22-1012-01A
0 years, female, white, stage:Stage IB, dead, 429 days
0.7
TCGA-LA-A446-01A
0 years, male, white, stage:Stage IA, alive, 401 days
0.7
TCGA-56-7222-01A
0 years, male, white, stage:Stage IB, dead, 562 days
0.7
TCGA-NK-A5CR-01A
0 years, male, stage:Stage IB, alive, 2542 days
0.7
TCGA-66-2780-01A
0 years, male, stage:Stage IB, dead, 366 days
0.6
TCGA-58-A46J-01A
0 years, male, white, stage:Stage IIB, alive, 2589 days
0.6
TCGA-85-7699-01A
0 years, male, white, stage:Stage IIIA, dead, 1001 days
0.6
TCGA-56-8626-01A
0 years, male, white, stage:Stage IA, dead, 302 days
0.6
TCGA-34-5236-01A
0 years, male, white, stage:Stage IIB, dead, 276 days
0.6
TCGA-58-8388-01A
0 years, male, white, stage:Stage IB, dead, 412 days
0.6
TCGA-37-A5EM-01A
0 years, male, white, stage:Stage II, alive, 867 days
0.6
TCGA-18-3419-01A
0 years, male, stage:Stage IIB, alive, 2811 days
0.6
TCGA-56-6545-01A
0 years, female, white, stage:Stage IB, alive, 666 days
0.6
TCGA-66-2758-01A
0 years, male, stage:Stage IB, alive, 639 days
0.6
TCGA-NC-A5HO-01A
0 years, female, white, stage:Stage IIIA, alive, 1336 days
0.6
TCGA-22-5479-01A
0 years, male, white, stage:Stage IB, dead, 2625 days
0.6
TCGA-92-7340-01A
0 years, female, white, stage:Stage IIA, alive, 82 days
0.6
TCGA-56-7580-01A
0 years, male, white, stage:Stage IB, alive, 925 days
0.6
TCGA-22-5483-01A
0 years, male, white, stage:Stage IIA, dead, 573 days
0.6
TCGA-NC-A5HJ-01A
0 years, male, white, stage:Stage IIB, dead, 418 days
0.6
TCGA-43-6773-01A
0 years, male, white, stage:Stage IIB, dead, 116 days
0.5
TCGA-56-A5DS-01A
0 years, female, white, stage:Stage IB, alive, 8 days
0.5
TCGA-98-A53J-01A
0 years, male, white, stage:Stage IB, alive, 630 days
0.5
TCGA-77-7465-01A
0 years, male, white, stage:Stage IIA, alive, 990 days
0.5
TCGA-43-5668-01A
0 years, male, white, stage:Stage IIA, dead, 559 days
0.5
TCGA-58-8387-01A
0 years, male, white, stage:Stage IIA, dead, 403 days
0.5
TCGA-NC-A5HI-01A
0 years, female, white, stage:Stage IB, alive, 1743 days
0.5
TCGA-56-8624-01A
0 years, male, white, stage:Stage IIB, alive, 420 days
0.5
TCGA-66-2783-01A
0 years, male, stage:Stage IIIB, alive, 759 days
0.5
TCGA-85-8664-01A
0 years, male, white, stage:Stage IIB, dead, 550 days
0.5
TCGA-85-6175-01A
0 years, female, white, stage:Stage IIB, dead, 294 days
0.5
TCGA-98-A53H-01A
0 years, female, white, stage:Stage IA, alive, 618 days
0.5
TCGA-85-8287-01A
0 years, male, white, stage:Stage IA, dead, 23 days
0.5
TCGA-85-8049-01A
0 years, male, white, stage:Stage IB, alive, 579 days
0.5
TCGA-43-3920-01A
0 years, male, white, stage:Stage IB, alive, 1007 days
0.5
TCGA-60-2713-01A
0 years, male, white, stage:Stage IB, alive, 1731 days
0.4
TCGA-56-7731-01A
0 years, female, white, stage:Stage IB, dead, 3 days
0.4
TCGA-66-2787-01A
0 years, male, stage:Stage IA, alive, 1217 days
0.4
TCGA-96-8169-01A
0 years, female, white, stage:Stage IA, alive, 557 days
0.4
TCGA-63-A5MG-01A
0 years, male, stage:Stage IB, alive, 2148 days
0.4
TCGA-68-8250-01A
0 years, male, black or african american, stage:Stage IA, alive, 244 days
0.4
TCGA-63-A5MS-01A
0 years, male, stage:Stage IB, alive, 2381 days
0.4
TCGA-60-2723-01A
0 years, female, white, stage:Stage IB, alive, 1092 days
0.4
TCGA-85-A513-01A
0 years, female, asian, stage:Stage IA, alive, 910 days
0.4
TCGA-90-7769-01A
0 years, male, white, stage:Stage IIB, alive, 358 days
0.4
TCGA-85-7710-01A
0 years, female, white, stage:Stage IA, alive, 42 days
0.4
TCGA-85-A50M-01A
0 years, male, asian, stage:Stage IIA, dead, 826 days
0.4
TCGA-22-4595-01A
0 years, male, white, stage:Stage IIIA, dead, 734 days
0.4
TCGA-60-2703-01A
0 years, male, white, stage:Stage IIB, dead, 2945 days
0.4
TCGA-37-3783-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
0.4
TCGA-94-8035-01A
