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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.
NDRG1 is not prognostic in Cervical Squamous Cell Carcinoma and Endocervical 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
395.8
Number of samples
283
Samples
Sample
Description
TPM
TCGA-MY-A5BF-01A
0 years, female, white, stage:Stage IIA, alive, 634 days
3945.0
TCGA-Q1-A73O-01A
0 years, female, stage:Stage IB, alive, 428 days
2482.0
TCGA-C5-A3HL-01A
0 years, female, white, stage:Stage IB, alive, 621 days
2282.6
TCGA-VS-A953-01A
0 years, female, stage:Stage IVA, dead, 477 days
2194.7
TCGA-C5-A1MK-01A
0 years, female, white, stage:Stage IIIB, dead, 74 days
2156.0
TCGA-VS-A8EB-01A
0 years, female, white, stage:Stage IIIB, dead, 305 days
2060.2
TCGA-VS-A9UY-01A
0 years, female, stage:Stage IVB, dead, 555 days
1910.3
TCGA-VS-A9UR-01A
0 years, female, white, stage:Stage IIA, alive, 793 days
1703.6
TCGA-VS-A9UJ-01A
0 years, female, stage:Stage IIB, dead, 52 days
1617.3
TCGA-JW-A5VL-01A
0 years, female, american indian or alaska native, stage:Stage IB, alive, 474 days
1612.0
TCGA-Q1-A6DW-01A
0 years, female, white, stage:Stage I, alive, 534 days
1452.1
TCGA-EA-A5FO-01A
0 years, female, white, stage:Stage IB, alive, 815 days
1383.6
TCGA-C5-A2LZ-01A
0 years, female, white, stage:Stage IIIB, dead, 3046 days
1378.4
TCGA-EA-A3HS-01A
0 years, female, white, stage:Stage IB, alive, 959 days
1335.0
TCGA-C5-A7CK-01A
0 years, female, white, stage:Stage IVA, dead, 4086 days
1328.1
TCGA-C5-A901-01A
0 years, female, white, stage:'--, alive, 518 days
1302.4
TCGA-DS-A1OC-01A
0 years, female, white, stage:Stage IB, alive, 376 days
1293.6
TCGA-VS-A9UM-01A
0 years, female, black or african american, stage:Stage IVB, dead, 829 days
1267.2
TCGA-DG-A2KL-01A
0 years, female, stage:Stage IIA, alive, 1367 days
1260.8
TCGA-BI-A0VS-01A
0 years, female, white, stage:Stage IB, alive, 1735 days
1246.8
TCGA-EA-A3HR-01A
0 years, female, white, stage:Stage II, alive, 940 days
1234.5
TCGA-UC-A7PG-01A
0 years, female, white, stage:Stage IIIB, dead, 370 days
1234.1
TCGA-VS-A8EK-01A
0 years, female, white, stage:Stage IVA, dead, 829 days
1201.4
TCGA-C5-A7UH-01A
0 years, female, white, stage:Stage IIIB, alive, 3988 days
1157.3
TCGA-JW-A5VJ-01A
0 years, female, american indian or alaska native, stage:Stage IIB, alive, 652 days
1128.0
TCGA-VS-A950-01A
0 years, female, stage:Stage IIIA, alive, 1221 days
1117.2
TCGA-C5-A7CL-01A
0 years, female, white, stage:Stage IIIB, dead, 471 days
1053.8
TCGA-C5-A2M2-01A
0 years, female, white, stage:Stage IB, dead, 1011 days
1026.4
TCGA-ZJ-AAXA-01A
0 years, female, white, stage:Stage IB, alive, 43 days
1015.8
TCGA-EA-A97N-01A
0 years, female, white, stage:Stage IB, alive, 11 days
1004.9
TCGA-Q1-A73Q-01A
0 years, female, white, stage:Stage I, alive, 284 days
1003.6
TCGA-C5-A8XJ-01A
0 years, female, white, stage:Stage IB, alive, 4467 days
1001.7
TCGA-MA-AA41-01A
