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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.
SPP1 is not prognostic in Lung Adenocarcinoma (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
518.5
Number of samples
497
Samples
Sample
Description
TPM
TCGA-44-6777-01A
0 years, female, white, stage:Stage IB, dead, 987 days
5591.6
TCGA-38-4629-01A
0 years, male, white, stage:Stage IIB, dead, 864 days
4642.9
TCGA-97-8177-01A
0 years, female, white, stage:Stage IB, alive, 499 days
4393.3
TCGA-55-8096-01A
0 years, female, white, stage:Stage IB, dead, 719 days
3843.9
TCGA-44-A4SS-01A
0 years, male, white, stage:Stage IA, alive, 415 days
3837.4
TCGA-55-7995-01A
0 years, female, white, stage:Stage IA, alive, 889 days
3786.1
TCGA-05-4382-01A
0 years, male, stage:Stage IB, alive, 607 days
3388.6
TCGA-55-8207-01A
0 years, male, white, stage:Stage IB, alive, 977 days
3206.3
TCGA-35-4122-01A
0 years, male, white, stage:Stage IA, alive, 225 days
3171.7
TCGA-55-7570-01A
0 years, male, black or african american, stage:Stage IA, alive, 824 days
3047.0
TCGA-55-6543-01A
0 years, female, white, stage:Stage IA, alive, 435 days
2996.5
TCGA-05-4434-01A
0 years, female, stage:Stage IV, dead, 457 days
2938.4
TCGA-62-A471-01A
0 years, male, white, stage:Stage IIB, alive, 1246 days
2882.3
TCGA-05-4426-01A
0 years, male, stage:Stage IB, alive, 791 days
2794.4
TCGA-50-5933-01A
0 years, male, white, stage:Stage IIIB, dead, 2393 days
2794.3
TCGA-05-4403-01A
0 years, male, stage:Stage IB, alive, 578 days
2640.8
TCGA-05-4402-01A
0 years, female, stage:Stage IV, dead, 244 days
2601.3
TCGA-44-2662-01A
0 years, male, white, stage:Stage IB, alive, 1280 days
2574.7
TCGA-64-1679-01A
0 years, female, white, stage:Stage IIIA, alive, 2488 days
2475.6
TCGA-44-3398-01A
0 years, female, white, stage:Stage IA, alive, 1163 days
2362.6
TCGA-L9-A5IP-01A
0 years, female, black or african american, stage:Stage IV, dead, 58 days
2245.4
TCGA-55-7728-01A
0 years, female, white, stage:Stage IB, alive, 704 days
2215.9
TCGA-38-4627-01A
0 years, female, white, stage:Stage IIA, dead, 1147 days
2180.1
TCGA-49-AARE-01A
0 years, female, black or african american, stage:Stage IA, dead, 1229 days
2122.1
TCGA-49-AAR9-01A
0 years, male, black or african american, stage:Stage IIB, dead, 260 days
2082.3
TCGA-86-8074-01A
0 years, female, white, stage:Stage IIA, alive, 24 days
2054.2
TCGA-05-4398-01A
0 years, female, stage:Stage IIIB, alive, 1431 days
2052.3
TCGA-44-4112-01A
0 years, female, white, stage:Stage IB, dead, 808 days
1999.5
TCGA-50-8459-01A
0 years, male, white, stage:Stage IIB, alive, 1119 days
1980.0
TCGA-05-5428-01A
0 years, male, stage:Stage IIA, alive, 670 days
1963.9
TCGA-50-5068-01A
0 years, female, white, stage:Stage IIB, dead, 1499 days
1960.4
TCGA-55-1592-01A
0 years, male, white, stage:Stage IA, dead, 701 days
1930.5
TCGA-55-6980-01A
0 years, male, white, stage:Stage IA, alive, 2109 days
1911.0
TCGA-75-5147-01A
female, stage:Stage IB, alive, 1333 days
1865.3
TCGA-86-8073-01A
0 years, male, white, stage:Stage IB, alive, 740 days
1820.7
TCGA-86-8075-01A
0 years, female, white, stage:Stage IB, dead, 694 days
1814.9
TCGA-62-8398-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
1800.8
TCGA-64-5815-01A
0 years, male, white, stage:Stage IIB, alive, 866 days
1712.3
TCGA-05-4418-01A
0 years, male, stage:Stage IIIA, dead, 274 days
1706.2
TCGA-55-8505-01A
0 years, male, white, stage:Stage IIIA, alive, 440 days
1700.5
TCGA-78-7536-01A
0 years, male, white, stage:Stage IIIA, dead, 244 days
1693.5
TCGA-55-5899-01A
0 years, male, white, stage:'--, alive, 930 days
1661.8
TCGA-05-4425-01A
0 years, female, stage:Stage IV, alive, 669 days
1603.7
TCGA-73-4658-01A
0 years, female, white, stage:Stage IB, dead, 1600 days
1601.2
TCGA-05-5715-01A
0 years, female, stage:Stage IB, alive, 62 days
1586.4
TCGA-69-7974-01A
0 years, female, white, stage:Stage IIIA, alive, 184 days
1583.2
TCGA-55-6982-01A
0 years, female, white, stage:Stage IIB, dead, 995 days
1564.8
TCGA-05-4415-01A
0 years, male, stage:Stage IIIB, dead, 91 days
1542.7
TCGA-44-2665-01A
0 years, female, white, stage:Stage IIB, alive, 1301 days
1536.8
TCGA-50-5049-01A
0 years, male, white, stage:Stage IA, alive, 3094 days
1518.4
TCGA-44-A47B-01A
0 years, male, white, stage:Stage IB, alive, 287 days
1469.1
TCGA-44-3918-01A
0 years, female, white, stage:Stage IA, alive, 1036 days
1440.9
TCGA-44-6775-01A
0 years, female, white, stage:Stage IB, alive, 705 days
1439.4
TCGA-64-1676-01A
0 years, male, white, stage:Stage IA, alive, 1728 days
1433.4
TCGA-78-7145-01A
0 years, female, white, stage:Stage IV, dead, 826 days
1363.5
TCGA-55-7815-01A
0 years, male, stage:Stage IB, alive, 773 days
1359.8
TCGA-80-5611-01A
male, stage:Stage IB, alive, 2595 days
1332.6
TCGA-50-6673-01A
0 years, female, white, stage:Stage I, dead, 22 days
1301.8
TCGA-44-3917-01A
0 years, female, white, stage:Stage IB, alive, 1183 days
1283.5
TCGA-55-7227-01A
0 years, male, white, stage:Stage IIIA, dead, 952 days
1283.1
TCGA-86-8055-01A
0 years, male, white, stage:Stage IIA, dead, 124 days
1263.6
TCGA-86-6562-01A
0 years, male, white, stage:Stage IIA, dead, 376 days
1217.9
TCGA-J2-8192-01A
0 years, female, white, stage:Stage IIA, alive, 739 days
1215.5
TCGA-50-5045-01A
0 years, female, black or african american, stage:'--, dead, 2174 days
1212.5
TCGA-69-8453-01A
0 years, male, white, stage:Stage IIB, alive, 813 days
1207.4
TCGA-55-A490-01A
0 years, male, white, stage:Stage IIA, dead, 99 days
1206.4
TCGA-53-A4EZ-01A
0 years, male, white, stage:Stage IIA, alive, 1071 days
1197.6
TCGA-05-4430-01A
0 years, female, stage:Stage IB, alive, 761 days
1193.0
TCGA-05-5423-01A
0 years, male, stage:Stage IIB, alive, 151 days
1145.8
TCGA-MP-A4TI-01A
0 years, male, white, stage:Stage IIA, dead, 429 days
1142.5
TCGA-67-3771-01A
0 years, female, black or african american, stage:Stage IA, alive, 610 days
1134.7
TCGA-55-8085-01A
0 years, male, white, stage:Stage IA, alive, 904 days
1104.3
TCGA-50-5936-01A
0 years, male, white, stage:Stage IIIA, dead, 257 days
1102.0
TCGA-MP-A4SY-01A
0 years, male, white, stage:Stage IIB, dead, 1501 days
1079.1
TCGA-49-AARO-01A
0 years, female, black or african american, stage:Stage IA, alive, 3759 days
1078.2
TCGA-35-4123-01A
0 years, male, white, stage:Stage IA, alive, 182 days
1037.0
TCGA-86-8278-01A
0 years, female, white, stage:Stage IIB, alive, 944 days
1031.0
TCGA-55-A491-01A
0 years, female, white, stage:Stage IA, alive, 626 days
1025.6
TCGA-91-6828-01A
0 years, male, white, stage:Stage IA, alive, 323 days
1017.2
TCGA-05-4424-01A
0 years, male, stage:Stage IIB, alive, 913 days
988.0
TCGA-MP-A4TK-01A
0 years, female, stage:Stage IIB, dead, 582 days
982.0
TCGA-95-7562-01A
0 years, male, black or african american, stage:Stage IIA, dead, 87 days
975.6
TCGA-86-7953-01A
0 years, female, white, stage:Stage IA, alive, 997 days
930.0
TCGA-95-8494-01A
0 years, male, white, stage:Stage IIA, alive, 84 days
918.4
TCGA-55-A493-01A
0 years, female, white, stage:Stage IB, alive, 28 days
883.0
TCGA-44-3919-01A
0 years, female, white, stage:Stage IA, dead, 1026 days
876.0
TCGA-55-8506-01A
0 years, female, white, stage:Stage IIB, alive, 11 days
869.7
TCGA-86-7711-01A
0 years, male, white, stage:Stage IIA, dead, 1046 days
865.9
TCGA-05-4249-01A
0 years, male, stage:Stage IB, alive, 1523 days
858.3
TCGA-05-4427-01A
0 years, female, stage:Stage IIB, alive, 791 days
835.4
TCGA-38-4631-01A
0 years, female, white, stage:Stage IB, dead, 354 days
827.5
TCGA-97-7937-01A
0 years, male, white, stage:Stage IB, alive, 564 days
815.8
TCGA-55-A48Z-01A
0 years, female, white, stage:Stage IIIB, alive, 651 days
813.2
TCGA-05-4250-01A
0 years, female, stage:Stage IIIA, dead, 121 days
793.7
TCGA-75-6212-01A
female, stage:Stage IIB, dead, 1516 days
788.0
TCGA-55-7281-01A
0 years, female, white, stage:Stage IA, alive, 872 days
781.1
TCGA-69-7978-01A
0 years, male, white, stage:Stage IIB, alive, 134 days
760.3
TCGA-MP-A4TC-01A
0 years, male, white, stage:Stage IIIA, dead, 74 days
756.3
TCGA-50-6593-01A
0 years, female, white, stage:Stage IIIA, dead, 336 days
751.9
TCGA-05-4390-01A
0 years, female, stage:Stage IB, alive, 1126 days
744.5
TCGA-78-7146-01A
0 years, female, white, stage:Stage IIIA, dead, 173 days
742.0
TCGA-55-8091-01A
0 years, male, white, stage:Stage IB, alive, 600 days
733.4
TCGA-78-8640-01A
0 years, male, stage:Stage IIA, alive, 7062 days
732.3
TCGA-44-2656-01A
0 years, male, white, stage:Stage IB, alive, 1429 days
713.8
TCGA-91-6830-01A
0 years, female, white, stage:Stage IIA, alive, 60 days
696.0
TCGA-50-5072-01A
0 years, male, white, stage:Stage IIIA, dead, 250 days
693.6
TCGA-50-6592-01A
0 years, female, white, stage:Stage IB, dead, 777 days
692.5
TCGA-50-5939-01A
0 years, male, white, stage:Stage IB, dead, 460 days
687.4
TCGA-99-8028-01A
0 years, female, black or african american, stage:Stage IA, alive, 1118 days
671.3
TCGA-50-5066-01A
0 years, male, black or african american, stage:Stage IB, alive, 1442 days
667.3
TCGA-91-6831-01A
0 years, male, white, stage:Stage IB, alive, 310 days
663.2
TCGA-67-3772-01A
0 years, female, white, stage:Stage IB, alive, 573 days
660.4
TCGA-49-4494-01A
0 years, male, white, stage:Stage IIIA, dead, 1081 days
660.2
TCGA-86-8674-01A
0 years, male, white, stage:Stage IIA, alive, 806 days
652.1
TCGA-38-4632-01A
0 years, male, black or african american, stage:Stage IV, dead, 1357 days
649.5
TCGA-86-7714-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 625 days
635.3
TCGA-49-4488-01A
0 years, female, white, stage:Stage IA, dead, 869 days
621.7
TCGA-49-6744-01A
0 years, female, white, stage:Stage IIA, alive, 1683 days
611.6
TCGA-95-7043-01A
0 years, female, white, stage:Stage IA, dead, 503 days
602.0
TCGA-73-4670-01A
0 years, female, white, stage:Stage IV, alive, 131 days
595.8
TCGA-55-8301-01A
0 years, male, white, stage:Stage IB, alive, 534 days
586.3
TCGA-67-3770-01A
0 years, female, white, stage:Stage IA, alive, 610 days
585.9
TCGA-L9-A443-01A
0 years, female, white, stage:Stage IA, dead, 193 days
583.4
TCGA-71-8520-01A
0 years, female, asian, stage:Stage IB, dead, 210 days
581.6
TCGA-05-4405-01A
0 years, female, stage:Stage IB, alive, 610 days
569.7
TCGA-55-7903-01A
0 years, male, white, stage:Stage IA, alive, 567 days
559.8
TCGA-86-A456-01A
0 years, female, asian, stage:Stage IA, alive, 896 days
550.6
TCGA-44-6779-01A
0 years, female, white, stage:Stage IIB, dead, 500 days
545.7
TCGA-97-7554-01A
0 years, female, white, stage:Stage IIIA, alive, 775 days
544.0
TCGA-97-8547-01A
0 years, female, stage:Stage IIIA, alive, 657 days
537.0
TCGA-55-6712-01A
0 years, male, white, stage:Stage IIA, dead, 171 days
535.0
TCGA-49-AAR0-01A
0 years, male, black or african american, stage:Stage IA, alive, 4765 days
533.8
TCGA-55-8205-01A
0 years, female, white, stage:Stage IIA, alive, 599 days
531.8
TCGA-MP-A4SW-01A
0 years, male, white, stage:Stage IIB, dead, 1778 days
528.6
TCGA-97-8175-01A
0 years, female, white, stage:Stage IB, alive, 551 days
521.5
TCGA-75-7027-01A
male, stage:Stage IB, alive, 3059 days
518.9
TCGA-69-7765-01A
0 years, male, black or african american, stage:'--, alive, 165 days
514.4
TCGA-55-8621-01A
0 years, female, white, stage:Stage IA, alive, 515 days
507.4
TCGA-64-5775-01A
0 years, male, white, stage:Stage IIIA, dead, 62 days
507.1
TCGA-50-6590-01A
0 years, female, white, stage:Stage IB, dead, 1288 days
497.3
TCGA-62-A46V-01A
0 years, female, white, stage:Stage IB, alive, 2199 days
496.1
TCGA-55-7914-01A
0 years, female, white, stage:Stage IIA, dead, 187 days
496.0
TCGA-55-1596-01A
0 years, male, asian, stage:Stage IIB, alive, 2065 days
491.5
TCGA-67-3773-01A
0 years, female, white, stage:Stage IB, alive, 427 days
491.1
TCGA-L9-A743-01A
0 years, male, black or african american, stage:Stage IIA, alive, 664 days
479.3
TCGA-55-8090-01A
0 years, male, white, stage:Stage IA, dead, 598 days
477.3
TCGA-78-7150-01A
0 years, male, white, stage:Stage IIB, dead, 666 days
469.2
TCGA-62-A46Y-01A
0 years, female, white, stage:Stage IIIA, dead, 414 days
465.9
TCGA-44-2661-01A
0 years, female, white, stage:Stage IA, alive, 1159 days
465.0
TCGA-55-6971-01A
0 years, female, white, stage:Stage IB, alive, 1400 days
460.8
TCGA-44-8119-01A
0 years, male, white, stage:Stage IIB, alive, 285 days
460.1
TCGA-38-6178-01A
0 years, female, white, stage:Stage IIIA, alive, 448 days
453.0
TCGA-55-6979-01A
0 years, female, white, stage:Stage IIB, dead, 237 days
447.6
TCGA-73-4668-01A
0 years, female, american indian or alaska native, stage:Stage IIB, alive, 467 days
441.7
TCGA-44-7672-01A
0 years, female, white, stage:Stage IA, alive, 719 days
439.2
TCGA-78-8648-01A
0 years, female, stage:Stage IIB, dead, 1209 days
438.2
TCGA-91-8499-01A
0 years, female, white, stage:Stage IA, alive, 36 days
426.2
TCGA-97-7941-01A
0 years, female, white, stage:Stage IA, alive, 484 days
426.1
TCGA-69-7979-01A
0 years, female, white, stage:Stage IB, alive, 408 days
425.6
TCGA-62-8394-01A
0 years, female, white, stage:Stage IIIB, dead, 139 days
418.8
TCGA-55-8508-01A
0 years, female, black or african american, stage:Stage IIA, alive, 617 days
417.8
TCGA-78-7154-01A
0 years, male, white, stage:Stage IIIA, dead, 593 days
417.2
TCGA-55-8208-01A
0 years, female, white, stage:Stage IA, alive, 674 days