0 years, male, white, stage:Stage IIB, alive, 122 days
0.4
TCGA-43-7656-01A
0 years, male, white, stage:Stage IA, alive, 596 days
0.4
TCGA-85-8351-01A
0 years, male, white, stage:Stage IIA, alive, 510 days
0.4
TCGA-77-8131-01A
0 years, male, stage:Stage IB, dead, 383 days
0.4
TCGA-37-3789-01A
0 years, male, white, stage:Stage IB, alive, 13 days
0.4
TCGA-22-5480-01A
0 years, female, white, stage:Stage IA, dead, 2170 days
0.4
TCGA-66-2766-01A
0 years, male, stage:Stage IIIA, alive, 31 days
0.4
TCGA-46-3765-01A
0 years, female, white, stage:Stage IA, alive, 405 days
0.4
TCGA-60-2719-01A
0 years, female, white, stage:Stage IB, alive, 1297 days
0.4
TCGA-22-4609-01A
0 years, male, white, stage:Stage IA, dead, 291 days
0.4
TCGA-34-5241-01A
0 years, male, white, stage:Stage IB, dead, 515 days
0.4
TCGA-43-6771-01A
0 years, male, white, stage:Stage IB, dead, 166 days
0.4
TCGA-43-5670-01A
0 years, male, white, stage:Stage IIA, alive, 849 days
0.3
TCGA-43-8116-01A
0 years, male, white, stage:Stage IA, alive, 358 days
0.3
TCGA-85-A511-01A
0 years, male, white, stage:Stage IIB, dead, 455 days
0.3
TCGA-56-8625-01A
0 years, female, white, stage:Stage IIIA, dead, 315 days
0.3
TCGA-56-7822-01A
0 years, male, black or african american, stage:Stage IIB, dead, 532 days
0.3
TCGA-85-8072-01A
0 years, male, white, stage:Stage IA, alive, 932 days
0.3
TCGA-98-8023-01A
0 years, male, white, stage:Stage IIIA, alive, 649 days
0.3
TCGA-56-8503-01A
0 years, female, white, stage:Stage IIB, alive, 41 days
0.3
TCGA-18-3414-01A
0 years, male, asian, stage:Stage IV, dead, 716 days
0.3
TCGA-33-AASB-01A
0 years, male, black or african american, stage:Stage IB, dead, 211 days
0.3
TCGA-63-A5MH-01A
0 years, male, stage:Stage IA, alive, 2026 days
0.3
TCGA-39-5022-01A
0 years, male, white, stage:Stage IB, dead, 1679 days
0.3
TCGA-39-5028-01A
0 years, male, white, stage:Stage IIIA, dead, 52 days
0.3
TCGA-58-8390-01A
0 years, male, white, stage:Stage IIA, alive, 911 days
0.3
TCGA-77-8146-01A
0 years, male, stage:Stage IA, alive, 3189 days
0.3
TCGA-33-AASI-01A
0 years, female, black or african american, stage:Stage IIB, dead, 1344 days
0.3
TCGA-92-8064-01A
0 years, male, white, stage:'--, alive, 160 days
0.3
TCGA-22-1000-01A
0 years, male, white, stage:Stage IB, dead, 454 days
0.3
TCGA-34-2600-01A
0 years, female, white, stage:Stage IA, dead, 1874 days
0.3
TCGA-85-A53L-01A
0 years, male, asian, stage:Stage IIA, alive, 377 days
0.3
TCGA-21-1070-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 3636 days
0.3
TCGA-37-4129-01A
0 years, female, white, stage:Stage IA, alive, 242 days
0.3
TCGA-85-8048-01A
0 years, male, white, stage:Stage IA, alive, 765 days
0.3
TCGA-56-A49D-01A
0 years, male, white, stage:Stage IIIA, alive, 637 days
0.3
TCGA-34-2608-01A
0 years, male, white, stage:Stage IB, dead, 1000 days
0.3
TCGA-60-2710-01A
0 years, female, white, stage:Stage IIA, alive, 2024 days
0.3
TCGA-34-5929-01A
0 years, female, white, stage:Stage IB, dead, 151 days
0.2
TCGA-O2-A52W-01A
0 years, male, black or african american, stage:Stage I, dead, 261 days
0.2
TCGA-85-A4QQ-01A
0 years, male, white, stage:Stage IB, dead, 927 days
0.2
TCGA-56-A4ZJ-01A
0 years, female, white, stage:Stage IA, alive, 640 days
0.2
TCGA-98-A53D-01A
0 years, male, white, stage:Stage IIB, dead, 645 days
0.2
TCGA-46-3767-01A
0 years, male, white, stage:Stage IA, alive, 396 days
0.2
TCGA-90-7767-01A
0 years, male, white, stage:Stage IIB, alive, 89 days
0.2
TCGA-56-8623-01A
0 years, male, white, stage:Stage IB, dead, 692 days
0.2
TCGA-63-7021-01A
male, stage:Stage IA, alive, 2142 days
0.2
TCGA-18-3406-01A
0 years, male, white, stage:Stage IA, dead, 371 days
0.2
TCGA-66-2767-01A
0 years, male, stage:Stage IIIB, alive, 61 days
0.2
TCGA-63-A5MY-01A
0 years, male, stage:Stage IA, alive, 1052 days