0 years, female, white, stage:Stage IIB, alive, 279 days
997.2
TCGA-EA-A3HU-01A
0 years, female, white, stage:Stage II, alive, 1013 days
997.1
TCGA-ZJ-A8QQ-01A
0 years, female, white, stage:Stage IIB, alive, 2056 days
968.9
TCGA-VS-A8EG-01A
0 years, female, stage:Stage IB, alive, 1386 days
944.0
TCGA-HM-A4S6-01A
0 years, female, white, stage:Stage IIIB, alive, 454 days
927.1
TCGA-VS-A8QC-01A
0 years, female, white, stage:Stage IVA, dead, 350 days
899.2
TCGA-EA-A3HQ-01A
0 years, female, white, stage:Stage II, alive, 1136 days
859.4
TCGA-C5-A1MN-01A
0 years, female, white, stage:Stage IIIB, dead, 1245 days
849.3
TCGA-VS-A9UV-01A
0 years, female, stage:Stage IVA, dead, 104 days
832.6
TCGA-VS-A94W-01A
0 years, female, white, stage:Stage IIB, alive, 1243 days
801.1
TCGA-VS-A9UI-01A
0 years, female, white, stage:Stage IIB, dead, 1372 days
798.7
TCGA-FU-A3TQ-01A
0 years, female, white, stage:Stage IIIB, alive, 795 days
793.5
TCGA-Q1-A6DT-01A
0 years, female, white, stage:Stage I, dead, 275 days
704.4
TCGA-C5-A1BJ-01A
0 years, female, white, stage:Stage IIB, alive, 4385 days
686.5
TCGA-LP-A5U3-01A
0 years, female, asian, stage:Stage IB, alive, 25 days
685.4
TCGA-C5-A1BM-01A
0 years, female, black or african american, stage:Stage IB, dead, 2520 days
663.9
TCGA-VS-A9V4-01A
0 years, female, white, stage:Stage IVA, dead, 132 days
662.1
TCGA-FU-A5XV-01A
0 years, female, white, stage:Stage IIIB, alive, 321 days
655.5
TCGA-UC-A7PD-01A
0 years, female, american indian or alaska native, stage:Stage IB, dead, 355 days
653.8
TCGA-JX-A3Q0-01A
0 years, female, black or african american, stage:Stage III, alive, 6375 days
650.8
TCGA-EA-A3HT-01A
0 years, female, white, stage:Stage IB, alive, 954 days
646.0
TCGA-EA-A1QT-01A
0 years, female, white, stage:Stage IB, alive, 1243 days
644.4
TCGA-VS-A9UU-01A
0 years, female, stage:Stage IIB, alive, 442 days
639.8
TCGA-C5-A7CH-01A
0 years, female, white, stage:Stage IIB, alive, 4694 days
639.5
TCGA-WL-A834-01A
0 years, female, white, stage:'--, alive, 791 days
638.2
TCGA-FU-A3NI-01A
0 years, female, white, stage:Stage IB, dead, 638 days
624.7
TCGA-EK-A2RE-01A
0 years, female, white, stage:Stage IIA, alive, 57 days
624.0
TCGA-VS-A9U6-01A
0 years, female, white, stage:Stage IVB, alive, 1320 days
623.3
TCGA-MA-AA3Y-01A
0 years, female, white, stage:Stage IB, alive, 542 days
596.3
TCGA-C5-A8XI-01A
0 years, female, black or african american, stage:Stage IB, alive, 254 days
593.4
TCGA-EK-A2PG-01A
0 years, female, black or african american, stage:'--, alive, 46 days
593.2
TCGA-FU-A3HY-01A
0 years, female, white, stage:Stage IB, alive, 954 days
591.7
TCGA-C5-A1BL-01A
0 years, female, white, stage:Stage IB, alive, 5271 days
579.8
TCGA-VS-A8EH-01A
0 years, female, stage:Stage IIIB, alive, 986 days
566.7
TCGA-BI-A0VR-01A
0 years, female, white, stage:Stage IIIB, alive, 1505 days
553.1
TCGA-ZJ-AAXU-01A
0 years, female, white, stage:Stage IIB, alive, 5 days
539.6