411.5
TCGA-55-6983-01A
0 years, male, white, stage:Stage IIB, alive, 2823 days
407.2
TCGA-97-A4LX-01A
0 years, male, white, stage:Stage IB, alive, 614 days
404.4
TCGA-55-6987-01A
0 years, male, white, stage:Stage IA, alive, 2137 days
400.5
TCGA-05-4422-01A
0 years, male, stage:Stage IB, alive, 365 days
397.0
TCGA-50-6595-01A
0 years, female, white, stage:Stage IIIA, dead, 189 days
390.8
TCGA-49-AAR4-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 879 days
390.5
TCGA-91-6836-01A
0 years, female, white, stage:Stage IB, alive, 417 days
387.2
TCGA-50-5941-01A
0 years, female, white, stage:Stage IIIA, alive, 1474 days
379.9
TCGA-86-8279-01A
0 years, male, white, stage:Stage IIA, alive, 949 days
374.2
TCGA-78-7220-01A
0 years, female, white, stage:Stage IIIA, dead, 807 days
368.9
TCGA-55-7726-01A
0 years, female, white, stage:Stage IA, alive, 652 days
366.3
TCGA-99-8032-01A
0 years, male, white, stage:Stage IA, alive, 44 days
365.8
TCGA-44-7669-01A
0 years, male, black or african american, stage:Stage IIA, dead, 574 days
365.6
TCGA-55-7724-01A
0 years, female, white, stage:Stage IB, alive, 705 days
364.3
TCGA-49-4512-01A
0 years, female, white, stage:Stage IIIA, dead, 905 days
364.2
TCGA-97-8176-01A
0 years, male, white, stage:Stage IIIA, dead, 468 days
360.7
TCGA-86-8673-01A
0 years, male, white, stage:Stage IB, alive, 862 days
359.8
TCGA-50-6591-01A
0 years, female, white, stage:Stage IV, dead, 119 days
351.3
TCGA-05-4433-01A
0 years, male, stage:Stage IB, alive, 730 days
350.7
TCGA-44-6147-01A
0 years, female, white, stage:Stage IA, alive, 845 days
347.8
TCGA-55-1594-01A
0 years, male, white, stage:Stage IIIA, alive, 1178 days
347.8
TCGA-MP-A4TA-01A
0 years, female, white, stage:Stage IA, dead, 950 days
346.0
TCGA-64-1678-01A
0 years, female, white, stage:'--, alive, 1189 days
339.6
TCGA-91-6835-01A
0 years, female, white, stage:Stage IA, alive, 79 days
336.3
TCGA-91-6829-01A
0 years, male, white, stage:Stage IB, dead, 1258 days
330.9
TCGA-78-7143-01A
0 years, female, white, stage:Stage IB, dead, 4961 days
328.8
TCGA-53-7624-01A
0 years, female, white, stage:Stage IV, dead, 1043 days
328.3
TCGA-44-7660-01A
0 years, male, white, stage:Stage IB, alive, 592 days
328.3
TCGA-44-3396-01A
0 years, female, white, stage:Stage IIIA, alive, 1130 days
326.9
TCGA-50-6594-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 370 days
326.3
TCGA-91-6849-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 35 days
321.1
TCGA-73-4676-01A
0 years, male, white, stage:Stage IIA, dead, 281 days
312.3
TCGA-49-4505-01A
0 years, female, white, stage:Stage IIB, dead, 428 days
310.8
TCGA-86-8358-01A
0 years, male, white, stage:Stage IB, alive, 653 days
309.2
TCGA-55-6986-01A
0 years, female, white, stage:Stage IB, alive, 3261 days
306.7
TCGA-50-8457-01A
0 years, female, black or african american, stage:Stage IA, alive, 1125 days
306.7
TCGA-55-6642-01A
0 years, male, white, stage:Stage IB, alive, 2449 days
302.1
TCGA-44-A4SU-01A
0 years, female, white, stage:Stage IA, dead, 409 days
298.2
TCGA-L4-A4E6-01A
0 years, male, white, stage:Stage IA, alive, 435 days
297.9
TCGA-55-6968-01A
0 years, male, white, stage:Stage IV, dead, 1293 days
294.4
TCGA-93-A4JO-01A
0 years, male, white, stage:Stage IA, dead, 33 days
294.1
TCGA-38-4628-01A
0 years, female, white, stage:Stage IIB, dead, 1492 days
293.8
TCGA-55-A48Y-01A
0 years, male, white, stage:Stage IIA, alive, 630 days
293.2
TCGA-73-4659-01A
0 years, male, white, stage:Stage IIIA, dead, 711 days
291.6
TCGA-55-8087-01A
0 years, female, white, stage:Stage IB, alive, 462 days
291.1
TCGA-86-A4JF-01A
0 years, male, white, stage:Stage IIB, dead, 737 days
288.2
TCGA-44-A47G-01A
0 years, female, white, stage:Stage IA, alive, 351 days
287.0
TCGA-35-5375-01A
0 years, male, white, stage:Stage IIIA, alive, 264 days
286.4
TCGA-86-8668-01A
0 years, female, white, stage:Stage IA, alive, 423 days
283.2
TCGA-62-8395-01A
0 years, female, white, stage:Stage IIB, alive, 1216 days
282.1
TCGA-86-8669-01A
0 years, male, white, stage:Stage IA, alive, 938 days
281.1
TCGA-75-5125-01A
male, stage:Stage IIB, dead, 2027 days
280.8
TCGA-49-6743-01A
0 years, female, white, stage:Stage IIIA, alive, 1621 days
279.4
TCGA-05-4384-01A
0 years, male, stage:Stage IIIA, alive, 426 days
278.4
TCGA-44-7667-01A
0 years, female, white, stage:Stage IIB, alive, 1097 days
277.3
TCGA-4B-A93V-01A
0 years, female, black or african american, stage:Stage IA, dead, 300 days
277.1
TCGA-44-7662-01A
0 years, male, white, stage:Stage IB, alive, 218 days
276.9
TCGA-86-8054-01A
0 years, male, white, stage:Stage IIB, alive, 1148 days
276.1
TCGA-86-7954-01A
0 years, female, white, stage:Stage IB, alive, 605 days
275.5
TCGA-99-8033-01A
0 years, female, white, stage:Stage IV, dead, 656 days
274.2
TCGA-67-6215-01A
0 years, female, white, stage:Stage IB, alive, 174 days
271.5
TCGA-53-7626-01A
0 years, female, white, stage:Stage IIA, dead, 929 days
271.2
TCGA-49-4490-01A
0 years, female, white, stage:Stage IIIA, dead, 385 days
269.7
TCGA-49-4507-01A
0 years, female, white, stage:Stage IIIA, dead, 268 days
268.3
TCGA-MP-A4T8-01A
0 years, male, stage:Stage IIIA, dead, 161 days
265.2
TCGA-49-AAQV-01A
0 years, female, black or african american, stage:Stage II, dead, 677 days
262.8
TCGA-78-7148-01A
0 years, male, white, stage:Stage IIB, dead, 626 days
261.4
TCGA-J2-8194-01A
0 years, female, white, stage:Stage IIB, alive, 724 days
258.1
TCGA-MN-A4N1-01A
0 years, male, black or african american, stage:Stage IIA, alive, 827 days
257.3
TCGA-44-6774-01A
0 years, female, white, stage:Stage IIIA, alive, 658 days
256.6
TCGA-67-6216-01A
0 years, female, white, stage:Stage IA, alive, 141 days
255.8
TCGA-L9-A50W-01A
0 years, male, black or african american, stage:Stage IIA, dead, 442 days
253.9
TCGA-93-7347-01A
0 years, female, white, stage:Stage IA, alive, 683 days
252.1
TCGA-78-7535-01A
0 years, male, white, stage:Stage IB, dead, 949 days
252.1
TCGA-55-8510-01A
0 years, female, white, stage:Stage IB, alive, 539 days
251.4
TCGA-MP-A4T7-01A
0 years, female, stage:Stage IV, dead, 167 days
249.5
TCGA-69-7761-01A
0 years, male, white, stage:Stage IB, alive, 186 days
248.4
TCGA-05-5429-01A
0 years, male, stage:Stage IIIA, dead, 275 days
247.1
TCGA-38-4626-01A
0 years, female, white, stage:'--, alive, 3674 days
242.8
TCGA-69-7760-01A
0 years, male, white, stage:Stage IIB, alive, 202 days
242.3
TCGA-44-5645-01A
0 years, female, black or african american, stage:Stage IA, alive, 852 days
241.6
TCGA-62-A46S-01A
0 years, male, white, stage:Stage IB, dead, 1653 days
240.9
TCGA-86-8672-01A
0 years, male, white, stage:Stage IIB, dead, 19 days
238.8
TCGA-O1-A52J-01A
0 years, female, white, stage:Stage IA, dead, 1798 days
233.1
TCGA-49-4501-01A
0 years, female, white, stage:Stage IB, dead, 1421 days
232.9
TCGA-75-6206-01A
male, stage:Stage IB, alive, 2590 days
231.6
TCGA-J2-A4AD-01A
0 years, female, white, stage:Stage IA, dead, 550 days
230.7
TCGA-78-7152-01A
0 years, male, white, stage:Stage IB, dead, 1215 days
229.3
TCGA-MN-A4N4-01A
0 years, male, white, stage:Stage IA, alive, 1175 days
227.9
TCGA-55-6981-01A
0 years, female, white, stage:Stage IIIA, dead, 1379 days
219.4
TCGA-73-7499-01A
0 years, female, white, stage:Stage IB, dead, 1531 days
218.4
TCGA-78-7159-01A
0 years, female, white, stage:Stage IA, alive, 1974 days
217.5
TCGA-64-1681-01A
0 years, female, white, stage:Stage IA, dead, 1167 days
217.4
TCGA-NJ-A4YF-01A
0 years, female, black or african american, stage:Stage IA, alive, 2161 days
217.2
TCGA-86-7713-01A
0 years, male, white, stage:Stage IIA, alive, 1157 days
214.7
TCGA-69-8255-01A
0 years, male, white, stage:Stage IA, alive, 129 days
212.7
TCGA-MP-A4SV-01A
0 years, male, stage:Stage IB, dead, 2620 days
211.2
TCGA-97-7553-01A
0 years, female, white, stage:Stage IA, alive, 1870 days
208.4
TCGA-55-7907-01A
0 years, male, white, stage:Stage IIA, dead, 343 days
206.8
TCGA-44-2659-01A
0 years, female, white, stage:Stage IIB, alive, 1367 days
206.5
TCGA-93-A4JQ-01A
0 years, male, white, stage:Stage IA, alive, 526 days
205.8
TCGA-55-8507-01A
0 years, male, white, stage:Stage IA, alive, 418 days
205.3
TCGA-55-8203-01A
0 years, female, white, stage:Stage IA, alive, 547 days
204.7
TCGA-73-4675-01A
0 years, male, white, stage:Stage IIIA, dead, 922 days
204.3
TCGA-05-4389-01A
0 years, male, stage:Stage IA, alive, 1369 days
201.2
TCGA-73-4662-01A
0 years, female, white, stage:Stage IA, alive, 2515 days
199.3
TCGA-L9-A8F4-01A
0 years, female, black or african american, stage:Stage IB, alive, 476 days
198.0
TCGA-55-8620-01A
0 years, male, white, stage:Stage IV, dead, 375 days
196.7
TCGA-71-6725-01A
0 years, female, asian, stage:Stage IB, alive, 256 days
195.9
TCGA-44-2668-01A
0 years, male, white, stage:Stage IB, dead, 761 days
194.5
TCGA-75-6214-01A
female, stage:Stage IIIA, dead, 1115 days
190.5
TCGA-99-7458-01A
0 years, female, white, stage:Stage IIIA, alive, 747 days
190.1
TCGA-55-6985-01A
0 years, female, white, stage:Stage IB, alive, 1233 days
189.8
TCGA-97-A4M6-01A
0 years, female, white, stage:Stage IA, alive, 568 days
189.0
TCGA-95-7039-01A
0 years, female, white, stage:Stage IIB, alive, 1272 days
189.0
TCGA-55-A4DF-01A
0 years, male, white, stage:Stage IA, dead, 440 days
184.9
TCGA-55-8514-01A
0 years, female, black or african american, stage:Stage IB, alive, 520 days
184.7
TCGA-55-8615-01A
0 years, male, white, stage:Stage IIIA, alive, 446 days
184.2
TCGA-62-A472-01A
0 years, male, white, stage:Stage IIB, alive, 910 days
183.9
TCGA-97-7547-01A
0 years, female, white, stage:Stage IB, alive, 1965 days
183.8
TCGA-44-8117-01A
0 years, female, white, stage:Stage IB, alive, 385 days
181.5
TCGA-78-7160-01A
0 years, male, white, stage:Stage IV, dead, 697 days
175.3
TCGA-44-6145-01A
0 years, female, white, stage:Stage IA, alive, 595 days
175.2
TCGA-55-7725-01A
0 years, female, white, stage:Stage IA, alive, 442 days
175.1
TCGA-MP-A4TF-01A
0 years, female, white, stage:Stage IIA, dead, 336 days
174.9
TCGA-86-8359-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
173.9
TCGA-55-8302-01A
0 years, male, white, stage:Stage IB, alive, 478 days
169.9
TCGA-55-7573-01A
0 years, female, white, stage:Stage IA, alive, 487 days
165.5
TCGA-93-7348-01A
0 years, female, white, stage:Stage IA, alive, 531 days
165.3
TCGA-50-5931-01A
0 years, female, white, stage:Stage IB, dead, 434 days
165.2
TCGA-67-6217-01A
0 years, female, white, stage:Stage IIA, alive, 422 days
159.8
TCGA-50-5051-01A
0 years, female, white, stage:Stage IIIA, dead, 478 days
152.7
TCGA-78-7153-01A
0 years, female, white, stage:Stage IB, alive, 3635 days
152.0
TCGA-38-4630-01A
0 years, female, white, stage:Stage IB, dead, 1073 days
150.5
TCGA-55-7576-01A
0 years, male, black or african american, stage:Stage IB, alive, 670 days
149.5
TCGA-MP-A4T9-01A
0 years, female, white, stage:Stage IIIA, dead, 1265 days
148.3
TCGA-MP-A4TD-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
148.1
TCGA-44-7670-01A
0 years, female, white, stage:Stage IIA, alive, 882 days
146.9
TCGA-49-6745-01A
0 years, male, white, stage:Stage IIIA, alive, 522 days
146.6
TCGA-86-8671-01A
0 years, female, white, stage:Stage IIB, alive, 839 days
146.4
TCGA-44-7671-01A
0 years, male, black or african american, stage:Stage IB, alive, 889 days
145.5
TCGA-97-8172-01A
0 years, female, white, stage:Stage IB, alive, 545 days
143.3
TCGA-69-8254-01A
0 years, male, white, stage:'--, alive, 409 days
143.0
TCGA-50-5055-01A
0 years, female, white, stage:Stage IIA, dead, 1830 days
142.4
TCGA-55-8299-01A
0 years, female, white, stage:Stage IA, dead, 469 days
141.3
TCGA-95-7567-01A
0 years, male, white, stage:Stage IIB, alive, 568 days
141.2
TCGA-44-2657-01A
0 years, female, white, stage:Stage IB, alive, 1351 days
140.8
TCGA-55-7727-01A
0 years, male, white, stage:Stage IIIA, alive, 119 days
140.3
TCGA-69-8253-01A
0 years, female, black or african american, stage:Stage IIA, alive, 426 days
139.7
TCGA-97-8171-01A
0 years, male, asian, stage:Stage IV, alive, 568 days
139.0
TCGA-86-8280-01A
0 years, female, white, stage:Stage IIA, alive, 701 days
137.3
TCGA-97-8179-01A
0 years, male, white, stage:Stage IA, alive, 435 days
134.7
TCGA-44-5644-01A
0 years, female, white, stage:Stage IB, alive, 863 days
134.1
TCGA-78-8655-01A
0 years, female, stage:Stage IA, alive, 2360 days
133.9
TCGA-78-7158-01A
0 years, female, white, stage:Stage IIIB, dead, 179 days
133.1
TCGA-55-8092-01A
0 years, male, white, stage:Stage IIB, dead, 154 days
130.4
TCGA-J2-A4AG-01A
0 years, female, white, stage:Stage IA, alive, 988 days
128.5
TCGA-05-4432-01A
0 years, male, stage:Stage IIB, alive, 761 days
126.3
TCGA-95-7948-01A
0 years, female, white, stage:Stage IB, alive, 476 days
124.3
TCGA-86-A4P7-01A
0 years, female, white, stage:Stage IB, alive, 415 days
124.2
TCGA-55-8206-01A
0 years, male, white, stage:Stage IA, alive, 888 days
124.0
TCGA-55-A57B-01A
0 years, female, black or african american, stage:Stage IA, alive, 546 days
123.7
TCGA-49-AARN-01A
0 years, female, black or african american, stage:Stage IA, dead, 1135 days
123.4
TCGA-05-4420-01A
0 years, male, stage:Stage IB, alive, 912 days
121.2
TCGA-86-8585-01A
0 years, male, white, stage:Stage IB, alive, 353 days
120.6
TCGA-93-8067-01A
0 years, male, asian, stage:Stage IB, alive, 186 days
119.5