0.2
TCGA-85-8070-01A
0 years, male, white, stage:Stage IB, alive, 960 days
0.2
TCGA-85-6560-01A
0 years, male, white, stage:Stage IIA, alive, 1259 days
0.2
TCGA-39-5034-01A
0 years, female, white, stage:Stage IIB, dead, 1107 days
0.2
TCGA-90-A59Q-01A
0 years, female, white, stage:Stage IIA, dead, 322 days
0.2
TCGA-18-4721-01A
0 years, male, white, stage:Stage IA, alive, 4694 days
0.2
TCGA-85-8584-01A
0 years, male, white, stage:Stage IIA, dead, 383 days
0.2
TCGA-77-8156-01A
0 years, male, stage:Stage IB, alive, 1106 days
0.2
TCGA-63-7022-01A
female, stage:Stage IA, alive, 2073 days
0.2
TCGA-66-2744-01A
0 years, male, stage:Stage IIB, alive, 30 days
0.2
TCGA-21-1079-01A
0 years, male, white, stage:Stage IIIA, dead, 965 days
0.2
TCGA-39-5040-01A
0 years, male, white, stage:Stage IIIA, dead, 519 days
0.2
TCGA-66-2765-01A
0 years, male, stage:Stage IB, alive, 61 days
0.1
TCGA-77-A5FZ-01A
0 years, male, stage:Stage IIIB, dead, 3838 days
0.1
TCGA-98-A53C-01A
0 years, female, white, stage:Stage IA, alive, 822 days
0.1
TCGA-85-A4JC-01A
0 years, male, white, stage:Stage IIA, dead, 604 days
0.1
TCGA-46-6025-01A
0 years, male, white, stage:Stage IIB, alive, 324 days
0.1
TCGA-22-5492-01A
0 years, female, stage:Stage IIIA, dead, 506 days
0.1
TCGA-60-2725-01A
0 years, male, white, stage:Stage IB, alive, 816 days
0.1
TCGA-21-1078-01A
0 years, male, white, stage:Stage IB, dead, 474 days
0.1
TCGA-22-5478-01A
0 years, male, stage:Stage IB, dead, 24 days
0.1
TCGA-L3-A4E7-01A
0 years, male, white, stage:Stage IB, alive, 392 days
0.1
TCGA-96-A4JL-01A
0 years, female, asian, stage:Stage IIA, alive, 842 days
0.1
TCGA-60-2721-01A
0 years, male, white, stage:Stage IB, alive, 983 days
0.1
TCGA-18-3409-01A
0 years, male, white, stage:Stage IA, alive, 3747 days
0.1
TCGA-85-8481-01A
0 years, male, white, stage:Stage IIB, dead, 236 days
0.1
TCGA-56-8622-01A
0 years, male, white, stage:Stage IB, alive, 55 days
0.1
TCGA-21-1075-01A
0 years, male, white, stage:Stage IIB, alive, 2134 days
0.1
TCGA-46-3766-01A
0 years, female, white, stage:Stage IA, alive, 370 days
0.1
TCGA-56-A5DR-01A
0 years, male, white, stage:Stage IA, alive, 4 days
0.1
TCGA-77-A5GH-01A
0 years, male, stage:Stage IB, alive, 1182 days
0.1
TCGA-77-8130-01A
0 years, male, stage:Stage IIB, alive, 4765 days
0.1
TCGA-63-A5MT-01A
0 years, male, stage:Stage IIB, alive, 498 days
0.1
TCGA-56-8628-01A
0 years, male, white, stage:Stage IA, alive, 616 days
0.1
TCGA-85-A510-01A
0 years, female, white, stage:Stage IIB, alive, 482 days
0.1
TCGA-77-8140-01A
0 years, female, stage:Stage IIB, dead, 351 days
0.1
TCGA-66-2789-01A
0 years, male, stage:Stage IIIB, dead, 123 days
0.1
TCGA-33-6737-01A
0 years, male, white, stage:Stage IIIA, dead, 601 days
0.1
TCGA-60-2715-01A
0 years, male, white, stage:Stage IA, dead, 1075 days
0.1
TCGA-22-1017-01A
0 years, male, white, stage:Stage IA, dead, 1485 days
0.1
TCGA-77-8138-01A
0 years, male, stage:Stage IB, dead, 539 days
0.1
TCGA-77-8008-01A
0 years, male, stage:Stage IB, dead, 2639 days
0.1
TCGA-60-2720-01A
0 years, female, white, stage:Stage IB, alive, 97 days
0.1
TCGA-85-A4PA-01A
0 years, male, white, stage:Stage IB, alive, 741 days
0.1
TCGA-77-A5G1-01A
0 years, male, stage:Stage IIIA, alive, 4026 days
0.1
TCGA-22-5489-01A
0 years, male, white, stage:Stage IA, dead, 1912 days
0.1
TCGA-56-8082-01A
0 years, female, white, stage:Stage IIA, alive, 455 days
0.1
TCGA-77-6842-01A
0 years, male, white, stage:Stage IIB, dead, 899 days
0.1
TCGA-66-2782-01A
0 years, male, stage:Stage IIB, dead, 365 days
0.1
TCGA-43-2578-01A
0 years, female, white, stage:Stage IA, dead, 684 days
0.1
TCGA-90-7766-01A
0 years, female, white, stage:Stage IA, alive, 289 days
0.1
TCGA-66-2734-01A
0 years, female, stage:Stage IB, alive, 1311 days
