tcga_patients = \
["TCGA-GI-A2C8-01",
"TCGA-EW-A1P6-01",
"TCGA-EW-A424-01",
"TCGA-AC-A23E-01",
"TCGA-D8-A147-01",
"TCGA-E2-A14O-01",
"TCGA-C8-A1HJ-01",
"TCGA-A2-A04R-01",
"TCGA-E2-A150-01",
"TCGA-AQ-A0Y5-01",
"TCGA-BH-A1FU-01",
"TCGA-E9-A245-01",
"TCGA-C8-A12M-01",
"TCGA-AN-A0XL-01",
"TCGA-E9-A1RI-11",
"TCGA-GM-A2DO-01",
"TCGA-A8-A093-01",
"TCGA-A8-A08R-01",
"TCGA-A7-A0CH-11",
"TCGA-EW-A1PA-01",
"TCGA-BH-A1FJ-11",
"TCGA-EW-A1IX-01",
"TCGA-B6-A40C-01",
"TCGA-AR-A1AL-01",
"TCGA-E2-A14Z-01",
"TCGA-C8-A3M8-01",
"TCGA-D8-A73W-01",
"TCGA-GI-A2C8-11",
"TCGA-BH-A0BQ-11",
"TCGA-C8-A12X-01",
"TCGA-A7-A6VX-01",
"TCGA-AO-A0JG-01",
"TCGA-D8-A1JJ-01",
"TCGA-AN-A0XW-01",
"TCGA-A1-A0SN-01",
"TCGA-BH-A1FU-11",
"TCGA-B6-A0X4-01",
"TCGA-B6-A0WS-01",
"TCGA-AR-A1AW-01",
"TCGA-E2-A15F-01",
"TCGA-BH-A42V-01",
"TCGA-A7-A4SB-01",
"TCGA-A8-A09I-01",
"TCGA-D8-A1JU-01",
"TCGA-E9-A2JS-01",
"TCGA-AN-A0FJ-01",
"TCGA-PE-A5DE-01",
"TCGA-AR-A0U3-01",
"TCGA-AR-A0TR-01",
"TCGA-AO-A12F-01",
"TCGA-A8-A09T-01",
"TCGA-A8-A06P-01",
"TCGA-A7-A26J-01",
"TCGA-LL-A440-01",
"TCGA-A2-A0ET-01",
"TCGA-AQ-A1H3-01",
"TCGA-AO-A1KR-01",
"TCGA-E2-A105-01",
"TCGA-B6-A0I6-01",
"TCGA-OL-A97C-01",
"TCGA-E9-A3HO-01",
"TCGA-E2-A9RU-01",
"TCGA-AR-A2LO-01",
"TCGA-S3-A6ZH-01",
"TCGA-BH-A18N-01",
"TCGA-E2-A1LE-01",
"TCGA-BH-A0GY-01",
"TCGA-BH-A0E6-01",
"TCGA-BH-A0B2-01",
"TCGA-B6-A0RM-01",
"TCGA-E9-A1NE-01",
"TCGA-B6-A0IA-01",
"TCGA-A7-A13H-01",
"TCGA-A8-A0A4-01",
"TCGA-A2-A0YD-01",
"TCGA-A8-A07G-01",
"TCGA-E2-A1IL-01",
"TCGA-BH-A0EA-01",
"TCGA-S3-AA15-01",
"TCGA-AR-A5QQ-01",
"TCGA-BH-A18N-11",
"TCGA-E9-A1R5-01",
"TCGA-BH-A1EU-01",
"TCGA-BH-A1F6-01",
"TCGA-D8-A1XS-01",
"TCGA-E9-A1NE-11",
"TCGA-A8-A07R-01",
"TCGA-A8-A083-01",
"TCGA-BH-A0HP-01",
"TCGA-BH-A0B2-11",
"TCGA-A2-A0D3-01",
"TCGA-A2-A0CR-01",
"TCGA-3C-AAAU-01",
"TCGA-A7-A0CJ-01",
"TCGA-OL-A5RY-01",
"TCGA-V7-A7HQ-01",