TCGA-44-7661-01A
0 years, female, white, stage:Stage IB, dead, 557 days
118.7
TCGA-05-5420-01A
0 years, male, stage:Stage IIIA, alive, 457 days
118.5
TCGA-44-6778-01A
0 years, male, black or african american, stage:Stage IA, alive, 1864 days
116.6
TCGA-MP-A4T4-01A
0 years, female, white, stage:Stage IIB, dead, 2617 days
115.5
TCGA-05-4397-01A
0 years, male, stage:Stage IIB, dead, 731 days
115.3
TCGA-73-4666-01A
0 years, female, white, stage:Stage IV, alive, 800 days
115.3
TCGA-50-5946-01A
0 years, male, white, stage:Stage IA, alive, 1617 days
114.3
TCGA-55-6970-01A
0 years, female, white, stage:Stage IIIA, dead, 464 days
113.9
TCGA-62-A46R-01A
0 years, female, white, stage:Stage IB, dead, 1725 days
113.6
TCGA-80-5608-01A
female, stage:Stage IA, alive, 2832 days
112.7
TCGA-55-6978-01A
0 years, male, white, stage:Stage IIA, dead, 176 days
110.9
TCGA-55-7574-01A
0 years, female, white, stage:Stage IB, dead, 995 days
110.3
TCGA-50-5935-01A
0 years, female, white, stage:Stage IA, dead, 653 days
106.9
TCGA-86-8056-01A
0 years, female, white, stage:Stage IIIA, alive, 139 days
104.6
TCGA-86-8076-01A
0 years, male, white, stage:Stage IA, alive, 993 days
104.2
TCGA-91-7771-01A
0 years, male, white, stage:Stage IIB, alive, 492 days
103.0
TCGA-55-8614-01A
0 years, male, white, stage:Stage IB, alive, 536 days
103.0
TCGA-86-7701-01A
0 years, male, white, stage:Stage IV, alive, 947 days
103.0
TCGA-05-4396-01A
0 years, male, stage:Stage IIIB, dead, 303 days
100.9
TCGA-91-6848-01A
0 years, male, white, stage:Stage IIIA, alive, 224 days
100.6
TCGA-95-7947-01A
0 years, male, white, stage:Stage IA, alive, 477 days
99.1
TCGA-55-8204-01A
0 years, female, white, stage:Stage IB, alive, 515 days
99.0
TCGA-64-5778-01A
0 years, male, white, stage:Stage IB, alive, 1305 days
98.7
TCGA-50-5930-01A
0 years, male, white, stage:Stage IIIA, dead, 282 days
98.2
TCGA-44-A47A-01A
0 years, female, white, stage:Stage IB, alive, 466 days
97.6
TCGA-78-7537-01A
0 years, male, stage:Stage IB, dead, 1622 days
96.2
TCGA-NJ-A4YP-01A
0 years, male, white, stage:Stage IB, alive, 50 days
93.8
TCGA-55-7910-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1040 days
93.3
TCGA-35-3615-01A
0 years, male, white, stage:Stage IB, alive, 14 days
90.7
TCGA-NJ-A4YG-01A
0 years, male, white, stage:Stage IB, alive, 2261 days
89.5
TCGA-78-7167-01A
0 years, male, white, stage:Stage IV, dead, 2681 days
88.0
TCGA-64-1680-01A
0 years, male, white, stage:Stage IV, alive, 1126 days
87.6
TCGA-97-7546-01A
0 years, female, white, stage:Stage IA, alive, 1285 days
87.0
TCGA-55-8513-01A
0 years, female, white, stage:Stage IIB, alive, 791 days
86.6
TCGA-97-A4M7-01A
0 years, male, white, stage:Stage IA, alive, 629 days
86.1
TCGA-55-7994-01A
0 years, male, white, stage:Stage IIB, alive, 603 days
85.5
TCGA-50-5944-01A
0 years, female, white, stage:Stage IA, alive, 1750 days
84.4
TCGA-62-A46O-01A
0 years, female, white, stage:Stage IB, dead, 1454 days
83.1
TCGA-64-1677-01A
0 years, female, white, stage:Stage IIIA, dead, 628 days
82.2
TCGA-91-8496-01A
0 years, female, white, stage:Stage IB, alive, 505 days
82.0
TCGA-49-4510-01A
0 years, female, black or african american, stage:Stage IIB, dead, 896 days
81.8
TCGA-78-7147-01A
0 years, female, white, stage:Stage IIB, dead, 586 days
81.7
TCGA-75-5146-01A
male, stage:Stage IB, alive, 2368 days
81.4
TCGA-93-A4JN-01A
0 years, male, white, stage:Stage IV, alive, 718 days
80.4
TCGA-95-A4VN-01A
0 years, female, white, stage:Stage IIA, alive, 553 days
79.1
TCGA-99-AA5R-01A
0 years, female, black or african american, stage:Stage IA, alive, 658 days
77.6
TCGA-91-A4BD-01A
0 years, male, white, stage:Stage IIA, alive, 603 days
77.0
TCGA-55-8619-01A
0 years, female, white, stage:Stage IIB, alive, 416 days
75.7
TCGA-78-7542-01A
0 years, male, white, stage:Stage IB, dead, 321 days
75.7
TCGA-62-8399-01A
0 years, male, white, stage:Stage IIIA, alive, 2696 days
75.5
TCGA-99-8025-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 1060 days
75.5
TCGA-44-2666-01A
0 years, male, white, stage:Stage IB, dead, 97 days
72.6
TCGA-38-A44F-01A
0 years, male, white, stage:Stage IB, alive, 133 days
72.0
TCGA-55-6975-01A
0 years, male, white, stage:Stage IIB, dead, 118 days
72.0
TCGA-55-A494-01A
0 years, female, white, stage:Stage IB, alive, 481 days
71.2
TCGA-62-A470-01A
0 years, male, white, stage:Stage IB, dead, 1194 days
71.0
TCGA-62-A46P-01A
0 years, male, white, stage:Stage IB, dead, 594 days
70.9
TCGA-MP-A5C7-01A
0 years, female, white, stage:Stage IB, alive, 2248 days
70.9
TCGA-38-7271-01A
0 years, female, white, stage:Stage IA, dead, 800 days
70.8
TCGA-05-4417-01A
0 years, female, stage:Stage IB, alive, 455 days
68.9
TCGA-NJ-A55R-01A
0 years, male, white, stage:Stage IA, alive, 603 days
68.2
TCGA-91-6847-01A
0 years, female, white, stage:Stage IB, alive, 842 days
67.8
TCGA-49-AAR3-01A
0 years, male, black or african american, stage:Stage IIB, alive, 1893 days
67.1
TCGA-55-6984-01A
0 years, female, white, stage:Stage IIB, dead, 760 days
67.0
TCGA-75-7025-01A
male, stage:Stage IB, alive, 3305 days
65.8
TCGA-MN-A4N5-01A
0 years, male, white, stage:Stage IA, alive, 84 days
64.1
TCGA-86-7955-01A
0 years, male, white, stage:Stage IB, alive, 1072 days
63.2
TCGA-MP-A4T6-01A
0 years, female, white, stage:Stage IIIA, dead, 1790 days
62.7
TCGA-64-5774-01A
0 years, male, white, stage:Stage IB, alive, 2676 days
62.3
TCGA-44-7659-01A
0 years, male, white, stage:Stage IA, alive, 691 days
62.1
TCGA-L9-A444-01A
0 years, female, white, stage:Stage IA, alive, 307 days
61.9
TCGA-86-6851-01A
0 years, female, white, stage:Stage IIA, alive, 179 days
61.5
TCGA-NJ-A55O-01A
0 years, female, white, stage:Stage IIA, alive, 13 days
61.4
TCGA-95-8039-01A
0 years, male, white, stage:Stage IA, alive, 830 days
61.4
TCGA-49-AARQ-01A
0 years, female, black or african american, stage:Stage I, alive, 6732 days
60.5
TCGA-NJ-A4YI-01A
0 years, female, white, stage:Stage IIIA, dead, 4 days
59.0
TCGA-55-8616-01A
0 years, female, white, stage:Stage IB, alive, 48 days
58.8
TCGA-J2-A4AE-01A
0 years, female, white, stage:Stage IA, alive, 1079 days
58.2
TCGA-44-8120-01A
0 years, male, black or african american, stage:Stage IB, alive, 260 days
58.1
TCGA-91-8497-01A
0 years, female, white, stage:Stage IA, dead, 434 days
57.7
TCGA-50-5044-01A
0 years, female, white, stage:Stage IIIB, dead, 624 days
56.6
TCGA-86-A4D0-01A
0 years, male, white, stage:Stage IIA, dead, 116 days
56.1
TCGA-44-A479-01A
0 years, female, black or african american, stage:Stage IB, alive, 486 days
55.9
TCGA-62-8397-01A
0 years, female, white, stage:Stage IIB, alive, 1289 days
55.7
TCGA-93-A4JP-01A
0 years, male, asian, stage:Stage IV, alive, 578 days
53.6
TCGA-95-7944-01A
0 years, male, white, stage:Stage IA, alive, 377 days
53.2
TCGA-62-8402-01A
0 years, female, white, stage:Stage IIIA, dead, 1498 days
51.9
TCGA-78-7163-01A
0 years, male, white, stage:Stage IB, alive, 7248 days
51.8
TCGA-NJ-A4YQ-01A
0 years, female, white, stage:Stage IA, alive, 1432 days
50.8
TCGA-MP-A4TE-01A
0 years, male, white, stage:Stage IIA, dead, 896 days
50.1
TCGA-S2-AA1A-01A
0 years, female, black or african american, stage:Stage IA, alive, 513 days
49.3
TCGA-50-7109-01A
0 years, male, white, stage:Stage IA, dead, 308 days
49.2
TCGA-97-7938-01A
0 years, female, white, stage:Stage IA, dead, 18 days
48.3
TCGA-49-6761-01A
0 years, female, white, stage:Stage IIIA, alive, 354 days
47.8
TCGA-69-7980-01A
0 years, female, white, stage:Stage I, alive, 411 days
47.6
TCGA-55-A48X-01A
0 years, female, white, stage:Stage IIA, alive, 689 days
46.9
TCGA-49-AAR2-01A
0 years, male, black or african american, stage:Stage IB, alive, 2224 days
45.8
TCGA-73-4677-01A
0 years, male, white, stage:'--, dead, 38 days
45.6
TCGA-78-7166-01A
0 years, male, white, stage:Stage IIB, dead, 258 days
44.5
TCGA-49-6767-01A
0 years, female, white, stage:Stage IIB, alive, 677 days
44.4
TCGA-55-7911-01A
0 years, female, white, stage:Stage IA, alive, 537 days
43.7
TCGA-97-A4M2-01A
0 years, male, white, stage:Stage IA, alive, 624 days
42.6
TCGA-64-5779-01A
0 years, male, white, stage:Stage IIIA, alive, 864 days
41.9
TCGA-38-4625-01A
0 years, female, white, stage:Stage IB, alive, 2973 days
40.6
TCGA-L4-A4E5-01A
0 years, female, white, stage:Stage I, alive, 578 days
39.7
TCGA-78-7539-01A
0 years, female, white, stage:Stage IIA, alive, 791 days
38.6
TCGA-64-5781-01A
0 years, female, white, stage:Stage IB, alive, 1559 days
37.8
TCGA-44-2655-01A
0 years, female, white, stage:Stage IA, alive, 1324 days
37.8
TCGA-69-A59K-01A
0 years, female, black or african american, stage:Stage IIB, alive, 591 days
37.5
TCGA-97-7552-01A
0 years, male, white, stage:Stage IB, alive, 1932 days
37.4
TCGA-97-A4M0-01A
0 years, female, white, stage:Stage IB, alive, 652 days
37.1
TCGA-73-7498-01A
0 years, female, white, stage:Stage IA, alive, 1189 days
35.8
TCGA-78-7161-01A
0 years, female, white, stage:Stage IIB, dead, 291 days
35.1
TCGA-50-5942-01A
0 years, female, white, stage:Stage IA, alive, 1847 days
34.6
TCGA-91-6840-01A
0 years, female, white, stage:Stage IA, alive, 372 days
34.3
TCGA-95-A4VK-01A
0 years, female, white, stage:Stage IIIA, alive, 651 days
32.6
TCGA-NJ-A55A-01A
0 years, female, white, stage:Stage IB, alive, 15 days
32.2
TCGA-97-A4M5-01A
0 years, male, white, stage:Stage IA, alive, 634 days
31.1
TCGA-78-7155-01A
0 years, male, white, stage:Stage IB, dead, 1171 days
30.8
TCGA-44-6148-01A
0 years, male, white, stage:Stage IA, alive, 704 days
28.5
TCGA-97-8552-01A
0 years, female, white, stage:Stage I, alive, 626 days
28.4
TCGA-49-4506-01A
0 years, female, white, stage:Stage IIB, dead, 999 days
27.9
TCGA-86-A4P8-01A
0 years, female, white, stage:Stage IIIA, alive, 805 days
27.8
TCGA-69-7763-01A
0 years, male, white, stage:Stage IA, alive, 690 days
27.2
TCGA-55-8511-01A
0 years, female, white, stage:Stage IB, alive, 552 days
26.0
TCGA-55-A4DG-01A
0 years, male, white, stage:Stage IA, alive, 608 days
26.0
TCGA-78-7149-01A
0 years, male, white, stage:Stage IIIB, alive, 3940 days
25.1
TCGA-67-3774-01A
0 years, female, white, stage:Stage IB, alive, 385 days
24.2
TCGA-MP-A4TJ-01A
0 years, female, stage:Stage IA, dead, 339 days
23.3
TCGA-05-5425-01A
0 years, male, stage:Stage IIB, alive, 882 days
23.1
TCGA-55-7816-01A
0 years, female, white, stage:Stage IV, dead, 468 days
23.0
TCGA-78-7540-01A
0 years, female, white, stage:Stage IB, dead, 1197 days
22.4
TCGA-49-4487-01A
0 years, female, white, stage:Stage IA, dead, 855 days
21.3
TCGA-50-8460-01A
0 years, male, white, stage:Stage IA, alive, 829 days
20.4
TCGA-78-8660-01A
0 years, male, stage:Stage IIB, dead, 321 days
20.3
TCGA-49-6742-01A
0 years, male, white, stage:Stage IIA, dead, 488 days
19.5
TCGA-83-5908-01A
0 years, female, white, stage:Stage IA, alive, 824 days
19.4
TCGA-MP-A4TH-01A
0 years, female, white, stage:Stage IA, alive, 741 days
18.4
TCGA-L9-A7SV-01A
0 years, male, black or african american, stage:Stage IIA, alive, 565 days
17.9
TCGA-55-8094-01A
0 years, male, white, stage:Stage IV, alive, 541 days
16.9
TCGA-49-AARR-01A
0 years, male, black or african american, stage:Stage IA, alive, 4992 days
16.6
TCGA-55-A492-01A
0 years, female, white, stage:Stage IA, alive, 596 days
16.0
TCGA-55-7283-01A
0 years, female, white, stage:Stage IIIA, alive, 609 days
15.6
TCGA-49-4486-01A
0 years, male, white, stage:Stage IA, dead, 2318 days
14.5
TCGA-55-8097-01A
0 years, female, white, stage:Stage IA, alive, 476 days
14.3
TCGA-69-7973-01A
0 years, female, white, stage:Stage IB, alive, 230 days
13.6
TCGA-69-7764-01A
0 years, male, white, stage:Stage IA, alive, 414 days
13.3
TCGA-50-5932-01A
0 years, male, white, stage:Stage IIB, dead, 1235 days
13.2
TCGA-55-8512-01A
0 years, male, white, stage:Stage IV, dead, 607 days
12.3
TCGA-97-8174-01A
0 years, male, white, stage:Stage IIA, dead, 164 days
12.1
TCGA-78-8662-01A
0 years, female, stage:Stage IB, dead, 3361 days
11.9
TCGA-97-A4M1-01A
0 years, female, white, stage:Stage IA, alive, 601 days
11.6
TCGA-78-7162-01A
0 years, male, white, stage:Stage IA, dead, 3169 days
11.0
TCGA-91-A4BC-01A
0 years, male, white, stage:Stage IIA, alive, 44 days
10.4
TCGA-NJ-A7XG-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 617 days
9.8
TCGA-97-A4M3-01A
0 years, female, white, stage:Stage IA, alive, 540 days
9.7
TCGA-53-7813-01A
0 years, female, white, stage:Stage IIIB, alive, 424 days
9.4
TCGA-44-6776-01A
0 years, female, white, stage:Stage IA, alive, 2616 days
8.5
TCGA-73-A9RS-01A
0 years, male, black or african american, stage:Stage IIB, dead, 340 days
8.2
TCGA-44-5643-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 1013 days
8.0
TCGA-55-6972-01A
0 years, male, white, stage:Stage IB, dead, 1632 days
7.7
TCGA-49-4514-01A
0 years, female, white, stage:Stage IA, alive, 1700 days
7.6
TCGA-55-8089-01A
0 years, male, white, stage:Stage IA, dead, 702 days
7.1
TCGA-78-7156-01A
0 years, male, white, stage:Stage IV, dead, 976 days
6.7
TCGA-95-A4VP-01A
0 years, female, white, stage:Stage IIIA, alive, 605 days
5.9
TCGA-50-6597-01A
0 years, female, white, stage:Stage IB, dead, 1268 days
5.9
TCGA-78-7633-01A
0 years, male, white, stage:Stage IB, dead, 1528 days
4.3
TCGA-44-6146-01A
0 years, male, white, stage:Stage IIB, alive, 728 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.