TCGA-EK-A3GJ-01A
0 years, female, native hawaiian or other pacific islander, stage:Stage IB, alive, 3 days
537.3
TCGA-EK-A2PM-01A
0 years, female, white, stage:Stage IIB, alive, 18 days
532.3
TCGA-MU-A8JM-01A
0 years, female, white, stage:Stage IB, alive, 607 days
525.2
TCGA-EX-A1H5-01A
0 years, female, black or african american, stage:Stage IIB, alive, 619 days
523.1
TCGA-VS-A9V3-01A
0 years, female, white, stage:Stage IVB, alive, 540 days
522.6
TCGA-DS-A1O9-01A
0 years, female, white, stage:Stage IVA, dead, 266 days
520.9
TCGA-EK-A2RO-01A
0 years, female, american indian or alaska native, stage:Stage IIB, alive, 2 days
519.0
TCGA-EX-A3L1-01A
0 years, female, white, stage:Stage IIA, alive, 463 days
512.0
TCGA-VS-A8QM-01A
0 years, female, stage:Stage IVB, dead, 951 days
465.1
TCGA-VS-A954-01A
0 years, female, stage:Stage IIIB, alive, 1714 days
457.6
TCGA-EK-A2GZ-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 383 days
454.5
TCGA-EA-A3QE-01A
0 years, female, white, stage:Stage IB, alive, 761 days
446.5
TCGA-MA-AA3Z-01A
0 years, female, white, stage:Stage IB, alive, 595 days
445.9
TCGA-DS-A0VL-01A
0 years, female, white, stage:Stage IB, dead, 1692 days
445.0
TCGA-MU-A51Y-01A
0 years, female, white, stage:Stage IIA, alive, 854 days
420.6
TCGA-LP-A4AU-01A
0 years, female, asian, stage:Stage IIIB, alive, 343 days
419.8
TCGA-GH-A9DA-01A
0 years, female, white, stage:Stage IB, alive, 540 days
416.2
TCGA-EA-A50E-01A
0 years, female, asian, stage:Stage IVA, dead, 227 days
412.1
TCGA-VS-A94X-01A
0 years, female, black or african american, stage:Stage IIB, dead, 506 days
406.9
TCGA-DR-A0ZL-01A
0 years, female, asian, stage:Stage IB, alive, 2669 days
400.4
TCGA-MY-A913-01A
0 years, female, black or african american, stage:Stage IIA, alive, 524 days
393.4
TCGA-DS-A1OB-01A
0 years, female, white, stage:Stage IB, dead, 861 days
392.7
TCGA-UC-A7PF-01A
0 years, female, stage:Stage IB, dead, 2859 days
390.9
TCGA-4J-AA1J-01A
0 years, female, white, stage:Stage IB, alive, 542 days
390.3
TCGA-HM-A3JK-01A
0 years, female, white, stage:Stage IIA, alive, 632 days
389.5
TCGA-IR-A3L7-01A
0 years, female, white, stage:Stage IB, alive, 4483 days
386.5
TCGA-C5-A7UC-01A
0 years, female, white, stage:Stage IB, dead, 523 days
385.0
TCGA-ZJ-AAX4-01A
0 years, female, white, stage:Stage II, alive, 21 days
383.6
TCGA-VS-A958-01A
0 years, female, white, stage:Stage IIB, alive, 1525 days
381.2
TCGA-DG-A2KK-01A
0 years, female, stage:Stage IIIB, alive, 2496 days
375.2
TCGA-VS-A94Y-01A
0 years, female, white, stage:Stage IIB, dead, 144 days
369.1
TCGA-EA-A6QX-01A
0 years, female, asian, stage:Stage IIIB, alive, 730 days
365.6
TCGA-MA-AA3X-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 617 days
364.5
TCGA-JW-A5VK-01A
0 years, female, black or african american, stage:Stage IB, alive, 623 days
363.8
TCGA-JW-A5VI-01A
0 years, female, american indian or alaska native, stage:Stage IIB, alive, 747 days