0.1
TCGA-18-3407-01A
0 years, male, asian, stage:Stage IB, dead, 136 days
0.1
TCGA-56-8201-01A
0 years, male, white, stage:Stage IIB, dead, 397 days
0.1
TCGA-90-6837-01A
0 years, male, white, stage:Stage IIB, alive, 758 days
0.1
TCGA-43-A56U-01A
0 years, female, white, stage:Stage IA, alive, 432 days
0.1
TCGA-77-8143-01A
0 years, male, stage:Stage IIIA, dead, 803 days
0.1
TCGA-21-A5DI-01A
0 years, male, white, stage:Stage IA, alive, 979 days
0.1
TCGA-52-7810-01A
0 years, female, white, stage:Stage IIB, alive, 923 days
0.1
TCGA-60-2697-01A
0 years, male, white, stage:Stage IIA, dead, 372 days
0.1
TCGA-39-5029-01A
0 years, male, white, stage:Stage IIIA, dead, 740 days
0.1
TCGA-43-2576-01A
0 years, female, white, stage:Stage IIIA, alive, 1223 days
0.0
TCGA-52-7812-01A
0 years, male, white, stage:'--, dead, 835 days
0.0
TCGA-98-8020-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 84 days
0.0
TCGA-90-A4ED-01A
0 years, male, white, stage:Stage IB, alive, 615 days
0.0
TCGA-NK-A5CT-01A
0 years, male, white, stage:Stage IA, alive, 1997 days
0.0
TCGA-56-8309-01A
0 years, male, white, stage:Stage IA, alive, 428 days
0.0
TCGA-70-6722-01A
0 years, male, asian, stage:Stage IIIA, alive, 367 days
0.0
TCGA-18-3417-01A
0 years, male, stage:Stage IV, dead, 1097 days
0.0
TCGA-39-5011-01A
0 years, female, white, stage:Stage IA, alive, 4053 days
0.0
TCGA-34-5239-01A
0 years, male, white, stage:Stage IIIA, alive, 1834 days
0.0
TCGA-37-4135-01A
0 years, male, white, stage:Stage IB, alive, 207 days
0.0
TCGA-39-5039-01A
0 years, male, white, stage:Stage IIA, dead, 544 days
0.0
TCGA-66-2769-01A
0 years, male, stage:Stage IIIB, dead, 215 days
0.0
TCGA-34-A5IX-01A
0 years, male, white, stage:Stage IIB, alive, 1031 days
0.0
TCGA-98-7454-01A
0 years, male, white, stage:Stage IB, alive, 652 days
0.0
TCGA-22-4596-01A
0 years, female, white, stage:Stage IB, dead, 17 days
0.0
TCGA-56-5897-01A
0 years, male, white, stage:Stage IA, alive, 378 days
0.0
TCGA-34-5234-01A
0 years, female, white, stage:Stage IA, alive, 2271 days
0.0
TCGA-66-2755-01A
0 years, male, stage:Stage IB, alive, 28 days
0.0
TCGA-63-6202-01A
male, stage:Stage IIA, alive, 1602 days
0.0
TCGA-66-2778-01A
0 years, female, stage:Stage IIIB, alive, 578 days
0.0
TCGA-60-2714-01A
0 years, female, white, stage:Stage IIB, alive, 1531 days
0.0
TCGA-33-6738-01A
0 years, male, white, stage:Stage IIIA, alive, 1927 days
0.0
TCGA-37-4132-01A
0 years, female, white, stage:Stage IV, alive, 227 days
0.0
TCGA-22-1005-01A
0 years, male, white, stage:Stage IA, dead, 1953 days
0.0
TCGA-37-3792-01A
0 years, male, white, stage:Stage IB, alive, 12 days
0.0
TCGA-63-A5MM-01A
0 years, female, stage:Stage IIB, dead, 456 days
0.0
TCGA-63-A5MN-01A
0 years, female, stage:Stage IIB, dead, 345 days
0.0
TCGA-22-4594-01A
0 years, female, stage:Stage IIIA, dead, 1470 days
0.0
TCGA-37-4130-01A
0 years, male, white, stage:Stage IA, alive, 247 days
0.0
TCGA-66-2785-01A
0 years, male, stage:Stage IB, alive, 60 days
0.0
TCGA-O2-A52Q-01A
0 years, female, white, stage:Stage III, dead, 113 days
0.0
TCGA-18-3410-01A
0 years, male, stage:Stage IIB, dead, 146 days
0.0
TCGA-60-2706-01A
0 years, male, white, stage:Stage IA, alive, 2820 days
0.0
TCGA-46-3769-01A
0 years, male, white, stage:'--, alive, 135 days
0.0
TCGA-37-5819-01A
0 years, male, white, stage:Stage IIIA, alive, 103 days
0.0
TCGA-77-7140-01A
0 years, female, white, stage:Stage IIB, dead, 632 days
0.0
TCGA-39-5030-01A
0 years, female, asian, stage:Stage IIIA, dead, 59 days
0.0
TCGA-33-4589-01A
0 years, female, white, stage:Stage IIB, dead, 47 days
0.0
TCGA-66-2756-01A
0 years, male, stage:Stage IIIB, alive, 30 days
0.0
TCGA-33-4566-01A
0 years, male, white, stage:Stage IB, dead, 5287 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.