SPP1 is potential prognostic, high expression is unfavorable in Lung Adenocarcinoma (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
939.6
Number of samples
105
Samples
Sample
Description
TPM
L728
0 years, male, stage:Stage IIB, dead, 1128 days
4167.7
L890
0 years, female, stage:Stage IIB, dead, 1264 days
4026.0
L413
0 years, female, stage:Stage IIIA, dead, 313 days
3960.5
L531
0 years, male, stage:Stage IB, dead, 928 days
3924.9
L873
0 years, female, stage:Stage IA, alive, 1740 days
3481.3
L683
0 years, female, stage:Stage IIA, dead, 612 days
3017.6
L616
0 years, male, stage:Stage IA, dead, 410 days
2953.2
L695
0 years, female, stage:Stage IB, dead, 1762 days
2926.9
L703
0 years, male, stage:Stage IIA, dead, 1137 days
2885.9
L872
0 years, female, stage:Stage IA, alive, 1793 days
2870.6
L404
0 years, female, stage:Stage IIA, dead, 2318 days
2592.2
L738
0 years, female, stage:Stage IB, dead, 1314 days
2237.5
L621
0 years, female, stage:Stage IIIA, dead, 1487 days
1862.9
L879
0 years, male, stage:Stage IV, dead, 873 days
1826.0
L530
0 years, female, stage:Stage IIA, dead, 308 days
1720.0
L566
0 years, male, stage:Stage IB, alive, 2489 days
1615.2
L887
0 years, male, stage:Stage IA, dead, 374 days
1596.0
L871
0 years, male, stage:Stage IB, dead, 873 days
1528.2
L773
0 years, female, stage:Stage IV, dead, 311 days
1433.1
L601
0 years, male, stage:Stage IB, dead, 2068 days
1421.9
L688
0 years, male, stage:Stage IIIA, dead, 789 days
1358.5
L656
0 years, male, stage:Stage IA, alive, 2227 days
1337.5
L682
0 years, female, stage:Stage IIB, dead, 840 days
1334.4
L731
0 years, female, stage:Stage IA, dead, 964 days
1296.3
L546
0 years, male, stage:Stage IA, dead, 973 days
1228.1
L603
0 years, female, stage:Stage IB, dead, 972 days
1225.5
L605
0 years, female, stage:Stage IA, alive, 2460 days
1203.4
L791
0 years, female, stage:Stage IIIA, dead, 368 days
1150.6
L462
0 years, male, stage:Stage IIIA, dead, 568 days
1139.2
L561
0 years, female, stage:Stage IA, alive, 2543 days
1138.2
L867
0 years, female, stage:Stage IIIA, dead, 317 days
1088.5
L541
0 years, female, stage:Stage IIIA, dead, 915 days
1074.4
L440
0 years, male, stage:Stage IIB, dead, 651 days
1061.4
L735
0 years, female, stage:Stage IA, alive, 1830 days
1029.0
L400
0 years, male, stage:Stage IIA, dead, 1233 days
1023.4
L838
0 years, female, stage:Stage IA, dead, 1005 days
1008.2
L612
0 years, female, stage:Stage IIIA, alive, 2410 days
1003.7
L766
0 years, male, stage:Stage IB, alive, 1793 days
889.3
L532
0 years, female, stage:Stage IA, dead, 301 days
887.4
L613
0 years, male, stage:Stage IIIA, dead, 19 days
861.9
L557
0 years, female, stage:Stage IB, alive, 2580 days
838.8
L875
0 years, female, stage:Stage IA, alive, 1675 days
782.0
L810
0 years, female, stage:Stage IIIA, dead, 625 days
774.7
L617
0 years, male, stage:Stage IIIA, dead, 238 days
772.9
L802
0 years, female, stage:Stage IA, dead, 773 days
769.6
L484
0 years, female, stage:Stage IA, alive, 2895 days
750.1
L599
0 years, male, stage:Stage IB, dead, 2083 days
748.9
L551
0 years, male, stage:Stage IA, alive, 2924 days
719.5
L826
0 years, female, stage:Stage IV, dead, 935 days
699.4
L689
0 years, male, stage:Stage IA, alive, 1943 days
668.4
L565
0 years, female, stage:Stage IB, dead, 543 days
655.9
L816
0 years, female, stage:Stage IIA, dead, 353 days
655.1
L439
0 years, male, stage:Stage IIB, dead, 2773 days
629.3
L458
0 years, female, stage:Stage IA, dead, 223 days
627.8
L607
0 years, male, stage:Stage IB, alive, 2572 days
613.9
L778
0 years, female, stage:Stage IA, alive, 1600 days
595.6
L630
0 years, female, stage:Stage IA, dead, 1733 days
587.5
L768
0 years, male, stage:Stage IIIA, dead, 472 days
561.9
L504
0 years, female, stage:Stage IA, dead, 1295 days
557.6
L678
0 years, female, stage:Stage IB, dead, 1114 days
529.5
L827
0 years, male, stage:Stage IIB, dead, 1105 days
528.6
L865
0 years, female, stage:Stage IIB, alive, 1927 days
499.5
L619
0 years, female, stage:Stage IIIA, dead, 1905 days
468.4
L874
0 years, female, stage:Stage IIIA, alive, 1733 days
456.5
L831
0 years, female, stage:Stage IB, alive, 2152 days
451.9
L446
0 years, female, stage:Stage IIB, dead, 415 days
443.2
L880
0 years, female, stage:Stage IA, alive, 1767 days
438.9
L877
0 years, female, stage:Stage IA, alive, 1599 days
426.6
L493
0 years, female, stage:Stage IIB, alive, 2945 days
419.1
L606
0 years, male, stage:Stage IA, alive, 2336 days
368.0
L808
0 years, female, stage:Stage IA, alive, 3001 days
366.3
L638
0 years, male, stage:Stage IA, alive, 2076 days
345.6
L567
0 years, female, stage:Stage IIIA, dead, 1299 days
337.1
L455
0 years, female, stage:Stage IA, alive, 3315 days
326.6
L749
0 years, female, stage:Stage IIIA, dead, 189 days
295.3
L545
0 years, female, stage:Stage IA, alive, 2874 days
282.4
L800
0 years, female, stage:Stage IA, dead, 2417 days
275.2
L851
0 years, male, stage:Stage IB, dead, 1315 days
274.0
L626
0 years, female, stage:Stage IA, dead, 1994 days
241.6
L569
0 years, female, stage:Stage IA, alive, 2531 days
239.5
L401
0 years, male, stage:Stage IIIA, dead, 1888 days
234.7
L828
0 years, female, stage:Stage IIB, alive, 2222 days
233.6
L543
0 years, male, stage:Stage IA, alive, 2711 days
221.6
L764
0 years, male, stage:Stage IIIA, alive, 1684 days
219.4
L832
0 years, female, stage:Stage IA, alive, 2145 days
216.8
L593
0 years, male, stage:Stage IA, dead, 2436 days
215.0
L746
0 years, female, stage:Stage IIIA, dead, 594 days
197.9
L602
0 years, female, stage:Stage IA, alive, 2277 days
184.1
L814
0 years, male, stage:Stage IIIA, alive, 2466 days
178.1
L585
0 years, female, stage:Stage IIA, dead, 402 days
148.8
L850
0 years, male, stage:Stage IIIA, dead, 997 days
140.7
L620
0 years, female, stage:Stage IIIA, dead, 338 days
128.9
L663
0 years, female, stage:Stage IB, alive, 2018 days
125.0
L473
0 years, female, stage:Stage IA, alive, 3021 days
124.5
L782
0 years, female, stage:Stage IIB, alive, 3371 days
120.7
L673
0 years, female, stage:Stage IA, dead, 568 days
101.7
L662
0 years, male, stage:Stage IA, dead, 865 days
100.2
L596
0 years, female, stage:Stage IA, alive, 2319 days
84.1
L842
0 years, female, stage:Stage IB, alive, 2005 days
69.6
L752
0 years, male, stage:Stage IIIA, alive, 1647 days
58.5
L829
0 years, male, stage:Stage IA, alive, 2173 days
51.9
L725
0 years, female, stage:Stage IA, alive, 1830 days
45.5
L710
0 years, female, stage:Stage IIA, alive, 1775 days
20.2
L885
0 years, female, stage:Stage IA, alive, 1618 days
18.1
L511
0 years, female, stage:Stage IIIA, alive, 2942 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.
SPP1 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
826.9
Number of samples
489
Samples
Sample
Description
TPM
TCGA-92-8063-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
10522.6
TCGA-66-2773-01A
0 years, male, stage:Stage IB, dead, 92 days
8609.7
TCGA-37-4133-01A
0 years, male, white, stage:Stage IIIA, alive, 238 days
8248.4
TCGA-NC-A5HL-01A
0 years, male, white, stage:Stage IIA, dead, 88 days
7628.0
TCGA-85-8070-01A
0 years, male, white, stage:Stage IB, alive, 960 days
5764.3
TCGA-85-8072-01A
0 years, male, white, stage:Stage IA, alive, 932 days
5619.7
TCGA-58-A46K-01A
0 years, male, white, stage:Stage IIIA, dead, 1045 days
5511.6
TCGA-77-6845-01A
0 years, male, white, stage:Stage IIB, dead, 708 days
5428.2
TCGA-66-2766-01A
0 years, male, stage:Stage IIIA, alive, 31 days
4568.4
TCGA-60-2706-01A
0 years, male, white, stage:Stage IA, alive, 2820 days
4475.4
TCGA-21-1071-01A
0 years, male, white, stage:Stage IB, dead, 1426 days
4423.7
TCGA-66-2727-01A
0 years, female, stage:Stage IB, dead, 516 days
4374.4
TCGA-58-8393-01A
0 years, female, white, stage:Stage IB, alive, 1058 days
4330.5
TCGA-18-4086-01A
0 years, male, stage:Stage IB, dead, 85 days
4175.7
TCGA-33-A5GW-01A
0 years, male, white, stage:Stage IIA, dead, 9 days
4052.1
TCGA-22-4605-01A
0 years, female, stage:Stage IB, dead, 974 days
3968.5
TCGA-22-5485-01A
0 years, female, white, stage:Stage IA, dead, 916 days
3863.2
TCGA-66-2737-01A
0 years, male, stage:Stage IIB, alive, 61 days
3718.0
TCGA-56-7223-01A
0 years, male, white, stage:Stage IIIA, dead, 442 days
3621.0
TCGA-94-7557-01A
0 years, male, black or african american, stage:Stage IB, dead, 5 days
3605.8
TCGA-18-3411-01A
0 years, female, stage:Stage IIIA, alive, 3576 days
3491.3
TCGA-MF-A522-01A
0 years, male, white, stage:Stage IB, dead, 360 days
3389.0
TCGA-77-8007-01A
0 years, male, stage:Stage IIB, dead, 198 days
3365.0
TCGA-34-2596-01A
0 years, male, white, stage:Stage IIB, dead, 80 days
3325.3
TCGA-77-A5GA-01A
0 years, male, stage:Stage IB, alive, 1280 days
3292.7
TCGA-46-3768-01A
0 years, male, white, stage:Stage IIIA, dead, 299 days
3214.4
TCGA-LA-A446-01A
0 years, male, white, stage:Stage IA, alive, 401 days
3164.6
TCGA-34-5240-01A
0 years, female, white, stage:Stage IIB, alive, 1541 days
3077.7
TCGA-77-8131-01A
0 years, male, stage:Stage IB, dead, 383 days
3062.8
TCGA-85-8277-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
2946.7
TCGA-39-5036-01A
0 years, male, white, stage:Stage IB, alive, 2165 days
2897.5
TCGA-66-2758-01A
0 years, male, stage:Stage IB, alive, 639 days
2836.5
TCGA-94-A5I6-01A
0 years, male, white, stage:Stage IIB, alive, 538 days
2802.5
TCGA-77-6843-01A
0 years, male, white, stage:Stage IIA, dead, 2224 days
2769.8
TCGA-58-8391-01A
0 years, female, white, stage:Stage IIIA, alive, 2167 days
2765.6
TCGA-90-7964-01A
0 years, male, white, stage:Stage IB, alive, 428 days
2741.8
TCGA-63-A5ML-01A
0 years, male, stage:Stage IB, alive, 1386 days
2687.3
TCGA-66-2777-01A
0 years, male, stage:Stage IB, alive, 61 days
2653.5
TCGA-43-2581-01A
0 years, female, white, stage:Stage IIIA, alive, 1176 days
2518.5
TCGA-22-5483-01A
0 years, male, white, stage:Stage IIA, dead, 573 days
2515.6
TCGA-33-AASD-01A
0 years, male, black or african american, stage:Stage IA, dead, 2249 days
2464.2
TCGA-21-1075-01A
0 years, male, white, stage:Stage IIB, alive, 2134 days
2448.1
TCGA-22-5474-01A
0 years, male, white, stage:Stage IB, dead, 445 days
2436.5
TCGA-22-4604-01A
0 years, male, white, stage:Stage IIA, dead, 399 days
2293.9
TCGA-18-3415-01A
0 years, male, stage:Stage IB, dead, 2803 days
2281.5
TCGA-18-3409-01A
0 years, male, white, stage:Stage IA, alive, 3747 days
2265.3
TCGA-33-4586-01A
0 years, male, white, stage:Stage IIIA, dead, 428 days
2233.8
TCGA-77-8146-01A
0 years, male, stage:Stage IA, alive, 3189 days
2233.7
TCGA-85-8352-01A
0 years, male, white, stage:Stage IIIA, dead, 161 days
2158.6
TCGA-NC-A5HE-01A
0 years, male, white, stage:Stage IIB, alive, 2336 days
2067.2
TCGA-51-4080-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 12 days
2037.4
TCGA-52-7622-01A
0 years, female, white, stage:Stage IA, alive, 862 days
2025.1
TCGA-37-4132-01A
0 years, female, white, stage:Stage IV, alive, 227 days
2003.1
TCGA-94-7943-01A
0 years, male, white, stage:Stage IA, alive, 559 days
1979.0
TCGA-33-AAS8-01A
0 years, female, black or african american, stage:Stage IA, dead, 1114 days
1968.1
TCGA-56-A62T-01A
0 years, male, black or african american, stage:Stage IIA, alive, 440 days
1966.4
TCGA-22-5477-01A
0 years, male, white, stage:Stage IA, dead, 1346 days
1932.0
TCGA-18-3408-01A
0 years, female, white, stage:Stage IB, dead, 2304 days
1886.9
TCGA-39-5011-01A
0 years, female, white, stage:Stage IA, alive, 4053 days
1860.3
TCGA-21-1072-01A
0 years, male, white, stage:Stage IB, alive, 3016 days
1856.7
TCGA-56-8625-01A
0 years, female, white, stage:Stage IIIA, dead, 315 days
1853.2
TCGA-77-7141-01A
0 years, male, white, stage:Stage IB, alive, 15 days
1832.6
TCGA-56-5897-01A
0 years, male, white, stage:Stage IA, alive, 378 days
1815.3
TCGA-46-6025-01A
0 years, male, white, stage:Stage IIB, alive, 324 days
1801.6
TCGA-66-2770-01A
0 years, male, stage:Stage IB, alive, 700 days
1794.4
TCGA-66-2791-01A
0 years, male, stage:Stage IIIB, dead, 153 days
1782.8
TCGA-70-6723-01A
0 years, male, asian, stage:Stage IIA, alive, 375 days
1773.2
TCGA-68-7756-01A