343.2
TCGA-C5-A7CJ-01A
0 years, female, white, stage:Stage IIA, dead, 3097 days
341.6
TCGA-EK-A2RJ-01A
0 years, female, white, stage:Stage IB, alive, 53 days
340.3
TCGA-HM-A3JJ-01A
0 years, female, black or african american, stage:Stage IB, dead, 659 days
338.5
TCGA-EK-A2H0-01A
0 years, female, white, stage:Stage IIB, alive, 1847 days
336.3
TCGA-FU-A3WB-01A
0 years, female, white, stage:Stage IIA, alive, 491 days
333.0
TCGA-EK-A2PI-01A
0 years, female, white, stage:Stage IIIB, alive, 586 days
329.9
TCGA-C5-A7X5-01A
0 years, female, black or african american, stage:Stage IVB, dead, 414 days
325.0
TCGA-C5-A1MH-01A
0 years, female, white, stage:Stage IIIB, dead, 1186 days
313.3
TCGA-C5-A8YR-01A
0 years, female, white, stage:Stage IB, dead, 837 days
303.9
TCGA-C5-A1M6-01A
0 years, female, white, stage:Stage IIB, dead, 955 days
301.2
TCGA-EA-A5ZD-01A
0 years, female, asian, stage:Stage IB, alive, 830 days
295.4
TCGA-EK-A3GK-01A
0 years, female, white, stage:Stage IB, alive, 15 days
294.4
TCGA-FU-A2QG-01A
0 years, female, white, stage:Stage IB, alive, 579 days
294.3
TCGA-C5-A8ZZ-01A
0 years, female, white, stage:Stage IIB, alive, 636 days
293.0
TCGA-VS-A957-01A
0 years, female, white, stage:Stage IB, alive, 1688 days
292.4
TCGA-ZX-AA5X-01A
0 years, female, white, stage:Stage IIIB, alive, 119 days
289.4
TCGA-VS-A8QF-01A
0 years, female, white, stage:Stage IIB, alive, 1800 days
283.7
TCGA-VS-A8QH-01A
0 years, female, white, stage:Stage IB, dead, 1210 days
283.7
TCGA-DS-A5RQ-01A
0 years, female, white, stage:Stage IB, alive, 512 days
280.5
TCGA-C5-A905-01A
0 years, female, black or african american, stage:Stage IB, alive, 4879 days
280.3
TCGA-FU-A3YQ-01A
0 years, female, white, stage:Stage IB, alive, 861 days
277.8
TCGA-VS-A94Z-01A
0 years, female, white, stage:Stage IIB, alive, 1015 days
268.7
TCGA-JX-A3PZ-01A
0 years, female, white, stage:Stage IB, dead, 642 days
258.6
TCGA-IR-A3LA-01A
0 years, female, white, stage:Stage IB, alive, 4172 days
255.8
TCGA-MA-AA42-01A
0 years, female, white, stage:Stage IIB, alive, 259 days
251.6
TCGA-C5-A8XH-01A
0 years, female, white, stage:Stage IB, dead, 1394 days
249.6
TCGA-C5-A1ML-01A
0 years, female, white, stage:Stage IB, dead, 636 days
249.4
TCGA-C5-A7XC-01A
0 years, female, white, stage:Stage IB, alive, 1551 days
248.3
TCGA-DS-A1OA-01A
0 years, female, asian, stage:Stage IB, dead, 879 days
248.0
TCGA-VS-A9UB-01A
0 years, female, stage:Stage IIB, alive, 911 days
246.9
TCGA-VS-AA62-01A
0 years, female, white, stage:Stage IIB, dead, 469 days
245.3
TCGA-C5-A2LV-01A
0 years, female, black or african american, stage:Stage IB, alive, 2234 days
234.6
TCGA-EK-A2RK-01A
0 years, female, white, stage:Stage IA, alive, 13 days
229.2
TCGA-C5-A0TN-01A
0 years, female, black or african american, stage:Stage IB, dead, 348 days
220.6
TCGA-VS-A9U5-01A
0 years, female, white, stage:Stage IIB, alive, 1535 days
218.8
TCGA-UC-A7PI-01A