"TCGA-AR-A251-01",
"TCGA-AR-A24P-01",
"TCGA-BH-A0BS-01",
"TCGA-E2-A3DX-01",
"TCGA-BH-A1EU-11",
"TCGA-A2-A0T3-01",
"TCGA-BH-A1F6-11",
"TCGA-OL-A6VR-01",
"TCGA-BH-A1FL-01",
"TCGA-GM-A2DF-01",
"TCGA-D8-A27F-01",
"TCGA-AO-A0J3-01",
"TCGA-A8-A08I-01",
"TCGA-EW-A1P8-01",
"TCGA-EW-A1OW-01",
"TCGA-AO-A03U-01",
"TCGA-AC-A23G-01",
"TCGA-E2-A14Q-01",
"TCGA-C8-A1HL-01",
"TCGA-A2-A04T-01",
"TCGA-E2-A152-01",
"TCGA-A2-A3XT-01",
"TCGA-BH-A0BS-11",
"TCGA-E9-A247-01",
"TCGA-AN-A0XN-01",
"TCGA-C8-A130-01",
"TCGA-A7-A0DA-01",
"TCGA-C8-A12O-01",
"TCGA-A8-A08T-01",
"TCGA-D8-A1JA-01",
"TCGA-A1-A0SE-01",
"TCGA-EW-A1PC-01",
"TCGA-EW-A1IZ-01",
"TCGA-A8-A095-01",
"TCGA-AC-A3W5-01",
"TCGA-AR-A1AN-01",
"TCGA-AC-A2FK-01",
"TCGA-B6-A1KC-01",
"TCGA-C8-A12Z-01",
"TCGA-AO-A0JI-01",
"TCGA-B6-A1KN-01",
"TCGA-D8-A1JL-01",
"TCGA-LL-A6FQ-01",
"TCGA-A1-A0SP-01",
"TCGA-C8-A274-01",
"TCGA-AC-A6NO-01",
"TCGA-AR-A1AY-01",
"TCGA-E2-A15H-01",
"TCGA-A7-A4SD-01",
"TCGA-A8-A09K-01",
"TCGA-AN-A0FL-01",
"TCGA-LL-A5YL-01",
"TCGA-E2-A1BD-01",
"TCGA-E2-A15S-01",
"TCGA-AC-A7VC-01",
"TCGA-AR-A0TT-01",
"TCGA-AO-A12H-01",
"TCGA-4H-AAAK-01",
"TCGA-A8-A09V-01",
"TCGA-A8-A06R-01",
"TCGA-AN-A0FW-01",
"TCGA-BH-A0DL-01",
"TCGA-LL-A442-01",
"TCGA-A2-A0EV-01",
"TCGA-A7-A4SD-11",
"TCGA-A7-A3IY-01",
"TCGA-AO-A1KT-01",
"TCGA-B6-A0I8-01",
"TCGA-B6-A2IU-01",
"TCGA-E2-A2P5-01",
"TCGA-E2-A107-01",
"TCGA-AR-A2LQ-01",
"TCGA-E9-A5FK-01",
"TCGA-BH-A18P-01",
"TCGA-E2-A1LG-01",
"TCGA-BH-A0B4-01",
"TCGA-A7-A5ZW-01",
"TCGA-B6-A0RO-01",
"TCGA-XX-A899-01",
"TCGA-E9-A1NG-01",
"TCGA-BH-A209-01",
"TCGA-B6-A0IC-01",
"TCGA-BH-A0DL-11",
"TCGA-A2-A1FV-01",
"TCGA-D8-A1XJ-01",
"TCGA-A8-A0A6-01",
"TCGA-A2-A0YF-01",
"TCGA-OL-A66I-01",
"TCGA-A8-A07I-01",
"TCGA-E2-A1IN-01",
"TCGA-E2-A10B-01",
"TCGA-S3-AA17-01",
"TCGA-BH-A18P-11",
"TCGA-E9-A1R7-01",
"TCGA-B6-A0IN-01",
"TCGA-BH-A1EW-01",