0 years, male, white, stage:Stage IIIA, alive, 202 days
1768.6
TCGA-63-A5MJ-01A
0 years, male, stage:Stage IIB, alive, 1824 days
1739.6
TCGA-85-6561-01A
0 years, male, white, stage:Stage IB, alive, 1224 days
1720.5
TCGA-66-2783-01A
0 years, male, stage:Stage IIIB, alive, 759 days
1714.2
TCGA-85-8666-01A
0 years, male, white, stage:Stage IB, dead, 687 days
1711.4
TCGA-NC-A5HN-01A
0 years, male, white, stage:Stage IIA, alive, 1499 days
1703.6
TCGA-77-7338-01A
0 years, male, white, stage:Stage IB, dead, 5 days
1701.9
TCGA-85-8052-01A
0 years, male, white, stage:Stage IIB, alive, 734 days
1679.4
TCGA-34-5236-01A
0 years, male, white, stage:Stage IIB, dead, 276 days
1660.9
TCGA-66-2800-01A
0 years, male, stage:Stage IIIB, alive, 1492 days
1652.2
TCGA-33-6738-01A
0 years, male, white, stage:Stage IIIA, alive, 1927 days
1640.6
TCGA-85-7844-01A
0 years, male, white, stage:Stage IB, alive, 911 days
1615.1
TCGA-56-7730-01A
0 years, male, white, stage:Stage IIA, dead, 198 days
1609.7
TCGA-85-7696-01A
0 years, male, white, stage:Stage IA, alive, 1111 days
1599.2
TCGA-18-3412-01A
0 years, male, white, stage:Stage IB, dead, 345 days
1599.1
TCGA-66-2780-01A
0 years, male, stage:Stage IB, dead, 366 days
1579.7
TCGA-43-3920-01A
0 years, male, white, stage:Stage IB, alive, 1007 days
1573.1
TCGA-37-4135-01A
0 years, male, white, stage:Stage IB, alive, 207 days
1551.8
TCGA-18-5592-01A
0 years, male, stage:Stage IIB, alive, 1519 days
1498.7
TCGA-43-8118-01A
0 years, female, white, stage:Stage IA, dead, 89 days
1478.3
TCGA-43-3394-01A
0 years, male, black or african american, stage:Stage IB, dead, 1190 days
1457.3
TCGA-33-6737-01A
0 years, male, white, stage:Stage IIIA, dead, 601 days
1457.2
TCGA-92-7341-01A
0 years, male, white, stage:Stage IB, alive, 106 days
1437.1
TCGA-39-5029-01A
0 years, male, white, stage:Stage IIIA, dead, 740 days
1430.5
TCGA-43-6773-01A
0 years, male, white, stage:Stage IIB, dead, 116 days
1429.1
TCGA-34-5241-01A
0 years, male, white, stage:Stage IB, dead, 515 days
1356.2
TCGA-51-4081-01A
0 years, male, white, stage:Stage IIB, alive, 911 days
1350.6
TCGA-66-2759-01A
0 years, male, stage:Stage IIIA, alive, 762 days
1331.8
TCGA-77-7139-01A
0 years, male, white, stage:Stage IIB, alive, 4261 days
1329.8
TCGA-60-2713-01A
0 years, male, white, stage:Stage IB, alive, 1731 days
1304.2
TCGA-39-5021-01A
0 years, male, white, stage:Stage IB, dead, 2086 days
1288.1
TCGA-60-2723-01A
0 years, female, white, stage:Stage IB, alive, 1092 days
1271.3
TCGA-77-8009-01A
0 years, male, stage:Stage IIB, dead, 1695 days
1260.0
TCGA-43-A474-01A
0 years, male, white, stage:Stage IIA, alive, 353 days
1255.7
TCGA-85-7698-01A
0 years, male, white, stage:Stage IA, alive, 952 days
1168.3
TCGA-56-8504-01A
0 years, male, white, stage:Stage IB, alive, 510 days
1165.7
TCGA-60-2725-01A
0 years, male, white, stage:Stage IB, alive, 816 days
1164.7
TCGA-66-2795-01A
0 years, male, stage:Stage IIIB, alive, 122 days
1164.6
TCGA-22-4601-01A
0 years, female, white, stage:Stage IIIA, dead, 1057 days
1164.2
TCGA-34-2608-01A
0 years, male, white, stage:Stage IB, dead, 1000 days
1159.3
TCGA-85-8049-01A
0 years, male, white, stage:Stage IB, alive, 579 days
1146.4
TCGA-18-3410-01A
0 years, male, stage:Stage IIB, dead, 146 days
1133.3
TCGA-33-A4WN-01A
0 years, male, white, stage:Stage IB, dead, 143 days
1128.7
TCGA-56-6545-01A
0 years, female, white, stage:Stage IB, alive, 666 days
1110.8
TCGA-68-7755-01A
0 years, female, white, stage:Stage IIA, alive, 83 days
1102.9
TCGA-66-2768-01A
0 years, male, stage:Stage IIB, alive, 61 days
1096.0
TCGA-18-4721-01A
0 years, male, white, stage:Stage IA, alive, 4694 days
1067.5
TCGA-66-2734-01A
0 years, female, stage:Stage IB, alive, 1311 days
1056.5
TCGA-22-5482-01A
0 years, male, white, stage:Stage IB, dead, 357 days
1050.7
TCGA-60-2704-01A
0 years, male, white, stage:Stage IIB, dead, 1154 days
1041.2
TCGA-37-3792-01A
0 years, male, white, stage:Stage IB, alive, 12 days
1020.2
TCGA-90-6837-01A
0 years, male, white, stage:Stage IIB, alive, 758 days
1010.5
TCGA-51-6867-01A
0 years, female, white, stage:Stage I, dead, 1856 days
1007.4
TCGA-18-5595-01A
0 years, male, stage:Stage IB, dead, 827 days
1003.8
TCGA-22-4595-01A
0 years, male, white, stage:Stage IIIA, dead, 734 days
997.0
TCGA-22-1000-01A
0 years, male, white, stage:Stage IB, dead, 454 days
990.9
TCGA-33-4589-01A
0 years, female, white, stage:Stage IIB, dead, 47 days
989.8
TCGA-22-5473-01A
0 years, male, white, stage:'--, dead, 1933 days
981.8
TCGA-56-7582-01A
0 years, male, white, stage:Stage IB, alive, 601 days
981.5
TCGA-60-2707-01A
0 years, male, stage:Stage IB, dead, 667 days
978.1
TCGA-85-6175-01A
0 years, female, white, stage:Stage IIB, dead, 294 days
948.9
TCGA-22-1012-01A
0 years, female, white, stage:Stage IB, dead, 429 days
944.7
TCGA-22-0940-01A
0 years, male, white, stage:Stage IIA, dead, 669 days
912.6
TCGA-85-8353-01A
0 years, male, white, stage:Stage IIIA, dead, 94 days
898.2
TCGA-NC-A5HR-01A
0 years, female, white, stage:Stage IIA, alive, 1244 days
898.1
TCGA-85-A4CL-01A
0 years, male, white, stage:Stage IA, dead, 921 days
885.9
TCGA-34-5928-01A
0 years, female, white, stage:Stage IIB, alive, 1196 days
870.5
TCGA-56-A4BY-01A
0 years, male, white, stage:Stage IB, dead, 543 days
866.4
TCGA-85-8481-01A
0 years, male, white, stage:Stage IIB, dead, 236 days
852.1
TCGA-98-A53J-01A
0 years, male, white, stage:Stage IB, alive, 630 days
851.1
TCGA-39-5016-01A
0 years, male, white, stage:Stage IIA, alive, 3850 days
843.8
TCGA-46-3767-01A
0 years, male, white, stage:Stage IA, alive, 396 days
830.6
TCGA-NK-A5CT-01A
0 years, male, white, stage:Stage IA, alive, 1997 days
808.4
TCGA-77-8008-01A
0 years, male, stage:Stage IB, dead, 2639 days
799.8
TCGA-18-3406-01A
0 years, male, white, stage:Stage IA, dead, 371 days
771.2
TCGA-21-1076-01A
0 years, female, white, stage:Stage IB, alive, 1852 days
751.7
TCGA-22-5489-01A
0 years, male, white, stage:Stage IA, dead, 1912 days
748.3
TCGA-22-4607-01A
0 years, male, white, stage:Stage IB, dead, 587 days
747.0
TCGA-66-2789-01A
0 years, male, stage:Stage IIIB, dead, 123 days
737.8
TCGA-96-A4JK-01A
0 years, male, white, stage:Stage IIA, alive, 589 days
733.5
TCGA-52-7811-01A
0 years, male, white, stage:Stage IB, dead, 266 days
724.9
TCGA-77-7142-01A
0 years, female, white, stage:Stage IB, alive, 2227 days
722.8
TCGA-NK-A5CR-01A
0 years, male, stage:Stage IB, alive, 2542 days
720.2
TCGA-68-A59J-01A
0 years, female, white, stage:Stage IB, alive, 448 days
710.7
TCGA-60-2709-01A
0 years, male, black or african american, stage:Stage IB, alive, 1505 days
706.8
TCGA-56-7579-01A
0 years, male, white, stage:Stage IIIA, dead, 951 days
706.4
TCGA-51-4079-01A
0 years, female, black or african american, stage:Stage IB, dead, 12 days
706.3
TCGA-39-5028-01A
0 years, male, white, stage:Stage IIIA, dead, 52 days
704.5
TCGA-56-8503-01A
0 years, female, white, stage:Stage IIB, alive, 41 days
700.3
TCGA-77-8156-01A
0 years, male, stage:Stage IB, alive, 1106 days
697.4
TCGA-70-6722-01A
0 years, male, asian, stage:Stage IIIA, alive, 367 days
696.9
TCGA-L3-A524-01A
0 years, female, white, stage:Stage IIB, dead, 490 days
696.4
TCGA-66-2781-01A
0 years, male, stage:Stage IB, alive, 121 days
695.8
TCGA-21-1083-01A
0 years, male, white, stage:Stage IA, dead, 1315 days
691.2
TCGA-46-3766-01A
0 years, female, white, stage:Stage IA, alive, 370 days
689.7
TCGA-XC-AA0X-01A
0 years, female, black or african american, stage:Stage IA, dead, 6 days
688.5
TCGA-37-3783-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
687.2
TCGA-22-4594-01A
0 years, female, stage:Stage IIIA, dead, 1470 days
687.1
TCGA-66-2778-01A
0 years, female, stage:Stage IIIB, alive, 578 days
685.3
TCGA-56-8629-01A
0 years, male, white, stage:Stage IIA, alive, 481 days
677.9
TCGA-77-7337-01A
0 years, male, white, stage:Stage IIB, dead, 3253 days
676.2
TCGA-34-5234-01A
0 years, female, white, stage:Stage IA, alive, 2271 days
666.2
TCGA-39-5031-01A
0 years, female, stage:Stage IA, dead, 1841 days
652.5
TCGA-39-5022-01A
0 years, male, white, stage:Stage IB, dead, 1679 days
647.2
TCGA-66-2787-01A
0 years, male, stage:Stage IA, alive, 1217 days
642.9
TCGA-77-8145-01A
0 years, male, stage:Stage IIIB, dead, 212 days
641.1
TCGA-77-A5GH-01A
0 years, male, stage:Stage IB, alive, 1182 days
636.7
TCGA-18-3407-01A
0 years, male, asian, stage:Stage IB, dead, 136 days
633.1
TCGA-46-3765-01A
0 years, female, white, stage:Stage IA, alive, 405 days
628.6
TCGA-98-A53I-01A
0 years, male, white, stage:Stage IIA, alive, 565 days
621.7
TCGA-98-A53D-01A
0 years, male, white, stage:Stage IIB, dead, 645 days
612.5
TCGA-66-2785-01A
0 years, male, stage:Stage IB, alive, 60 days
586.1
TCGA-63-A5MS-01A
0 years, male, stage:Stage IB, alive, 2381 days
577.5
TCGA-18-3417-01A
0 years, male, stage:Stage IV, dead, 1097 days
576.4
TCGA-66-2788-01A
0 years, male, stage:Stage IB, alive, 699 days
573.9
TCGA-43-6770-01A
0 years, female, black or african american, stage:Stage IB, alive, 653 days
572.7
TCGA-21-1077-01A
0 years, male, white, stage:Stage IIB, dead, 1058 days
565.9
TCGA-68-8251-01A
0 years, male, white, stage:Stage IB, alive, 406 days
560.6
TCGA-98-8020-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 84 days
552.3
TCGA-85-A511-01A
0 years, male, white, stage:Stage IIB, dead, 455 days
551.4
TCGA-66-2769-01A
0 years, male, stage:Stage IIIB, dead, 215 days
551.2
TCGA-66-2786-01A
0 years, female, stage:Stage IA, alive, 790 days
551.1
TCGA-66-2763-01A
0 years, female, stage:Stage IB, alive, 30 days
550.5
TCGA-77-A5GF-01A
0 years, male, stage:Stage IIA, dead, 840 days
534.0
TCGA-58-8386-01A
0 years, male, stage:Stage IV, dead, 1 days
530.4
TCGA-85-7843-01A
0 years, male, white, stage:Stage IIA, alive, 35 days
527.8
TCGA-96-7545-01A
0 years, male, white, stage:Stage IA, dead, 1736 days
517.3
TCGA-63-7022-01A
female, stage:Stage IA, alive, 2073 days
512.7
TCGA-66-2771-01A
0 years, male, stage:Stage IIB, alive, 578 days
511.8
TCGA-66-2753-01A
0 years, male, stage:Stage IB, alive, 31 days
490.9
TCGA-NC-A5HD-01A
0 years, male, white, stage:Stage IIB, dead, 2 days
481.7
TCGA-63-7020-01A
male, stage:Stage IA, alive, 2133 days
470.9
TCGA-34-5239-01A
0 years, male, white, stage:Stage IIIA, alive, 1834 days
470.2
TCGA-60-2710-01A
0 years, female, white, stage:Stage IIA, alive, 2024 days
462.2
TCGA-56-8628-01A
0 years, male, white, stage:Stage IA, alive, 616 days
461.1
TCGA-63-A5MN-01A
0 years, female, stage:Stage IIB, dead, 345 days
458.3
TCGA-85-6560-01A
0 years, male, white, stage:Stage IIA, alive, 1259 days
453.2
TCGA-56-8201-01A
0 years, male, white, stage:Stage IIB, dead, 397 days
452.9
TCGA-37-A5EM-01A
0 years, male, white, stage:Stage II, alive, 867 days
452.2
TCGA-77-6842-01A
0 years, male, white, stage:Stage IIB, dead, 899 days
444.3
TCGA-37-3789-01A
0 years, male, white, stage:Stage IB, alive, 13 days
444.0
TCGA-56-7221-01A
0 years, male, white, stage:Stage IB, alive, 608 days
443.2
TCGA-98-A539-01A
0 years, male, white, stage:Stage IIB, alive, 173 days
442.0
TCGA-56-8623-01A
0 years, male, white, stage:Stage IB, dead, 692 days
441.5
TCGA-77-8136-01A
0 years, female, stage:Stage IIB, dead, 1189 days
441.4
TCGA-33-4583-01A
0 years, male, white, stage:Stage IA, dead, 4601 days
439.9
TCGA-33-4587-01A
0 years, female, white, stage:Stage IB, dead, 1656 days
437.7
TCGA-85-7710-01A
0 years, female, white, stage:Stage IA, alive, 42 days
437.5
TCGA-96-8169-01A
0 years, female, white, stage:Stage IA, alive, 557 days
436.0
TCGA-NK-A5CX-01A
0 years, male, white, stage:Stage IIA, alive, 111 days
433.8
TCGA-66-2767-01A
0 years, male, stage:Stage IIIB, alive, 61 days
427.0
TCGA-22-4596-01A
0 years, female, white, stage:Stage IB, dead, 17 days
426.5
TCGA-NC-A5HP-01A
0 years, male, white, stage:Stage IV, dead, 770 days
422.4
TCGA-56-8305-01A
0 years, male, white, stage:Stage IB, alive, 105 days
422.1
TCGA-60-2703-01A
0 years, male, white, stage:Stage IIB, dead, 2945 days
421.9
TCGA-43-7657-01A
0 years, female, white, stage:Stage IA, alive, 236 days