CNNM1 is not prognostic in Lung Squamous 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
1.2
Number of samples
68
Samples
Sample
Description
TPM
L739
0 years, female, stage:Stage IIIA, dead, 352 days
7.9
L466
0 years, female, stage:Stage IIIA, dead, 412 days
6.7
L881
0 years, male, stage:Stage IB, alive, 1752 days
4.4
L744
0 years, male, stage:Stage IA, alive, 1614 days
4.3
L529
0 years, female, stage:Stage IA, alive, 2775 days
3.2
L457
0 years, female, stage:Stage IIA, alive, 2901 days
3.1
L420
0 years, female, stage:Stage IIB, dead, 295 days
3.1
L464
0 years, male, stage:Stage IB, dead, 1935 days
2.7
L858
0 years, female, stage:Stage IIB, dead, 558 days
2.6
L818
0 years, male, stage:Stage IB, alive, 2480 days
2.3
L488
0 years, female, stage:Stage IIA, alive, 2993 days
2.1
L736
0 years, male, stage:Stage IA, dead, 1195 days
2.0
L563
0 years, female, stage:Stage IIB, dead, 1216 days
2.0
L444
0 years, female, stage:Stage IIB, alive, 3337 days
1.9
L655
0 years, male, stage:Stage IIA, dead, 1603 days
1.9
L753
0 years, male, stage:Stage IIA, alive, 1705 days
1.7
L496
0 years, male, stage:Stage IB, alive, 2761 days
1.7
L442
0 years, female, stage:Stage IB, dead, 2433 days
1.7
L483
0 years, male, stage:Stage IB, dead, 77 days
1.6
L447
0 years, male, stage:Stage IIB, alive, 3203 days
1.6
L767
0 years, male, stage:Stage IA, alive, 1718 days
1.5
L685
0 years, female, stage:Stage IIB, alive, 1944 days
1.4
L852
0 years, male, stage:Stage IB, dead, 700 days
1.3
L452
0 years, male, stage:Stage IIIA, dead, 3115 days
1.3
L864
0 years, female, stage:Stage IA, alive, 2192 days
1.3
L758
0 years, male, stage:Stage IA, dead, 1562 days
1.3
L539
0 years, male, stage:Stage IB, dead, 370 days
1.2
L661
0 years, male, stage:Stage IA, dead, 1123 days
1.2
L854
0 years, female, stage:Stage IB, alive, 2256 days
1.2
L719
0 years, male, stage:Stage IB, alive, 1615 days
1.1
L860
0 years, male, stage:Stage IA, alive, 2056 days
1.1
L747
0 years, female, stage:Stage IA, dead, 1112 days
1.0
L633
0 years, female, stage:Stage IA, alive, 2102 days
1.0
L820
0 years, female, stage:Stage IA, alive, 2405 days
1.0
L857
0 years, male, stage:Stage IB, dead, 226 days
1.0
L572
0 years, male, stage:Stage IA, alive, 2532 days
0.8
L559
0 years, male, stage:Stage IIB, alive, 2615 days
0.7
L468
0 years, male, stage:Stage IB, alive, 3004 days
0.7
L490
0 years, male, stage:Stage IA, dead, 716 days
0.6
L756
0 years, male, stage:Stage IB, alive, 1796 days
0.6
L886
0 years, male, stage:Stage IB, dead, 1932 days
0.6
L755
0 years, male, stage:Stage IIA, dead, 227 days
0.5
L751
0 years, female, stage:Stage IIIA, alive, 1600 days
0.5
L470
0 years, female, stage:Stage IB, dead, 1774 days
0.5
L712
0 years, male, stage:Stage IA, alive, 1698 days
0.4
L608
0 years, male, stage:Stage IA, alive, 2350 days
0.4
L586
0 years, male, stage:Stage IIA, dead, 784 days
0.4
L406
0 years, male, stage:Stage IA, alive, 3057 days
0.4
L644
0 years, male, stage:Stage IA, dead, 282 days
0.4
L604
0 years, male, stage:Stage IIA, dead, 286 days
0.3
L456
0 years, male, stage:Stage IIA, dead, 1660 days
0.3
L760
0 years, male, stage:Stage IIA, alive, 1895 days
0.3
L856
0 years, male, stage:Stage IA, dead, 1465 days
0.3
L472
0 years, male, stage:Stage IB, dead, 423 days
0.2
L817
0 years, female, stage:Stage IIIA, dead, 1279 days
0.2
L650
0 years, female, stage:Stage IB, dead, 986 days
0.2
L568
0 years, female, stage:Stage IIB, dead, 71 days
0.2
L715
0 years, female, stage:Stage IIIA, dead, 150 days
0.2
L534
0 years, male, stage:Stage IIA, alive, 2693 days
0.1
L652
0 years, male, stage:Stage IA, dead, 5 days
0.1
L884
0 years, male, stage:Stage IIA, alive, 1627 days
0.1
L642
0 years, male, stage:Stage IB, dead, 1167 days