0 years, female, white, stage:Stage IB, alive, 2114 days
218.6
TCGA-EA-A5ZE-01A
0 years, female, asian, stage:Stage IB, alive, 829 days
214.8
TCGA-C5-A1M8-01A
0 years, female, white, stage:Stage IB, alive, 919 days
214.0
TCGA-VS-A9V0-01A
0 years, female, stage:Stage IB, alive, 573 days
209.8
TCGA-VS-A8QA-01A
0 years, female, stage:Stage IB, alive, 1099 days
208.6
TCGA-DS-A0VK-01A
0 years, female, white, stage:Stage IB, dead, 1118 days
207.2
TCGA-EK-A2RC-01A
0 years, female, stage:Stage IB, alive, 129 days
206.0
TCGA-DS-A0VN-01A
0 years, female, white, stage:Stage IB, alive, 3609 days
205.9
TCGA-C5-A1M5-01A
0 years, female, white, stage:Stage IB, dead, 2052 days
204.2
TCGA-EA-A1QS-01A
0 years, female, white, stage:Stage IB, alive, 1203 days
196.4
TCGA-DG-A2KM-01A
0 years, female, stage:Stage IB, alive, 1946 days
196.2
TCGA-MU-A5YI-01A
0 years, female, black or african american, stage:Stage IA, alive, 1053 days
194.7
TCGA-LP-A4AW-01A
0 years, female, asian, stage:Stage IA, alive, 27 days
190.3
TCGA-C5-A8YQ-01A
0 years, female, white, stage:Stage IB, dead, 715 days
183.1
TCGA-C5-A1MI-01A
0 years, female, white, stage:Stage IB, dead, 1083 days
180.6
TCGA-VS-A9UZ-01A
0 years, female, white, stage:Stage IB, alive, 2044 days
178.5
TCGA-VS-A8EL-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1992 days
177.9
TCGA-C5-A902-01A
0 years, female, black or african american, stage:Stage IB, alive, 149 days
177.4
TCGA-2W-A8YY-01A
0 years, female, white, stage:Stage IB, alive, 533 days
168.0
TCGA-Q1-A73S-01A
0 years, female, white, stage:Stage IB, alive, 688 days
166.5
TCGA-HG-A2PA-01A
0 years, female, white, stage:Stage IB, dead, 773 days
166.4
TCGA-DS-A7WH-01A
0 years, female, white, stage:Stage IB, alive, 533 days
160.6
TCGA-IR-A3LK-01A
0 years, female, white, stage:Stage IB, dead, 908 days
160.0
TCGA-MA-AA43-01A
0 years, female, white, stage:Stage IIIB, alive, 346 days
159.8
TCGA-VS-A952-01A
0 years, female, white, stage:Stage IB, alive, 1778 days
159.7
TCGA-EX-A69M-01A
0 years, female, white, stage:Stage IB, dead, 253 days
158.6
TCGA-DG-A2KH-01A
0 years, female, stage:Stage IB, alive, 34 days
156.2
TCGA-VS-A9U7-01A
0 years, female, white, stage:Stage IB, alive, 1472 days
155.6
TCGA-XS-A8TJ-01A
0 years, female, black or african american, stage:Stage IB, alive, 890 days
153.8
TCGA-VS-A9UC-01A
0 years, female, stage:Stage IIB, alive, 825 days
151.3
TCGA-ZJ-A8QR-01A
0 years, female, native hawaiian or other pacific islander, stage:Stage I, dead, 582 days
151.0
TCGA-C5-A1M7-01A
0 years, female, white, stage:Stage IB, alive, 1409 days
150.8
TCGA-EA-A5O9-01A
0 years, female, white, stage:Stage IB, alive, 788 days
149.8
TCGA-VS-A9V2-01A
0 years, female, white, stage:Stage IB, alive, 555 days
148.0
TCGA-VS-A959-01A
0 years, female, stage:Stage IIB, alive, 1561 days
147.8
TCGA-DS-A3LQ-01A
0 years, female, stage:Stage IIIB, alive, 699 days
143.4
TCGA-C5-A1MP-01A
0 years, female, black or african american, stage:Stage IB, alive, 109 days