419.2
TCGA-63-A5MR-01A
0 years, female, stage:Stage IB, alive, 2716 days
418.0
TCGA-63-7021-01A
male, stage:Stage IA, alive, 2142 days
408.3
TCGA-85-8582-01A
0 years, male, white, stage:Stage IA, alive, 1160 days
406.8
TCGA-22-1011-01A
0 years, male, white, stage:Stage IB, dead, 53 days
404.6
TCGA-37-4141-01A
0 years, female, white, stage:Stage IA, alive, 12 days
400.5
TCGA-18-4083-01A
0 years, male, white, stage:Stage IIB, dead, 188 days
399.4
TCGA-22-1002-01A
0 years, male, white, stage:Stage IA, dead, 131 days
395.4
TCGA-18-3414-01A
0 years, male, asian, stage:Stage IV, dead, 716 days
394.0
TCGA-66-2782-01A
0 years, male, stage:Stage IIB, dead, 365 days
393.7
TCGA-22-4609-01A
0 years, male, white, stage:Stage IA, dead, 291 days
393.7
TCGA-66-2744-01A
0 years, male, stage:Stage IIB, alive, 30 days
382.3
TCGA-60-2722-01A
0 years, male, white, stage:Stage IIB, alive, 908 days
380.9
TCGA-56-5898-01A
0 years, male, white, stage:Stage IA, alive, 555 days
374.5
TCGA-NK-A7XE-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 13 days
372.4
TCGA-58-8388-01A
0 years, male, white, stage:Stage IB, dead, 412 days
370.8
TCGA-39-5019-01A
0 years, male, white, stage:Stage IB, alive, 3387 days
369.1
TCGA-58-A46M-01A
0 years, male, white, stage:Stage IIB, alive, 1072 days
364.6
TCGA-66-2754-01A
0 years, male, stage:Stage IIIA, alive, 61 days
358.9
TCGA-85-8351-01A
0 years, male, white, stage:Stage IIA, alive, 510 days
357.8
TCGA-33-4547-01A
0 years, male, white, stage:Stage IB, alive, 2419 days
357.1
TCGA-77-8133-01A
0 years, male, stage:Stage IIA, dead, 1640 days
352.0
TCGA-77-8153-01A
0 years, female, stage:Stage IB, alive, 1992 days
352.0
TCGA-60-2695-01A
0 years, female, white, stage:Stage IB, alive, 642 days
345.5
TCGA-60-2698-01A
0 years, male, white, stage:Stage IIB, dead, 311 days
343.4
TCGA-34-8456-01A
0 years, female, white, stage:Stage IIA, alive, 804 days
341.8
TCGA-66-2792-01A
0 years, male, stage:Stage IIB, alive, 913 days
340.2
TCGA-66-2755-01A
0 years, male, stage:Stage IB, alive, 28 days
340.0
TCGA-90-7769-01A
0 years, male, white, stage:Stage IIB, alive, 358 days
337.3
TCGA-85-A5B5-01A
0 years, male, white, stage:Stage IA, alive, 111 days
333.0
TCGA-22-4599-01A
0 years, female, white, stage:Stage IB, dead, 1161 days
329.6
TCGA-46-6026-01A
0 years, male, white, stage:Stage IIB, alive, 423 days
327.0
TCGA-66-2790-01A
0 years, male, stage:Stage IIB, alive, 699 days
326.7
TCGA-98-8023-01A
0 years, male, white, stage:Stage IIIA, alive, 649 days
325.9
TCGA-37-4129-01A
0 years, female, white, stage:Stage IA, alive, 242 days
324.2
TCGA-56-A5DR-01A
0 years, male, white, stage:Stage IA, alive, 4 days
323.1
TCGA-56-A4ZJ-01A
0 years, female, white, stage:Stage IA, alive, 640 days
320.8
TCGA-56-A4ZK-01A
0 years, female, white, stage:Stage IB, alive, 570 days
320.5
TCGA-21-5783-01A
0 years, male, white, stage:Stage IB, dead, 2680 days
320.4
TCGA-43-8115-01A
0 years, female, white, stage:Stage IIA, alive, 407 days
317.9
TCGA-34-7107-01A
0 years, male, white, stage:Stage II, dead, 34 days
312.7
TCGA-85-8276-01A
0 years, male, white, stage:Stage IIA, alive, 1050 days
308.3
TCGA-O2-A52S-01A
0 years, female, white, stage:Stage III, dead, 387 days
304.3
TCGA-77-8138-01A
0 years, male, stage:Stage IB, dead, 539 days
296.4
TCGA-33-4533-01A
0 years, female, black or african american, stage:Stage IB, alive, 4068 days
292.8
TCGA-96-7544-01A
0 years, male, white, stage:Stage IIB, dead, 2160 days
289.9
TCGA-22-4613-01A
0 years, female, white, stage:Stage IA, dead, 358 days
289.3
TCGA-L3-A4E7-01A
0 years, male, white, stage:Stage IB, alive, 392 days
288.5
TCGA-77-8148-01A
0 years, male, stage:Stage IIIA, alive, 2023 days
285.8
TCGA-98-A53H-01A
0 years, female, white, stage:Stage IA, alive, 618 days
282.1
TCGA-52-7812-01A
0 years, male, white, stage:'--, dead, 835 days
279.7
TCGA-O2-A52N-01A
0 years, male, white, stage:Stage I, dead, 1006 days
275.3
TCGA-22-5478-01A
0 years, male, stage:Stage IB, dead, 24 days
273.4
TCGA-43-A475-01A
0 years, female, white, stage:Stage IIB, alive, 296 days
273.2
TCGA-O2-A52Q-01A
0 years, female, white, stage:Stage III, dead, 113 days
272.6
TCGA-56-7822-01A
0 years, male, black or african american, stage:Stage IIB, dead, 532 days
271.6
TCGA-85-7950-01A
0 years, male, white, stage:Stage IB, alive, 576 days
269.7
TCGA-63-A5MV-01A
0 years, male, stage:Stage IIA, alive, 1100 days
268.2
TCGA-85-7699-01A
0 years, male, white, stage:Stage IIIA, dead, 1001 days
266.9
TCGA-43-6143-01A
0 years, male, white, stage:Stage IB, alive, 699 days
266.0
TCGA-94-8035-01A
0 years, male, white, stage:Stage IIB, alive, 122 days
261.2
TCGA-94-A5I4-01A
0 years, male, white, stage:Stage IIA, alive, 491 days
255.0
TCGA-85-8048-01A
0 years, male, white, stage:Stage IA, alive, 765 days
253.8
TCGA-66-2756-01A
0 years, male, stage:Stage IIIB, alive, 30 days
253.2
TCGA-63-A5MB-01A
0 years, male, stage:Stage IB, alive, 3123 days
253.1
TCGA-22-4593-01A
0 years, male, white, stage:Stage IIA, dead, 1067 days
251.5
TCGA-77-A5G1-01A
0 years, male, stage:Stage IIIA, alive, 4026 days
251.0
TCGA-22-1016-01A
0 years, male, white, stage:Stage IB, dead, 822 days
246.7
TCGA-60-2719-01A
0 years, female, white, stage:Stage IB, alive, 1297 days
240.7
TCGA-58-8390-01A
0 years, male, white, stage:Stage IIA, alive, 911 days
234.7
TCGA-92-8065-01A
0 years, female, white, stage:Stage IIB, alive, 70 days
233.0
TCGA-21-1079-01A
0 years, male, white, stage:Stage IIIA, dead, 965 days
230.0
TCGA-63-A5MM-01A
0 years, female, stage:Stage IIB, dead, 456 days
227.8
TCGA-60-2697-01A
0 years, male, white, stage:Stage IIA, dead, 372 days
227.4
TCGA-21-1080-01A
0 years, male, white, stage:Stage IB, alive, 3724 days
226.7
TCGA-60-2714-01A
0 years, female, white, stage:Stage IIB, alive, 1531 days
225.9
TCGA-O2-A52V-01A
0 years, female, black or african american, stage:Stage II, dead, 1335 days
225.8
TCGA-56-7731-01A
0 years, female, white, stage:Stage IB, dead, 3 days
223.0
TCGA-22-5492-01A
0 years, female, stage:Stage IIIA, dead, 506 days
219.9
TCGA-77-7138-01A
0 years, male, stage:Stage IB, dead, 340 days
219.0
TCGA-77-A5FZ-01A
0 years, male, stage:Stage IIIB, dead, 3838 days
217.0
TCGA-90-7767-01A
0 years, male, white, stage:Stage IIB, alive, 89 days
216.8
TCGA-22-5479-01A
0 years, male, white, stage:Stage IB, dead, 2625 days
212.0
TCGA-56-8626-01A
0 years, male, white, stage:Stage IA, dead, 302 days
208.5
TCGA-85-8288-01A
0 years, male, white, stage:Stage IIA, dead, 402 days
208.0
TCGA-18-3416-01A
0 years, male, stage:Stage IIB, dead, 973 days
206.2
TCGA-J1-A4AH-01A
0 years, male, white, stage:Stage IIA, alive, 581 days
202.0
TCGA-60-2721-01A
0 years, male, white, stage:Stage IB, alive, 983 days
200.8
TCGA-85-8584-01A
0 years, male, white, stage:Stage IIA, dead, 383 days
200.7
TCGA-43-A56V-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 366 days
199.2
TCGA-85-8355-01A
0 years, male, white, stage:Stage IA, alive, 61 days
198.2
TCGA-96-8170-01A
0 years, female, white, stage:Stage IIA, alive, 531 days
196.9
TCGA-34-8454-01A
0 years, female, white, stage:Stage IIIA, alive, 1180 days
193.6
TCGA-85-A53L-01A
0 years, male, asian, stage:Stage IIA, alive, 377 days
191.9
TCGA-85-A512-01A
0 years, male, white, stage:Stage IIA, alive, 465 days
190.2
TCGA-43-2578-01A
0 years, female, white, stage:Stage IA, dead, 684 days
189.5
TCGA-56-8083-01A
0 years, male, white, stage:Stage IB, alive, 150 days
186.6
TCGA-85-8350-01A
0 years, male, white, stage:Stage IA, alive, 683 days
186.1
TCGA-60-2708-01A
0 years, female, white, stage:Stage IIB, alive, 2447 days
185.9
TCGA-66-2765-01A
0 years, male, stage:Stage IB, alive, 61 days
184.8
TCGA-77-A5G3-01A
0 years, male, stage:Stage IIB, alive, 4570 days
184.7
TCGA-21-5782-01A
0 years, female, white, stage:Stage IB, dead, 962 days
183.8
TCGA-77-7335-01A
0 years, female, white, stage:Stage IIIB, dead, 2133 days
183.7
TCGA-LA-A7SW-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 408 days
182.4
TCGA-60-2724-01A
0 years, male, white, stage:Stage IIIA, alive, 717 days
181.3
TCGA-33-4532-01A
0 years, male, white, stage:Stage IB, dead, 3924 days
179.7
TCGA-56-8622-01A
0 years, male, white, stage:Stage IB, alive, 55 days
177.1
TCGA-90-A4EE-01A
0 years, male, white, stage:Stage IIA, alive, 688 days
176.2
TCGA-98-8021-01A
0 years, female, white, stage:Stage IA, alive, 937 days
172.4
TCGA-NC-A5HF-01A
0 years, male, white, stage:Stage IIIB, dead, 138 days
171.3
TCGA-85-8580-01A
0 years, female, white, stage:Stage IB, alive, 1113 days
170.0
TCGA-56-8308-01A
0 years, male, white, stage:Stage IIB, alive, 517 days
169.4
TCGA-63-6202-01A
male, stage:Stage IIA, alive, 1602 days
168.7
TCGA-39-5034-01A
0 years, female, white, stage:Stage IIB, dead, 1107 days
168.3
TCGA-56-7580-01A
0 years, male, white, stage:Stage IB, alive, 925 days
168.3
TCGA-21-1070-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 3636 days
168.0
TCGA-43-2576-01A
0 years, female, white, stage:Stage IIIA, alive, 1223 days
167.8
TCGA-56-8307-01A
0 years, female, white, stage:Stage IIB, alive, 818 days
167.7
TCGA-68-A59I-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 492 days
166.2
TCGA-22-5472-01A
0 years, male, white, stage:Stage IB, dead, 1975 days
165.1
TCGA-92-8064-01A
0 years, male, white, stage:'--, alive, 160 days
164.6
TCGA-60-2720-01A
0 years, female, white, stage:Stage IB, alive, 97 days
162.9
TCGA-34-8455-01A
0 years, male, white, stage:Stage IV, dead, 123 days
160.6
TCGA-56-8624-01A
0 years, male, white, stage:Stage IIB, alive, 420 days
159.2
TCGA-46-3769-01A
0 years, male, white, stage:'--, alive, 135 days
157.6
TCGA-58-A46N-01A
0 years, male, white, stage:Stage IB, alive, 910 days
156.6
TCGA-77-8130-01A
0 years, male, stage:Stage IIB, alive, 4765 days
151.2
TCGA-37-A5EN-01A
0 years, male, white, stage:Stage IIIB, alive, 660 days
150.5
TCGA-33-4582-01A
0 years, male, white, stage:Stage IA, dead, 3149 days
150.3
TCGA-NK-A5D1-01A
0 years, male, white, stage:Stage IIA, alive, 511 days
148.6
TCGA-22-5480-01A
0 years, female, white, stage:Stage IA, dead, 2170 days
148.5
TCGA-22-0944-01A
0 years, male, white, stage:Stage IB, dead, 223 days
148.2
TCGA-39-5040-01A
0 years, male, white, stage:Stage IIIA, dead, 519 days
147.4
TCGA-66-2742-01A
0 years, male, stage:Stage IV, alive, 641 days
146.8
TCGA-43-6771-01A
0 years, male, white, stage:Stage IB, dead, 166 days
146.0
TCGA-39-5030-01A
0 years, female, asian, stage:Stage IIIA, dead, 59 days
145.1
TCGA-22-5471-01A
0 years, male, white, stage:Stage IB, alive, 1845 days
143.0
TCGA-90-A4ED-01A
0 years, male, white, stage:Stage IB, alive, 615 days
142.3
TCGA-63-A5MT-01A
0 years, male, stage:Stage IIB, alive, 498 days
141.6
TCGA-58-A46J-01A
0 years, male, white, stage:Stage IIB, alive, 2589 days
140.5
TCGA-22-4591-01A
0 years, male, white, stage:Stage IIIA, dead, 623 days
138.6
TCGA-85-8354-01A
0 years, male, white, stage:Stage IB, alive, 995 days
137.7
TCGA-56-8309-01A
0 years, male, white, stage:Stage IA, alive, 428 days
135.3
TCGA-58-8392-01A
0 years, male, white, stage:Stage IB, dead, 501 days
135.0
TCGA-39-5027-01A
0 years, male, white, stage:Stage IB, alive, 3108 days
134.3
TCGA-85-A4JC-01A
0 years, male, white, stage:Stage IIA, dead, 604 days
134.0
TCGA-43-8116-01A
0 years, male, white, stage:Stage IA, alive, 358 days
133.6
TCGA-98-7454-01A
0 years, male, white, stage:Stage IB, alive, 652 days
132.7
TCGA-56-A4BX-01A
0 years, male, white, stage:Stage IIA, alive, 405 days
132.4
TCGA-77-8128-01A
0 years, male, stage:Stage IIIA, dead, 1150 days
131.6
TCGA-63-A5MP-01A
0 years, male, stage:Stage IIB, alive, 769 days
131.3
TCGA-60-2715-01A
0 years, male, white, stage:Stage IA, dead, 1075 days
130.4
TCGA-43-6647-01A
0 years, female, white, stage:Stage IIB, alive, 757 days
127.8
TCGA-63-A5MW-01A
0 years, male, stage:Stage IB, alive, 1639 days
127.5
TCGA-56-8082-01A
0 years, female, white, stage:Stage IIA, alive, 455 days
122.6
TCGA-52-7810-01A
0 years, female, white, stage:Stage IIB, alive, 923 days
121.0
TCGA-56-8304-01A