0.1
L788
0 years, female, stage:Stage IA, alive, 3385 days
0.1
L459
0 years, male, stage:Stage IIA, alive, 3181 days
0.1
L824
0 years, male, stage:Stage IA, dead, 665 days
0.1
L723
0 years, male, stage:Stage IIA, dead, 433 days
0.1
L658
0 years, female, stage:Stage IIB, alive, 2083 days
0.1
L592
0 years, male, stage:Stage IB, alive, 2368 days
0.0
Show allShow less
LUNG ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
213
Samples
Sample ID
Sample type
nRPX
CPT0000920017
Tumor
N/A
CPT0000930003
Normal
N/A
CPT0001060010
Tumor
N/A
CPT0001070003
Normal
N/A
CPT0001380003
Tumor
N/A
CPT0001390003
Normal
N/A
CPT0001580009
Tumor
N/A
CPT0001590003
Normal
N/A
CPT0001660013
Tumor
N/A
CPT0001690003
Normal
N/A
CPT0001800013
Tumor
N/A
CPT0001810003
Normal
N/A
CPT0001960003
Tumor
N/A
CPT0001970003
Normal
N/A
CPT0008410003
Tumor
N/A
CPT0008420003
Normal
N/A
CPT0008450003
Tumor
N/A
CPT0011710004
Tumor
N/A
CPT0011750003
Normal
N/A
CPT0011910004
Tumor
N/A
CPT0011930003
Normal
N/A
CPT0013600003
Tumor
N/A
CPT0013630003
Normal
N/A
CPT0013880003
Tumor
N/A
CPT0013910003
Normal
N/A
CPT0014260003
Tumor
N/A
CPT0014290003
Normal
N/A
CPT0014860003
Tumor
N/A
CPT0014930003
Normal
N/A
CPT0015410003
Tumor
N/A
CPT0015420003
Normal
N/A
CPT0021450003
Tumor
N/A
CPT0021490003
Normal
N/A
CPT0023310003
Tumor
N/A
CPT0023320003
Normal
N/A
CPT0051690004
Tumor
N/A
CPT0052170004
Tumor
N/A
CPT0052940004
Tumor
N/A
CPT0053040004
Tumor
N/A
CPT0055100004
Tumor
N/A
CPT0062810003
Normal
N/A
CPT0063730003
Tumor
N/A
CPT0063750003
Normal
N/A
CPT0063810003
Tumor
N/A
CPT0063840003
Normal
N/A
CPT0066780003
Tumor
N/A
CPT0066810003
Normal
N/A
CPT0066890003
Tumor
N/A
CPT0066930003
Normal
N/A
CPT0067070003
Tumor
N/A
CPT0067110003
Normal
N/A
CPT0067250003
Tumor
N/A
CPT0067290003
Normal
N/A
CPT0067450003
Tumor
N/A
CPT0067470004
Normal
N/A
CPT0067620003
Tumor
N/A
CPT0067770003
Normal
N/A
CPT0067940003
Tumor
N/A
CPT0067950003
Normal
N/A
CPT0068100003
Tumor
N/A
CPT0068130003
Normal
N/A
CPT0068610003
Tumor
N/A
CPT0068650003
Normal
N/A
CPT0068800003
Tumor
N/A
CPT0068830003
Normal
N/A
CPT0069360003
Tumor
N/A
CPT0069370003
Normal
N/A
CPT0069520003
Tumor
N/A
CPT0069550003
Normal
N/A
CPT0069700003
Tumor
N/A
CPT0069720003
Normal
N/A
CPT0070060003
Tumor
N/A
CPT0070080003
Normal
N/A
CPT0079830003
Tumor
N/A
CPT0079850003
Normal
N/A
CPT0082740004
Tumor
N/A
CPT0082770003
Normal
N/A
CPT0082850004
Tumor
N/A
CPT0082890003
Normal
N/A
CPT0083100003
Tumor
N/A
CPT0083140003
Normal
N/A
CPT0083390004
Tumor
N/A
CPT0083420003
Normal
N/A
CPT0083780003
Tumor
N/A
CPT0083810003
Normal
N/A
CPT0084140003
Tumor
N/A
CPT0084170003
Normal
N/A
CPT0086310003
Tumor
N/A
CPT0086320003
Normal
N/A
CPT0086750003
Tumor
N/A
CPT0086770003
Normal
N/A
CPT0089340003
Tumor
N/A
CPT0089360003
Normal
N/A
CPT0090170004
Tumor
N/A
CPT0090200003
Normal
N/A
CPT0090340003
Tumor
N/A
CPT0090370003
Normal
N/A
CPT0090570004
Tumor
N/A
CPT0090600003
Normal
N/A
CPT0090700003
Tumor
N/A
CPT0090720003
Normal
N/A
CPT0090860003
Tumor
N/A
CPT0090900004
Normal
N/A
CPT0091240003
Tumor
N/A
CPT0091260003
Normal
N/A
CPT0091860003
Tumor
N/A
CPT0091870003
Normal
N/A
CPT0092240003
Tumor
N/A
CPT0092250003
Normal
N/A
CPT0092530003
Tumor
N/A
CPT0092930003
Tumor
N/A
CPT0092940003
Normal
N/A
CPT0097580003
Tumor
N/A
CPT0097600003
Normal
N/A
CPT0098130003
Tumor
N/A
CPT0102450003
Tumor
N/A
CPT0102480003
Normal
N/A
CPT0104630003
Tumor
N/A
CPT0104650003
Normal
N/A
CPT0104750003
Tumor
N/A
CPT0104760003
Normal
N/A
CPT0104970003
Tumor
N/A
CPT0105010004
Normal
N/A
CPT0105060003
Tumor
N/A
CPT0105190003
Normal
N/A
CPT0105230003
Tumor
N/A
CPT0105250003
Normal
N/A
CPT0105270003
Tumor
N/A
CPT0105330003
Tumor
N/A
CPT0105370004
Normal
N/A
CPT0105510003
Tumor
N/A
CPT0105550003
Normal
N/A