142.9
TCGA-JW-A69B-01A
0 years, female, white, stage:Stage IB, alive, 863 days
136.9
TCGA-MY-A5BD-01A
0 years, female, white, stage:Stage IIB, alive, 1667 days
134.0
TCGA-VS-A8EC-01A
0 years, female, white, stage:Stage IIIB, alive, 1415 days
134.0
TCGA-EK-A2RN-01A
0 years, female, white, stage:Stage IB, alive, 71 days
133.3
TCGA-EK-A2RL-01A
0 years, female, black or african american, stage:Stage IB, dead, 1453 days
131.7
TCGA-C5-A1M9-01A
0 years, female, white, stage:Stage IB, dead, 1065 days
130.4
TCGA-VS-A9UO-01A
0 years, female, white, stage:Stage IIB, alive, 1456 days
128.6
TCGA-EK-A2R8-01A
0 years, female, white, stage:Stage IB, alive, 44 days
126.4
TCGA-EK-A2IR-01A
0 years, female, white, stage:Stage IB, alive, 3442 days
120.6
TCGA-Q1-A5R2-01A
0 years, female, white, stage:'--, alive, 499 days
120.6
TCGA-JX-A5QV-01A
0 years, female, white, stage:Stage IB, alive, 636 days
120.3
TCGA-EA-A44S-01A
0 years, female, white, stage:Stage IIIB, alive, 369 days
118.3
TCGA-MA-AA3W-01A
0 years, female, white, stage:Stage IB, alive, 685 days
112.6
TCGA-IR-A3LH-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2394 days
111.4
TCGA-EK-A2PL-01A
0 years, female, white, stage:Stage IIIB, alive, 13 days
110.2
TCGA-EA-A556-01A
0 years, female, white, stage:Stage IB, alive, 453 days
110.0
TCGA-JW-AAVH-01A
0 years, female, white, stage:Stage IB, alive, 552 days
109.9
TCGA-C5-A1MJ-01A
0 years, female, white, stage:Stage IB, dead, 14 days
108.4
TCGA-EK-A3GN-01A
0 years, female, white, stage:Stage IIIB, alive, 27 days
107.8
TCGA-FU-A3TX-01A
0 years, female, stage:Stage IB, alive, 45 days
107.0
TCGA-DS-A0VM-01A
0 years, female, white, stage:Stage IB, alive, 3589 days
105.0
TCGA-C5-A7UE-01A
0 years, female, white, stage:Stage IB, alive, 4738 days
100.8
TCGA-FU-A770-01A
0 years, female, white, stage:Stage IIIB, alive, 34 days
100.7
TCGA-C5-A7CM-01A
0 years, female, white, stage:Stage IB, alive, 619 days
97.4
TCGA-EA-A411-01A
0 years, female, white, stage:Stage IB, alive, 747 days
97.2
TCGA-C5-A7CG-01A
0 years, female, white, stage:Stage IB, alive, 6408 days
96.7
TCGA-VS-A9UH-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1427 days
95.1
TCGA-VS-A9UL-01A
0 years, female, white, stage:Stage IIIB, dead, 442 days
93.7
TCGA-C5-A8XK-01A
0 years, female, black or african american, stage:'--, alive, 3039 days
93.1
TCGA-LP-A4AX-01A
0 years, female, asian, stage:Stage IB, alive, 380 days
91.7
TCGA-C5-A7UI-01A
0 years, female, black or african american, stage:Stage IB, dead, 2888 days
89.4
TCGA-EX-A69L-01A
0 years, female, asian, stage:Stage IB, alive, 602 days
89.3
TCGA-Q1-A73P-01A
0 years, female, white, stage:Stage IB, alive, 483 days
83.4
TCGA-EA-A3QD-01A
0 years, female, white, stage:Stage IIIB, alive, 397 days
80.0
TCGA-FU-A23L-01A
0 years, female, white, stage:Stage IIA, alive, 725 days
78.0
TCGA-C5-A7CO-01A
0 years, female, white, stage:Stage IB, alive, 4482 days