0 years, female, white, stage:Stage IA, alive, 106 days
119.5
TCGA-34-2600-01A
0 years, female, white, stage:Stage IA, dead, 1874 days
117.8
TCGA-56-A4BW-01A
0 years, male, white, stage:Stage IIA, alive, 585 days
115.7
TCGA-63-7023-01A
male, stage:Stage IIA, alive, 1682 days
115.1
TCGA-21-5784-01A
0 years, female, white, stage:Stage IB, alive, 1268 days
114.8
TCGA-77-8143-01A
0 years, male, stage:Stage IIIA, dead, 803 days
113.4
TCGA-85-8287-01A
0 years, male, white, stage:Stage IA, dead, 23 days
112.6
TCGA-58-A46L-01A
0 years, male, white, stage:Stage IIIA, alive, 1723 days
111.2
TCGA-77-7463-01A
0 years, male, white, stage:Stage IB, dead, 1423 days
110.7
TCGA-22-A5C4-01A
0 years, male, white, stage:Stage IIA, alive, 671 days
109.6
TCGA-77-A5G6-01A
0 years, male, stage:Stage IIIA, dead, 678 days
109.1
TCGA-37-5819-01A
0 years, male, white, stage:Stage IIIA, alive, 103 days
107.0
TCGA-39-5039-01A
0 years, male, white, stage:Stage IIA, dead, 544 days
106.6
TCGA-34-5927-01A
0 years, female, white, stage:Stage IA, alive, 1361 days
105.6
TCGA-85-6798-01A
0 years, male, white, stage:Stage IIIA, dead, 195 days
103.4
TCGA-33-4538-01A
0 years, male, white, stage:Stage IIIA, dead, 2979 days
100.1
TCGA-43-7656-01A
0 years, male, white, stage:Stage IA, alive, 596 days
99.5
TCGA-66-2757-01A
0 years, female, stage:Stage IA, dead, 1338 days
99.5
TCGA-22-1017-01A
0 years, male, white, stage:Stage IA, dead, 1485 days
99.2
TCGA-39-5035-01A
0 years, female, white, stage:Stage IA, alive, 2080 days
98.4
TCGA-21-1081-01A
0 years, male, white, stage:Stage IIB, dead, 284 days
97.5
TCGA-85-A4CN-01A
0 years, female, white, stage:Stage IIB, alive, 1038 days
96.0
TCGA-18-3421-01A
0 years, male, white, stage:Stage IB, alive, 2645 days
95.7
TCGA-21-5787-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 329 days
94.2
TCGA-66-2794-01A
0 years, male, stage:Stage IIIB, alive, 1645 days
94.1
TCGA-60-2726-01A
0 years, male, white, stage:Stage IIA, dead, 358 days
93.6
TCGA-34-5929-01A
0 years, female, white, stage:Stage IB, dead, 151 days
93.4
TCGA-21-1082-01A
0 years, male, white, stage:Stage IB, alive, 3644 days
92.1
TCGA-77-7140-01A
0 years, female, white, stage:Stage IIB, dead, 632 days
92.0
TCGA-68-8250-01A
0 years, male, black or african american, stage:Stage IA, alive, 244 days
87.7
TCGA-22-5491-01A
0 years, male, white, stage:Stage IA, dead, 1713 days
86.7
TCGA-37-4130-01A
0 years, male, white, stage:Stage IA, alive, 247 days
86.4
TCGA-77-7465-01A
0 years, male, white, stage:Stage IIA, alive, 990 days
85.0
TCGA-63-A5MG-01A
0 years, male, stage:Stage IB, alive, 2148 days
83.8
TCGA-56-1622-01A
0 years, male, white, stage:Stage IB, dead, 881 days
83.5
TCGA-60-2716-01A
0 years, male, stage:Stage IIB, alive, 1475 days
82.1
TCGA-21-5786-01A
0 years, male, white, stage:Stage IB, alive, 1032 days
79.4
TCGA-63-A5MY-01A
0 years, male, stage:Stage IA, alive, 1052 days
79.3
TCGA-18-3419-01A
0 years, male, stage:Stage IIB, alive, 2811 days
77.9
TCGA-60-2712-01A
0 years, female, white, stage:Stage IIB, dead, 274 days
77.8
TCGA-94-8491-01A
0 years, male, white, stage:Stage IIA, alive, 810 days
77.3
TCGA-NC-A5HG-01A
0 years, male, white, stage:Stage IIIA, alive, 1963 days
77.1
TCGA-33-AASJ-01A
0 years, male, black or african american, stage:Stage IB, dead, 3600 days
74.8
TCGA-NC-A5HQ-01A
0 years, male, white, stage:Stage IIIA, dead, 448 days
74.3
TCGA-56-A49D-01A
0 years, male, white, stage:Stage IIIA, alive, 637 days
74.2
TCGA-98-A53A-01A
0 years, male, black or african american, stage:Stage IB, dead, 552 days
72.8
TCGA-34-5231-01A
0 years, male, white, stage:Stage IA, dead, 1984 days
70.9
TCGA-NC-A5HO-01A
0 years, female, white, stage:Stage IIIA, alive, 1336 days
70.1
TCGA-98-A538-01A
0 years, male, white, stage:Stage IIB, alive, 826 days
68.7
TCGA-90-7766-01A
0 years, female, white, stage:Stage IA, alive, 289 days
68.5
TCGA-98-8022-01A
0 years, male, white, stage:Stage IA, dead, 933 days
67.7
TCGA-56-A5DS-01A
0 years, female, white, stage:Stage IB, alive, 8 days
65.8
TCGA-21-1078-01A
0 years, male, white, stage:Stage IB, dead, 474 days
65.2
TCGA-94-8490-01A
0 years, male, white, stage:Stage IIB, alive, 153 days
63.4
TCGA-43-A56U-01A
0 years, female, white, stage:Stage IA, alive, 432 days
61.3
TCGA-43-5668-01A
0 years, male, white, stage:Stage IIA, dead, 559 days
60.2
TCGA-56-7222-01A
0 years, male, white, stage:Stage IB, dead, 562 days
58.9
TCGA-98-A53B-01A
0 years, male, white, stage:Stage IB, dead, 61 days
58.6
TCGA-90-A59Q-01A
0 years, female, white, stage:Stage IIA, dead, 322 days
56.9
TCGA-96-A4JL-01A
0 years, female, asian, stage:Stage IIA, alive, 842 days
56.3
TCGA-60-2711-01A
0 years, female, white, stage:Stage IB, alive, 1260 days
55.7
TCGA-85-8664-01A
0 years, male, white, stage:Stage IIB, dead, 550 days
55.7
TCGA-37-A5EL-01A
0 years, male, white, stage:Stage IIB, dead, 1143 days
54.9
TCGA-O2-A52W-01A
0 years, male, black or african american, stage:Stage I, dead, 261 days
54.1
TCGA-66-2793-01A
0 years, male, stage:Stage IIIB, dead, 306 days
53.6
TCGA-21-A5DI-01A
0 years, male, white, stage:Stage IA, alive, 979 days
52.3
TCGA-94-A4VJ-01A
0 years, female, white, stage:Stage IA, alive, 430 days
51.9
TCGA-63-A5MH-01A
0 years, male, stage:Stage IA, alive, 2026 days
48.8
TCGA-60-2696-01A
0 years, female, black or african american, stage:Stage IIA, dead, 109 days
48.3
TCGA-34-A5IX-01A
0 years, male, white, stage:Stage IIB, alive, 1031 days
47.9
TCGA-77-6844-01A
0 years, male, white, stage:Stage IIIA, dead, 2284 days
47.5
TCGA-85-A510-01A
0 years, female, white, stage:Stage IIB, alive, 482 days
47.1
TCGA-NC-A5HM-01A
0 years, male, white, stage:Stage IB, alive, 1212 days
46.8
TCGA-NC-A5HK-01A
0 years, female, white, stage:Stage IIB, alive, 128 days
46.4
TCGA-85-A513-01A
0 years, female, asian, stage:Stage IA, alive, 910 days
45.8
TCGA-NC-A5HH-01A
0 years, male, white, stage:Stage IA, alive, 37 days
45.5
TCGA-NC-A5HI-01A
0 years, female, white, stage:Stage IB, alive, 1743 days
43.4
TCGA-39-5024-01A
0 years, female, white, stage:Stage IIIA, alive, 2510 days
40.2
TCGA-O2-A5IB-01A
0 years, female, white, stage:Stage III, dead, 340 days
38.5
TCGA-77-8150-01A
0 years, male, stage:Stage IIIA, dead, 1655 days
38.3
TCGA-85-8071-01A
0 years, male, white, stage:Stage IIA, alive, 815 days
38.2
TCGA-98-A53C-01A
0 years, female, white, stage:Stage IA, alive, 822 days
35.9
TCGA-33-4566-01A
0 years, male, white, stage:Stage IB, dead, 5287 days
34.9
TCGA-92-7340-01A
0 years, female, white, stage:Stage IIA, alive, 82 days
33.7
TCGA-34-5232-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2471 days
32.1
TCGA-33-AASB-01A
0 years, male, black or african american, stage:Stage IB, dead, 211 days
32.0
TCGA-85-A4QQ-01A
0 years, male, white, stage:Stage IB, dead, 927 days
31.5
TCGA-77-8144-01A
0 years, male, stage:Stage IB, alive, 833 days
31.4
TCGA-85-8479-01A
0 years, male, white, stage:Stage IA, alive, 468 days
30.8
TCGA-63-A5MI-01A
0 years, male, stage:Stage IIIA, alive, 1784 days
29.9
TCGA-43-7658-01A
0 years, female, white, stage:Stage IA, dead, 2378 days
28.9
TCGA-85-A4JB-01A
0 years, male, white, stage:Stage IIB, alive, 942 days
28.4
TCGA-22-5481-01A
0 years, female, white, stage:Stage IIB, dead, 2409 days
28.3
TCGA-85-7697-01A
0 years, male, white, stage:Stage IIB, alive, 1063 days
27.5
TCGA-58-8387-01A
0 years, male, white, stage:Stage IIA, dead, 403 days
23.3
TCGA-85-A50M-01A
0 years, male, asian, stage:Stage IIA, dead, 826 days
22.1
TCGA-22-1005-01A
0 years, male, white, stage:Stage IA, dead, 1953 days
20.9
TCGA-43-5670-01A
0 years, male, white, stage:Stage IIA, alive, 849 days
20.6
TCGA-NC-A5HJ-01A
0 years, male, white, stage:Stage IIB, dead, 418 days
18.9
TCGA-77-8154-01A
0 years, male, stage:Stage IA, alive, 1841 days
18.9
TCGA-33-AASL-01A
0 years, female, black or african american, stage:Stage IA, dead, 826 days
18.6
TCGA-52-7809-01A
0 years, male, white, stage:Stage IB, dead, 166 days
17.1
TCGA-77-8139-01A
0 years, male, stage:Stage IIB, alive, 3166 days
17.0
TCGA-33-AASI-01A
0 years, female, black or african american, stage:Stage IIB, dead, 1344 days
15.7
TCGA-77-8140-01A
0 years, female, stage:Stage IIB, dead, 351 days
14.8
TCGA-85-A50Z-01A
0 years, male, white, stage:Stage IIA, alive, 493 days
13.5
TCGA-39-5037-01A
0 years, male, white, stage:Stage IIA, alive, 1690 days
12.5
TCGA-NC-A5HT-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.1
TCGA-94-7033-01A
0 years, male, white, stage:Stage IB, alive, 640 days
9.9
TCGA-85-A4PA-01A
0 years, male, white, stage:Stage IB, alive, 741 days
5.7
TCGA-85-A4QR-01A
0 years, male, white, stage:Stage IB, alive, 600 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.
SPP1 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
1075.0
Number of samples
68
Samples
Sample
Description
TPM
L464
0 years, male, stage:Stage IB, dead, 1935 days
5997.4
L739
0 years, female, stage:Stage IIIA, dead, 352 days
3828.8
L483
0 years, male, stage:Stage IB, dead, 77 days
3081.4
L744
0 years, male, stage:Stage IA, alive, 1614 days
2967.7
L685
0 years, female, stage:Stage IIB, alive, 1944 days
2803.7
L881
0 years, male, stage:Stage IB, alive, 1752 days
2763.2
L568
0 years, female, stage:Stage IIB, dead, 71 days
2370.9
L633
0 years, female, stage:Stage IA, alive, 2102 days
2007.0
L559
0 years, male, stage:Stage IIB, alive, 2615 days
1970.0
L539
0 years, male, stage:Stage IB, dead, 370 days
1922.0
L723
0 years, male, stage:Stage IIA, dead, 433 days
1875.0
L856
0 years, male, stage:Stage IA, dead, 1465 days
1866.2
L604
0 years, male, stage:Stage IIA, dead, 286 days
1811.4
L712
0 years, male, stage:Stage IA, alive, 1698 days
1719.1
L661
0 years, male, stage:Stage IA, dead, 1123 days
1689.2
L534
0 years, male, stage:Stage IIA, alive, 2693 days
1685.8
L586
0 years, male, stage:Stage IIA, dead, 784 days
1676.2
L857
0 years, male, stage:Stage IB, dead, 226 days
1565.5
L444
0 years, female, stage:Stage IIB, alive, 3337 days
1524.5
L652
0 years, male, stage:Stage IA, dead, 5 days
1462.9
L858
0 years, female, stage:Stage IIB, dead, 558 days
1415.5
L472
0 years, male, stage:Stage IB, dead, 423 days
1390.6
L756
0 years, male, stage:Stage IB, alive, 1796 days
1261.1
L642
0 years, male, stage:Stage IB, dead, 1167 days
1208.4
L817
0 years, female, stage:Stage IIIA, dead, 1279 days
1188.6
L860
0 years, male, stage:Stage IA, alive, 2056 days
955.8
L529
0 years, female, stage:Stage IA, alive, 2775 days
879.7
L655
0 years, male, stage:Stage IIA, dead, 1603 days
875.4
L758
0 years, male, stage:Stage IA, dead, 1562 days
852.9
L886
0 years, male, stage:Stage IB, dead, 1932 days
802.8
L755
0 years, male, stage:Stage IIA, dead, 227 days
758.5
L854
0 years, female, stage:Stage IB, alive, 2256 days
751.9
L644
0 years, male, stage:Stage IA, dead, 282 days
745.6
L468
0 years, male, stage:Stage IB, alive, 3004 days
731.0
L470
0 years, female, stage:Stage IB, dead, 1774 days
700.1
L420
0 years, female, stage:Stage IIB, dead, 295 days
685.9
L608
0 years, male, stage:Stage IA, alive, 2350 days
682.9
L572
0 years, male, stage:Stage IA, alive, 2532 days
677.2
L736
0 years, male, stage:Stage IA, dead, 1195 days
656.7
L719
0 years, male, stage:Stage IB, alive, 1615 days
631.6
L452
0 years, male, stage:Stage IIIA, dead, 3115 days
628.7
L456
0 years, male, stage:Stage IIA, dead, 1660 days
600.5
L824
0 years, male, stage:Stage IA, dead, 665 days
559.3
L466
0 years, female, stage:Stage IIIA, dead, 412 days
556.2
L852
0 years, male, stage:Stage IB, dead, 700 days
545.1
L650
0 years, female, stage:Stage IB, dead, 986 days
462.3
L459
0 years, male, stage:Stage IIA, alive, 3181 days
456.6
L820
0 years, female, stage:Stage IA, alive, 2405 days
424.7
L864
0 years, female, stage:Stage IA, alive, 2192 days
423.6
L715
0 years, female, stage:Stage IIIA, dead, 150 days
415.2
L592
0 years, male, stage:Stage IB, alive, 2368 days
401.6
L488
0 years, female, stage:Stage IIA, alive, 2993 days
344.8
L490
0 years, male, stage:Stage IA, dead, 716 days
322.4
L563
0 years, female, stage:Stage IIB, dead, 1216 days