CPT0105600003
Tumor
N/A
CPT0105610003
Normal
N/A
CPT0105630003
Tumor
N/A
CPT0105680003
Normal
N/A
CPT0105710003
Tumor
N/A
CPT0105740003
Normal
N/A
CPT0105940003
Tumor
N/A
CPT0105980003
Normal
N/A
CPT0106100003
Normal
N/A
CPT0106110003
Tumor
N/A
CPT0109680004
Tumor
N/A
CPT0109700003
Normal
N/A
CPT0109710003
Normal
N/A
CPT0109720004
Tumor
N/A
CPT0109740004
Tumor
N/A
CPT0109760003
Normal
N/A
CPT0109830004
Tumor
N/A
CPT0109850003
Normal
N/A
CPT0110860004
Tumor
N/A
CPT0110890003
Normal
N/A
CPT0110980004
Tumor
N/A
CPT0111300003
Tumor
N/A
CPT0111480003
Normal
N/A
CPT0111590003
Normal
N/A
CPT0112060003
Tumor
N/A
CPT0112080003
Normal
N/A
CPT0113210003
Tumor
N/A
CPT0113220003
Normal
N/A
CPT0113990003
Tumor
N/A
CPT0114010003
Normal
N/A
CPT0114660004
Tumor
N/A
CPT0114690003
Normal
N/A
CPT0114840003
Tumor
N/A
CPT0114880003
Normal
N/A
CPT0115070003
Tumor
N/A
CPT0115090003
Normal
N/A
CPT0117970003
Tumor
N/A
CPT0118010003
Normal
N/A
CPT0118160003
Tumor
N/A
CPT0118180003
Normal
N/A
CPT0118200003
Tumor
N/A
CPT0118240003
Normal
N/A
CPT0118340003
Tumor
N/A
CPT0118360003
Normal
N/A
CPT0118570003
Tumor
N/A
CPT0118600003
Normal
N/A
CPT0118620003
Tumor
N/A
CPT0118650003
Normal
N/A
CPT0118810003
Tumor
N/A
CPT0118830003
Normal
N/A
CPT0118880003
Tumor
N/A
CPT0118890003
Normal
N/A
CPT0125810003
Tumor
N/A
CPT0125830003
Normal
N/A
CPT0146580004
Tumor
N/A
CPT0146600003
Normal
N/A
CPT0146680004
Tumor
N/A
CPT0146700003
Normal
N/A
CPT0146780004
Tumor
N/A
CPT0146800003
Normal
N/A
CPT0146880004
Tumor
N/A
CPT0146980004
Tumor
N/A
CPT0147000003
Normal
N/A
CPT0147080004
Tumor
N/A
CPT0147100003
Normal
N/A
CPT0147380004
Tumor
N/A
CPT0147400003
Normal
N/A
CPT0147480004
Tumor
N/A
CPT0147500003
Normal
N/A
CPT0147580004
Tumor
N/A
CPT0147600003
Normal
N/A
CPT0147880004
Tumor
N/A
CPT0147900003
Normal
N/A
CPT0147980004
Tumor
N/A
CPT0148000003
Normal
N/A
CPT0148080004
Tumor
N/A
CPT0148100003
Normal
N/A
CPT0148180004
Tumor
N/A
CPT0148200003
Normal
N/A
CPT0148280004
Tumor
N/A
CPT0148300003
Normal
N/A
Show allShow less
LUNG SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
212
Samples
Sample ID
Sample type
nRPX
CPT0209510003
Normal
N/A
CPT0001030003
Normal
N/A
CPT0123370003
Normal
N/A
CPT0175560003
Tumor
N/A
CPT0218280003
Tumor
N/A
CPT0126470003
Normal
N/A
CPT0112660003
Normal
N/A
CPT0237550004
Tumor
N/A
CPT0245790003
Normal
N/A
CPT0007740003
Tumor
N/A
CPT0102840003
Normal
N/A
CPT0233640003
Normal
N/A
CPT0238130003
Normal
N/A
CPT0221650003
Tumor
N/A
CPT0083980003
Tumor
N/A
CPT0130410003
Tumor
N/A
CPT0112580003
Tumor
N/A
CPT0241170003
Tumor
N/A
CPT0086260003
Tumor
N/A
CPT0064050003
Normal
N/A
CPT0233330003
Normal
N/A
CPT0079110003
Normal
N/A
CPT0126400003
Normal
N/A
CPT0104930003
Tumor
N/A
CPT0105430003
Normal
N/A
CPT0237200004
Tumor
N/A
CPT0146400003
Normal
N/A
CPT0063440003
Normal
N/A
CPT0108560003
Tumor
N/A
CPT0221220003
Normal
N/A
CPT0079060003
Normal
N/A
CPT0126830003
Normal
N/A
CPT0208770003
Tumor
N/A
CPT0232670003
Tumor
N/A
CPT0222730003
Tumor
N/A
CPT0209040003
Normal
N/A
CPT0234930004
Tumor
N/A
CPT0090440003
Tumor
N/A
CPT0104380003
Normal
N/A
CPT0202740003
Normal
N/A
CPT0204600003
Tumor
N/A
CPT0237080003
Normal
N/A
CPT0183250004
Tumor
N/A
CPT0175410003
Normal
N/A
CPT0098770003
Tumor
N/A
CPT0196810003
Tumor
N/A
CPT0112540003
Tumor
N/A
CPT0023470003
Tumor
N/A
CPT0202530004
Tumor
N/A
CPT0117770003
Normal
N/A
CPT0245840003
Normal
N/A
CPT0233600003
Tumor
N/A
CPT0192540004
Tumor
N/A
CPT0126740003
Tumor
N/A
CPT0223820003
Normal
N/A
CPT0197150003
Tumor
N/A
CPT0227020003
Tumor
N/A
CPT0197090003
Tumor
N/A
CPT0197170003
Normal
N/A
CPT0130440004
Normal
N/A
CPT0146380004
Tumor
N/A
CPT0245780003
Tumor
N/A
CPT0091610003
Tumor
N/A
CPT0175390003
Tumor
N/A
CPT0010050003
Tumor
N/A
CPT0136640003