77.8
TCGA-JW-A5VG-01A
0 years, female, american indian or alaska native, stage:Stage IIA, alive, 834 days
76.9
TCGA-IR-A3LF-01A
0 years, female, white, stage:Stage IB, alive, 2949 days
75.5
TCGA-VS-A9UQ-01A
0 years, female, stage:Stage IB, alive, 1263 days
72.5
TCGA-EK-A2R9-01A
0 years, female, white, stage:Stage IB, alive, 4 days
69.9
TCGA-C5-A2LT-01A
0 years, female, white, stage:Stage IB, alive, 2226 days
69.3
TCGA-LP-A5U2-01A
0 years, female, asian, stage:Stage IIIB, alive, 9 days
66.0
TCGA-EA-A78R-01A
0 years, female, asian, stage:Stage IB, alive, 410 days
65.5
TCGA-EA-A439-01A
0 years, female, asian, stage:Stage IIA, alive, 965 days
65.5
TCGA-FU-A3HZ-01A
0 years, female, white, stage:Stage IIA, alive, 1103 days
65.1
TCGA-FU-A40J-01A
0 years, female, white, stage:Stage IIIB, alive, 426 days
64.6
TCGA-C5-A3HE-01A
0 years, female, white, stage:Stage IB, alive, 548 days
63.8
TCGA-R2-A69V-01A
0 years, female, white, stage:Stage IB, alive, 596 days
63.4
TCGA-VS-A8Q8-01A
0 years, female, white, stage:Stage IB, dead, 978 days
61.6
TCGA-DS-A1OD-01A
0 years, female, white, stage:Stage IB, alive, 3874 days
55.6
TCGA-BI-A20A-01A
0 years, female, white, stage:Stage IB, alive, 720 days
54.7
TCGA-DS-A7WI-01A
0 years, female, white, stage:Stage IIA, dead, 252 days
53.8
TCGA-C5-A907-01A
0 years, female, white, stage:Stage IB, alive, 448 days
52.6
TCGA-Q1-A73R-01A
0 years, female, white, stage:Stage I, alive, 567 days
52.3
TCGA-EA-A5ZF-01A
0 years, female, asian, stage:Stage IB, alive, 828 days
51.0
TCGA-C5-A3HF-01A
0 years, female, white, stage:Stage IB, dead, 543 days
50.3
TCGA-FU-A57G-01A
0 years, female, white, stage:Stage IB, alive, 1078 days
50.0
TCGA-EK-A2RA-01A
0 years, female, stage:Stage IIA, alive, 1246 days
48.7
TCGA-VS-A9UP-01A
0 years, female, stage:Stage IIA, alive, 1444 days
48.1
TCGA-RA-A741-01A
0 years, female, white, stage:Stage IIB, alive, 444 days
47.8
TCGA-C5-A2LS-01A
0 years, female, white, stage:Stage IB, alive, 1345 days
46.9
TCGA-JW-A852-01A
0 years, female, white, stage:Stage IIB, dead, 252 days
46.0
TCGA-VS-A8EI-01A
0 years, female, white, stage:Stage IIB, alive, 729 days
44.7
TCGA-JW-A5VH-01A
0 years, female, american indian or alaska native, stage:Stage IVB, dead, 100 days
43.3
TCGA-EK-A2RM-01A
0 years, female, white, stage:Stage IB, alive, 50 days
43.1
TCGA-LP-A7HU-01A
0 years, female, asian, stage:Stage II, alive, 406 days
42.2
TCGA-VS-A8EJ-01A
0 years, female, white, stage:Stage IIB, dead, 607 days
41.8
TCGA-EA-A43B-01A
0 years, female, white, stage:Stage IB, alive, 791 days
41.1
TCGA-IR-A3LL-01A
0 years, female, white, stage:Stage IB, alive, 1106 days
40.4
TCGA-EK-A2R7-01A
0 years, female, white, stage:Stage IB, alive, 27 days
40.3
TCGA-EK-A2RB-01A
0 years, female, white, stage:Stage IVB, alive, 9 days
40.0
TCGA-EK-A2H1-01A
0 years, female, white, stage:Stage IB, alive, 799 days
36.8
TCGA-IR-A3LC-01A
0 years, female, white, stage:Stage IB, alive, 3935 days