314.0
L760
0 years, male, stage:Stage IIA, alive, 1895 days
287.4
L751
0 years, female, stage:Stage IIIA, alive, 1600 days
278.2
L788
0 years, female, stage:Stage IA, alive, 3385 days
247.8
L457
0 years, female, stage:Stage IIA, alive, 2901 days
204.2
L747
0 years, female, stage:Stage IA, dead, 1112 days
201.9
L884
0 years, male, stage:Stage IIA, alive, 1627 days
187.8
L406
0 years, male, stage:Stage IA, alive, 3057 days
182.9
L767
0 years, male, stage:Stage IA, alive, 1718 days
158.7
L753
0 years, male, stage:Stage IIA, alive, 1705 days
148.9
L818
0 years, male, stage:Stage IB, alive, 2480 days
94.8
L442
0 years, female, stage:Stage IB, dead, 2433 days
78.4
L447
0 years, male, stage:Stage IIB, alive, 3203 days
60.6
L496
0 years, male, stage:Stage IB, alive, 2761 days
48.1
L658
0 years, female, stage:Stage IIB, alive, 2083 days
28.7
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LUNG ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
213
Samples
Sample ID
Sample type
nRPX
CPT0105230003
Tumor
2.4
CPT0082850004
Tumor
2.1
CPT0013880003
Tumor
2.1
CPT0104630003
Tumor
1.9
CPT0001380003
Tumor
1.8
CPT0105710003
Tumor
1.5
CPT0148280004
Tumor
1.5
CPT0069360003
Tumor
1.1
CPT0105630003
Tumor
1.1
CPT0090700003
Tumor
1.1
CPT0147080004
Tumor
1.1
CPT0105330003
Tumor
1.0
CPT0092530003
Tumor
1.0
CPT0146780004
Tumor
1.0
CPT0118340003
Tumor
1.0
CPT0090860003
Tumor
1.0
CPT0086310003
Tumor
1.0
CPT0147580004
Tumor
1.0
CPT0109830004
Tumor
0.9
CPT0104970003
Tumor
0.9
CPT0118620003
Tumor
0.8
CPT0118810003
Tumor
0.8
CPT0001060010
Tumor
0.8
CPT0021450003
Tumor
0.7
CPT0086750003
Tumor
0.7
CPT0068610003
Tumor
0.7
CPT0052940004
Tumor
0.7
CPT0146880004
Tumor
0.7
CPT0147980004
Tumor
0.7
CPT0097580003
Tumor
0.7
CPT0118200003
Tumor
0.6
CPT0109680004
Tumor
0.6
CPT0082740004
Tumor
0.5
CPT0066780003
Tumor
0.5
CPT0092930003
Tumor
0.4
CPT0067070003
Tumor
0.4
CPT0001660013
Tumor
0.4
CPT0023310003
Tumor
0.4
CPT0146600003
Normal
0.4
CPT0102450003
Tumor
0.4
CPT0147880004
Tumor
0.3
CPT0105510003
Tumor
0.3
CPT0113990003
Tumor
0.3
CPT0014260003
Tumor
0.3
CPT0125810003
Tumor
0.3
CPT0053040004
Tumor
0.3
CPT0148180004
Tumor
0.3
CPT0114840003
Tumor
0.3
CPT0068100003
Tumor
0.3
CPT0079850003
Normal
0.3
CPT0109740004
Tumor
0.3
CPT0067940003
Tumor
0.2
CPT0091240003
Tumor
0.2
CPT0015410003
Tumor
0.2
CPT0117970003
Tumor
0.2
CPT0067620003
Tumor
0.2
CPT0104760003
Normal
0.2
CPT0014860003
Tumor
0.1
CPT0066890003
Tumor
0.1
CPT0105740003
Normal
0.1
CPT0104750003
Tumor
0.1
CPT0106100003
Normal
0.1
CPT0063810003
Tumor
0.1
CPT0109760003
Normal
0.1
CPT0146980004
Tumor
0.1
CPT0106110003
Tumor
0.1
CPT0105270003
Tumor
0.1
CPT0114880003
Normal
0.0
CPT0114660004
Tumor
0.0
CPT0112080003
Normal
0.0
CPT0091860003
Tumor
0.0
CPT0082770003
Normal
0.0
CPT0066930003
Normal
0.0
CPT0147100003
Normal
0.0
CPT0001690003
Normal
0.0
CPT0105680003
Normal
-0.1
CPT0105370004
Normal
-0.1
CPT0070060003
Tumor
-0.1
CPT0051690004
Tumor
-0.1
CPT0118880003
Tumor
-0.1
CPT0118650003
Normal
-0.1
CPT0067250003
Tumor
-0.1
CPT0055100004
Tumor
-0.1
CPT0105940003
Tumor
-0.1
CPT0084140003
Tumor
-0.2
CPT0090200003
Normal
-0.2
CPT0110980004
Tumor
-0.2
CPT0083780003
Tumor
-0.2
CPT0097600003
Normal
-0.2
CPT0105610003
Normal
-0.2
CPT0111300003
Tumor
-0.2
CPT0008450003
Tumor
-0.2
CPT0091870003
Normal
-0.2
CPT0105060003
Tumor
-0.3
CPT0118570003
Tumor
-0.3
CPT0112060003
Tumor
-0.3
CPT0098130003
Tumor
-0.3
CPT0008420003
Normal
-0.3
CPT0147400003
Normal
-0.3
CPT0063840003
Normal
-0.3
CPT0013910003
Normal
-0.3
CPT0086320003
Normal
-0.3
CPT0118160003
Tumor
-0.3
CPT0001960003
Tumor
-0.3
CPT0147000003
Normal
-0.3
CPT0070080003
Normal
-0.3
CPT0104650003
Normal
-0.4
CPT0092940003
Normal
-0.4
CPT0105980003
Normal
-0.4
CPT0052170004
Tumor
-0.4
CPT0011910004
Tumor
-0.4
CPT0068650003
Normal
-0.4
CPT0147380004
Tumor
-0.4
CPT0067950003
Normal
-0.4
CPT0118180003
Normal
-0.4
CPT0069700003
Tumor
-0.4
CPT0109700003
Normal
-0.5
CPT0067110003
Normal
-0.5
CPT0014930003
Normal
-0.5
CPT0118600003
Normal
-0.5
CPT0069550003
Normal
-0.5
CPT0089340003
Tumor
-0.5
CPT0118240003
Normal
-0.5
CPT0090900004
Normal
-0.5
CPT0013600003
Tumor
-0.5
CPT0079830003
Tumor
-0.5
CPT0067450003
Tumor
-0.5
CPT0109710003
Normal
-0.5
CPT0082890003
Normal
-0.5
CPT0089360003
Normal
-0.5
CPT0015420003
Normal
-0.5
CPT0090720003
Normal
-0.6
CPT0118890003
Normal
-0.6
CPT0066810003
Normal
-0.6
CPT0118830003
Normal
-0.6
CPT0000920017
Tumor
-0.6
CPT0111590003
Normal
-0.6
CPT0105190003
Normal
-0.6
CPT0011930003
Normal
-0.6
CPT0090600003
Normal
-0.6
CPT0086770003
Normal
-0.6
CPT0083140003
Normal
-0.6
CPT0090370003
Normal
-0.6
CPT0146700003
Normal
-0.7
CPT0105250003
Normal
-0.7
CPT0113220003
Normal
-0.7
CPT0068130003
Normal
-0.7
CPT0148000003
Normal
-0.7
CPT0114690003
Normal
-0.7
CPT0014290003
Normal
-0.7
CPT0067770003
Normal
-0.7
CPT0090340003
Tumor
-0.7
CPT0067470004
Normal
-0.7
CPT0148100003
Normal
-0.7
CPT0105550003
Normal
-0.7
CPT0062810003
Normal
-0.8
CPT0105600003
Tumor
-0.8
CPT0001390003
Normal
-0.8
CPT0147600003
Normal
-0.8
CPT0110890003
Normal
-0.8
CPT0001070003
Normal
-0.8
CPT0001590003
Normal
-0.8
CPT0092250003
Normal
-0.8
CPT0067290003
Normal
-0.8
CPT0125830003
Normal
-0.8
CPT0023320003
Normal
-0.8
CPT0011710004
Tumor
-0.8
CPT0021490003
Normal
-0.8
CPT0069520003
Tumor
-0.8
CPT0114010003
Normal
-0.8
CPT0090170004
Tumor
-0.8
CPT0148200003
Normal
-0.9
CPT0118010003
Normal
-0.9
CPT0118360003
Normal
-0.9
CPT0147900003
Normal
-0.9
CPT0146680004
Tumor
-0.9
CPT0146800003
Normal
-0.9
CPT0105010004
Normal
-0.9
CPT0068830003
Normal
-0.9
CPT0083420003
Normal
-0.9
CPT0063730003
Tumor
-0.9
CPT0068800003
Tumor
-0.9
CPT0102480003
Normal
-1.0
CPT0083810003
Normal
-1.0
CPT0110860004
Tumor
-1.0
CPT0113210003
Tumor
-1.0
CPT0109720004
Tumor
-1.0
CPT0069720003
Normal
-1.0
CPT0011750003
Normal
-1.0
CPT0069370003
Normal
-1.1
CPT0091260003
Normal
-1.1
CPT0008410003
Tumor
-1.1
CPT0092240003
Tumor
-1.1
CPT0148300003
Normal
-1.2
CPT0001580009
Tumor
-1.2
CPT0115090003
Normal
-1.2
CPT0111480003
Normal
-1.2
CPT0083390004
Tumor
-1.3
CPT0083100003
Tumor
-1.3
CPT0001800013
Tumor
-1.4
CPT0013630003
Normal
-1.4
CPT0147480004
Tumor
-1.4
CPT0084170003
Normal
-1.5
CPT0001970003
Normal
-1.5
CPT0147500003
Normal
-1.5
CPT0115070003
Tumor
-1.5
CPT0109850003
Normal
-1.5
CPT0000930003
Normal
-1.6
CPT0090570004
Tumor
-1.6
CPT0001810003
Normal
-1.7
CPT0063750003
Normal
-1.7
CPT0146580004
Tumor
N/A
CPT0148080004
Tumor
N/A
Show allShow less
LUNG SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
212
Samples
Sample ID
Sample type
nRPX
CPT0146480004
Tumor
3.1
CPT0237550004
Tumor
2.2
CPT0186130003
Tumor
2.2
CPT0128890003
Tumor
2.0
CPT0069890003
Tumor
2.0
CPT0233600003
Tumor
1.8
CPT0001020003
Tumor
1.8
CPT0104930003
Tumor
1.8
CPT0115830003
Tumor
1.7
CPT0209490003
Tumor
1.4
CPT0202530004
Tumor
1.4
CPT0091610003
Tumor
1.3
CPT0111150004
Tumor
1.3
CPT0130410003
Tumor
1.3
CPT0112540003
Tumor
1.3
CPT0192540004
Tumor
1.3
CPT0175120003
Tumor
1.2
CPT0136640003
Tumor
1.2
CPT0105430003
Normal
1.0
CPT0223790003
Tumor
0.9
CPT0147680004
Tumor
0.9
CPT0196810003
Tumor
0.9
CPT0227020003
Tumor
0.8
CPT0175390003
Tumor
0.8
CPT0237760003
Tumor
0.7
CPT0233120003
Tumor
0.7
CPT0218280003
Tumor
0.7
CPT0130270003
Tumor
0.7
CPT0187370003
Tumor
0.7
CPT0126390003
Tumor
0.6
CPT0183250004
Tumor
0.6
CPT0238110004
Tumor
0.5
CPT0087190003
Tumor
0.4
CPT0237970004
Tumor
0.4
CPT0208770003
Tumor
0.4
CPT0234790003
Tumor
0.4
CPT0089880003
Tumor
0.3
CPT0104360003
Tumor
0.2
CPT0202580004
Normal
0.2
CPT0146380004
Tumor
0.2
CPT0126450003
Tumor
0.2
CPT0186180003
Tumor
0.2
CPT0083980003
Tumor
0.1
CPT0207210003
Tumor
0.1
CPT0234560003
Tumor
0.1
CPT0245880003
Tumor
0.0
CPT0202350004
Tumor
0.0
CPT0091050003
Tumor
0.0
CPT0112580003
Tumor
0.0
CPT0091820003
Tumor
0.0
CPT0147180004
Tumor
-0.1
CPT0209020004
Tumor
-0.1
CPT0197150003
Tumor
-0.1
CPT0204820003
Normal
-0.1
CPT0112600003
Normal
-0.1
CPT0130440004
Normal
-0.1
CPT0233320003
Tumor
-0.2
CPT0236420003
Tumor
-0.2
CPT0232670003
Tumor
-0.2
CPT0221650003
Tumor
-0.2
CPT0191930003
Normal
-0.3
CPT0202400004
Normal
-0.3
CPT0219360003
Tumor
-0.3
CPT0202740003
Normal
-0.3
CPT0204990003
Tumor
-0.3
CPT0197480003
Tumor
-0.3
CPT0146500003
Normal
-0.3
CPT0102840003
Normal
-0.4
CPT0010050003
Tumor
-0.4
CPT0136660003
Normal
-0.4
CPT0233640003
Normal
-0.4
CPT0064050003
Normal
-0.4
CPT0123350003
Tumor
-0.4
CPT0237060004
Tumor
-0.4
CPT0221660003
Normal
-0.5
CPT0063500003
Normal
-0.5
CPT0204800003
Tumor
-0.5
CPT0102790003
Tumor
-0.5
CPT0069900003
Normal
-0.5
CPT0241170003
Tumor
-0.5
CPT0115860003
Normal
-0.6
CPT0101130003
Tumor
-0.6
CPT0217420003
Tumor
-0.6
CPT0236430003
Normal
-0.6
CPT0112720003
Tumor
-0.6
CPT0245830003
Tumor
-0.6
CPT0175410003
Normal
-0.6
CPT0064040003
Tumor
-0.6
CPT0068280003
Tumor
-0.6
CPT0191860003
Tumor
-0.6
CPT0117720003
Tumor
-0.7
CPT0123370003
Normal
-0.7
CPT0126830003
Normal
-0.7
CPT0218310003
Normal
-0.7
CPT0146400003
Normal
-0.7
CPT0023470003
Tumor
-0.7
CPT0126810003
Tumor
-0.7
CPT0197210003
Tumor
-0.7
CPT0237410004
Tumor
-0.7
CPT0098770003
Tumor
-0.7
CPT0126400003
Normal
-0.7
CPT0098800003
Normal
-0.7
CPT0112650003
Tumor
-0.7
CPT0233160003
Normal
-0.7
CPT0126530003
Tumor
-0.7
CPT0233330003
Normal
-0.7
CPT0202720003
Tumor
-0.8
CPT0197090003
Tumor
-0.8
CPT0202020008
Tumor
-0.8
CPT0221200003
Tumor
-0.8
CPT0126740003
Tumor
-0.8
CPT0225380003
Tumor
-0.8
CPT0237690004
Tumor
-0.8
CPT0126670003
Tumor
-0.8
CPT0237200004
Tumor
-0.8
CPT0223820003
Normal
-0.8
CPT0130070003
Normal
-0.8
CPT0225470003
Normal
-0.8
CPT0104380003
Normal
-0.8
CPT0245890003
Normal
-0.8
CPT0130310003
Normal
-0.9
CPT0111000004
Normal
-0.9
CPT0227420003
Normal
-0.9
CPT0205000003
Normal
-0.9
CPT0237780003
Normal
-0.9
CPT0086260003
Tumor
-0.9
CPT0245780003
Tumor
-0.9
CPT0126470003
Normal
-0.9
CPT0197100003
Normal
-0.9
CPT0105420003
Tumor
-0.9
CPT0112730003
Normal
-1.0
CPT0207250003
Normal
-1.0
CPT0112550003
Normal
-1.0
CPT0245790003
Normal
-1.0
CPT0083990003
Normal
-1.0
CPT0237080003
Normal
-1.0
CPT0232690003
Normal
-1.0
CPT0221220003
Normal
-1.0
CPT0196820003
Normal
-1.0
CPT0202170003
Tumor
-1.0
CPT0234930004
Tumor
-1.0
CPT0104950003
Normal
-1.0
CPT0217490003
Normal
-1.0
CPT0001030003
Normal
-1.1
CPT0197380003
Normal
-1.1
CPT0202220004
Normal
-1.1
CPT0195520003
Normal
-1.2
CPT0237210003
Normal
-1.2
CPT0063480003
Tumor
-1.2
CPT0063430003
Tumor
-1.2
CPT0237570003
Normal
-1.2
CPT0234950004
Normal
-1.2
CPT0191710003
Tumor
-1.2
CPT0234580003
Normal
-1.2
CPT0187380003
Normal
-1.2
CPT0175270003
Normal
-1.2
CPT0219390003
Normal
-1.2
CPT0186140003
Normal
-1.2
CPT0241210003
Normal
-1.2
CPT0237710003
Normal
-1.2
CPT0091620003
Normal
-1.2
CPT0087210003
Normal
-1.2
CPT0130030003
Tumor
-1.2
CPT0175260003
Tumor
-1.2
CPT0197860003
Normal
-1.2
CPT0227070003
Normal
-1.2
CPT0197520003
Normal
-1.2
CPT0068320003
Normal
-1.3
CPT0079050003
Tumor
-1.3
CPT0186210003
Normal
-1.3
CPT0183270003
Normal
-1.3
CPT0237430003
Normal
-1.3
CPT0091090003
Normal
-1.3
CPT0007760003
Normal
-1.3
CPT0208780003
Normal
-1.3
CPT0128900003
Normal
-1.3
CPT0192590004
Normal
-1.3
CPT0010060003
Normal
-1.3
CPT0209510003
Normal
-1.4
CPT0063440003
Normal
-1.4
CPT0090440003
Tumor
-1.4
CPT0007740003
Tumor
-1.4
CPT0191750003
Normal
-1.4
CPT0147200003
Normal
-1.4
CPT0204600003
Tumor
-1.4
CPT0234820003
Normal
-1.4
CPT0222730003
Tumor
-1.4
CPT0197740003
Tumor
-1.4
CPT0245840003
Normal
-1.4
CPT0175560003
Tumor
-1.4
CPT0222740003
Normal
-1.5
CPT0202040003
Normal
-1.5
CPT0108560003
Tumor
-1.5
CPT0086270003
Normal
-1.5
CPT0108600003
Normal
-1.5
CPT0147700003
Normal
-1.5
CPT0209040003
Normal
-1.5
CPT0238130003
Normal
-1.6
CPT0023500003
Normal
-1.6
CPT0126760003
Normal
-1.6
CPT0175160003
Normal
-1.6
CPT0197170003
Normal
-1.7
CPT0112660003
Normal
-1.7
CPT0195510003
Tumor
-1.8
CPT0237990003
Normal
-1.8
CPT0227400003
Tumor
-1.8
CPT0117770003
Normal
-1.8
CPT0079060003
Normal
-2.0
CPT0204660003
Normal
-2.1
CPT0190550003
Tumor
-2.2
CPT0079110003
Normal
-2.3
CPT0079100003
Tumor
-2.9
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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.