Tumor
N/A
CPT0111150004
Tumor
N/A
CPT0234560003
Tumor
N/A
CPT0204820003
Normal
N/A
CPT0197860003
Normal
N/A
CPT0098800003
Normal
N/A
CPT0237990003
Normal
N/A
CPT0068280003
Tumor
N/A
CPT0108600003
Normal
N/A
CPT0175160003
Normal
N/A
CPT0091090003
Normal
N/A
CPT0186180003
Tumor
N/A
CPT0208780003
Normal
N/A
CPT0105420003
Tumor
N/A
CPT0079100003
Tumor
N/A
CPT0225470003
Normal
N/A
CPT0101130003
Tumor
N/A
CPT0186210003
Normal
N/A
CPT0079050003
Tumor
N/A
CPT0233160003
Normal
N/A
CPT0063430003
Tumor
N/A
CPT0086270003
Normal
N/A
CPT0089880003
Tumor
N/A
CPT0219360003
Tumor
N/A
CPT0202580004
Normal
N/A
CPT0204660003
Normal
N/A
CPT0146480004
Tumor
N/A
CPT0237780003
Normal
N/A
CPT0223790003
Tumor
N/A
CPT0128890003
Tumor
N/A
CPT0197380003
Normal
N/A
CPT0069900003
Normal
N/A
CPT0091820003
Tumor
N/A
CPT0197480003
Tumor
N/A
CPT0222740003
Normal
N/A
CPT0126670003
Tumor
N/A
CPT0146500003
Normal
N/A
CPT0202220004
Normal
N/A
CPT0175270003
Normal
N/A
CPT0233120003
Tumor
N/A
CPT0217420003
Tumor
N/A
CPT0063480003
Tumor
N/A
CPT0196820003
Normal
N/A
CPT0091050003
Tumor
N/A
CPT0126390003
Tumor
N/A
CPT0186140003
Normal
N/A
CPT0115860003
Normal
N/A
CPT0007760003
Normal
N/A
CPT0175120003
Tumor
N/A
CPT0237410004
Tumor
N/A
CPT0010060003
Normal
N/A
CPT0232690003
Normal
N/A
CPT0147180004
Tumor
N/A
CPT0130270003
Tumor
N/A
CPT0191750003
Normal
N/A
CPT0238110004
Tumor
N/A
CPT0183270003
Normal
N/A
CPT0087210003
Normal
N/A
CPT0237570003
Normal
N/A
CPT0126450003
Tumor
N/A
CPT0023500003
Normal
N/A
CPT0104950003
Normal
N/A
CPT0126810003
Tumor
N/A
CPT0221200003
Tumor
N/A
CPT0063500003
Normal
N/A
CPT0197520003
Normal
N/A
CPT0245890003
Normal
N/A
CPT0128900003
Normal
N/A
CPT0227400003
Tumor
N/A
CPT0130070003
Normal
N/A
CPT0209020004
Tumor
N/A
CPT0069890003
Tumor
N/A
CPT0191710003
Tumor
N/A
CPT0117720003
Tumor
N/A
CPT0126530003
Tumor
N/A
CPT0190550003
Tumor
N/A
CPT0123350003
Tumor
N/A
CPT0091620003
Normal
N/A
CPT0195510003
Tumor
N/A
CPT0126760003
Normal
N/A
CPT0197210003
Tumor
N/A
CPT0130310003
Normal
N/A
CPT0175260003
Tumor
N/A
CPT0112600003
Normal
N/A
CPT0218310003
Normal
N/A
CPT0202040003
Normal
N/A
CPT0234820003
Normal
N/A
CPT0130030003
Tumor
N/A
CPT0186130003
Tumor
N/A
CPT0225380003
Tumor
N/A
CPT0111000004
Normal
N/A
CPT0202400004
Normal
N/A
CPT0191860003
Tumor
N/A
CPT0234950004
Normal
N/A
CPT0001020003
Tumor
N/A
CPT0237060004
Tumor
N/A
CPT0202720003
Tumor
N/A
CPT0209490003
Tumor
N/A
CPT0104360003
Tumor
N/A
CPT0187370003
Tumor
N/A
CPT0112730003
Normal
N/A
CPT0112650003
Tumor
N/A
CPT0115830003
Tumor
N/A
CPT0202350004
Tumor
N/A
CPT0204990003
Tumor
N/A
CPT0237210003
Normal
N/A
CPT0204800003
Tumor
N/A
CPT0202170003
Tumor
N/A
CPT0205000003
Normal
N/A
CPT0245880003
Tumor
N/A
CPT0207210003
Tumor
N/A
CPT0236420003
Tumor
N/A
CPT0233320003
Tumor
N/A
CPT0064040003
Tumor
N/A
CPT0197100003
Normal
N/A
CPT0207250003
Normal
N/A
CPT0234580003
Normal
N/A
CPT0227070003
Normal
N/A
CPT0241210003
Normal
N/A
CPT0087190003
Tumor
N/A
CPT0147200003
Normal
N/A
CPT0083990003
Normal
N/A
CPT0192590004
Normal
N/A
CPT0221660003
Normal
N/A
CPT0237760003
Tumor
N/A
CPT0202020008
Tumor
N/A
CPT0237430003
Normal
N/A
CPT0219390003
Normal
N/A
CPT0068320003
Normal
N/A
CPT0195520003
Normal
N/A
CPT0187380003
Normal
N/A
CPT0227420003
Normal
N/A
CPT0102790003
Tumor
N/A
CPT0197740003
Tumor
N/A
CPT0237690004
Tumor
N/A
CPT0245830003
Tumor
N/A
CPT0147700003
Normal
N/A
CPT0236430003
Normal
N/A
CPT0191930003
Normal
N/A
CPT0147680004
Tumor
N/A
CPT0217490003
Normal
N/A
CPT0112550003
Normal
N/A
CPT0136660003
Normal
N/A
CPT0237710003
Normal
N/A
CPT0112720003
Tumor
N/A
CPT0234790003
Tumor
N/A
CPT0237970004
Tumor
N/A
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LUNG CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