33.0
TCGA-C5-A1ME-01A
0 years, female, white, stage:Stage IB, alive, 1756 days
32.5
TCGA-IR-A3LB-01A
0 years, female, white, stage:Stage IB, dead, 2032 days
32.4
TCGA-VS-A9UD-01A
0 years, female, white, stage:Stage IIIA, alive, 739 days
31.8
TCGA-EX-A449-01A
0 years, female, white, stage:Stage IVB, alive, 447 days
31.7
TCGA-IR-A3LI-01A
0 years, female, white, stage:Stage IVB, alive, 2493 days
31.0
TCGA-C5-A8YT-01A
0 years, female, white, stage:Stage IB, dead, 633 days
29.6
TCGA-C5-A7X3-01A
0 years, female, white, stage:Stage IIIB, dead, 284 days
29.5
TCGA-C5-A2M1-01A
0 years, female, white, stage:Stage IB, alive, 1169 days
27.8
TCGA-VS-A9V1-01A
0 years, female, white, stage:Stage IVB, dead, 157 days
27.2
TCGA-JX-A3Q8-01A
0 years, female, asian, stage:Stage IB, alive, 1357 days
27.1
TCGA-Q1-A5R1-01A
0 years, female, white, stage:Stage IB, alive, 474 days
27.1
TCGA-VS-A8Q9-01A
0 years, female, white, stage:Stage IB, alive, 1630 days
27.1
TCGA-DS-A7WF-01A
0 years, female, stage:Stage IB, dead, 492 days
24.5
TCGA-EX-A8YF-01A
0 years, female, white, stage:Stage IB, alive, 473 days
21.3
TCGA-EK-A2PK-01A
0 years, female, white, stage:Stage IB, alive, 12 days
20.6
TCGA-Q1-A6DV-01A
0 years, female, asian, stage:Stage IB, alive, 491 days
20.0
TCGA-DR-A0ZM-01A
0 years, female, white, stage:Stage IIIB, alive, 1791 days
19.0
TCGA-PN-A8MA-01A
0 years, female, black or african american, stage:Stage IIB, alive, 90 days
18.1
TCGA-C5-A1MQ-01A
0 years, female, white, stage:Stage IIA, alive, 1031 days
17.3
TCGA-EA-A4BA-01A
0 years, female, white, stage:Stage IB, alive, 755 days
16.3
TCGA-EA-A3Y4-01A
0 years, female, white, stage:Stage IB, alive, 1122 days
15.4
TCGA-MY-A5BE-01A
0 years, female, black or african american, stage:Stage IB, alive, 1066 days
13.0
TCGA-EA-A410-01A
0 years, female, white, stage:Stage IIA, alive, 803 days
12.5
TCGA-C5-A7X8-01A
0 years, female, white, stage:Stage IB, alive, 83 days
12.3
TCGA-DG-A2KJ-01A
0 years, female, stage:Stage IIIB, alive, 2893 days
8.9
TCGA-FU-A3EO-01A
0 years, female, white, stage:Stage IIB, alive, 490 days
8.3
TCGA-C5-A2LY-01A
0 years, female, white, stage:Stage IB, alive, 2383 days
6.7
TCGA-C5-A2LX-01A
0 years, female, white, stage:Stage IB, alive, 2526 days
6.2
TCGA-HM-A6W2-01A
0 years, female, black or african american, stage:Stage IVB, alive, 287 days
6.0
TCGA-C5-A1MF-01A
0 years, female, white, stage:Stage IB, alive, 1617 days
4.1
TCGA-Q1-A5R3-01A
0 years, female, white, stage:'--, alive, 485 days
3.0
TCGA-VS-A9V5-01A
0 years, female, white, stage:Stage IIB, dead, 494 days
2.7
TCGA-EK-A2IP-01A
0 years, female, white, stage:Stage IB, alive, 202 days
0.0
TCGA-FU-A23K-01A
0 years, female, white, stage:Stage IIIB, alive, 372 days
0.0
TCGA-VS-A9UT-01A
0 years, female, asian, stage:Stage IB, alive, 482 days
0.0
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CERVICAL 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.