"TCGA-BH-A1F8-01",
"TCGA-A2-A3KD-01",
"TCGA-D8-A1XU-01",
"TCGA-GM-A4E0-01",
"TCGA-XX-A899-11",
"TCGA-E9-A1NG-11",
"TCGA-A8-A085-01",
"TCGA-BH-A209-11",
"TCGA-BH-A0BJ-01",
"TCGA-A2-A0CT-01",
"TCGA-E9-A1RB-01",
"TCGA-BH-A1FC-01",
"TCGA-E9-A1R7-11",
"TCGA-B6-A401-01",
"TCGA-A2-A0T5-01",
"TCGA-AR-A24R-01",
"TCGA-BH-A1EW-11",
"TCGA-A2-A0ST-01",
"TCGA-AO-A03L-01",
"TCGA-D8-A140-01",
"TCGA-BH-A1F8-11",
"TCGA-BH-A1FN-01",
"TCGA-BH-A0BJ-11",
"TCGA-EW-A2FV-01",
"TCGA-D8-A27H-01",
"TCGA-E9-A1RB-11",
"TCGA-GM-A2DH-01",
"TCGA-AC-A2FB-01",
"TCGA-D8-A1J8-01",
"TCGA-AO-A0J5-01",
"TCGA-EW-A1OY-01",
"TCGA-A2-A4RW-01",
"TCGA-EW-A1J2-01",
"TCGA-BH-A1FC-11",
"TCGA-PL-A8LV-01",
"TCGA-D8-A13Z-01",
"TCGA-E9-A249-01",
"TCGA-E2-A14S-01",
"TCGA-A2-A04V-01",
"TCGA-E2-A154-01",
"TCGA-C8-A1HN-01",
"TCGA-E2-A570-01",
"TCGA-A2-A3XV-01",
"TCGA-C8-A12Q-01",
"TCGA-C8-A132-01",
"TCGA-A7-A0DC-01",
"TCGA-AN-A0XP-01",
"TCGA-A8-A097-01",
"TCGA-D8-A1JC-01",
"TCGA-A1-A0SG-01",
"TCGA-EW-A1PE-01",
"TCGA-E2-A1B0-01",
"TCGA-AC-A3W7-01",
"TCGA-A7-A3RF-01",
"TCGA-AR-A1AP-01",
"TCGA-BH-A1FN-11",
"TCGA-AC-A2FM-01",
"TCGA-E2-A56Z-01",
"TCGA-AC-A2FB-11",
"TCGA-AO-A124-01",
"TCGA-A8-A09B-01",
"TCGA-D8-A1JN-01",
"TCGA-GM-A3XL-01",
"TCGA-E2-A1AZ-01",
"TCGA-B6-A0WW-01",
"TCGA-A7-A0DC-11",
"TCGA-E2-A15J-01",
"TCGA-AC-A2FM-11",
"TCGA-EW-A6SA-01",
"TCGA-A7-A4SF-01",
"TCGA-A8-A09M-01",
"TCGA-AN-A0FN-01",
"TCGA-LL-A5YN-01",
"TCGA-C8-A27A-01",
"TCGA-A2-A0EM-01",
"TCGA-AN-A046-01",
"TCGA-A7-A3J1-01",
"TCGA-E9-A227-01",
"TCGA-E9-A1N3-01",
"TCGA-AR-A0TV-01",
"TCGA-WT-AB41-01",
"TCGA-AR-A2LH-01",
"TCGA-D8-A1X6-01",
"TCGA-BH-A18G-01",
"TCGA-A8-A09X-01",
"TCGA-A8-A075-01",
"TCGA-AN-A0FY-01",
"TCGA-BH-A0H3-01",
"TCGA-A8-A06T-01",
"TCGA-A2-A0EX-01",
"TCGA-AN-A04A-01",
"TCGA-AC-A3QP-01",
"TCGA-E9-A22B-01",
"TCGA-E2-A109-01",
"TCGA-D8-A1XA-01",
"TCGA-BH-A18R-01",
"TCGA-UL-AAZ6-01",
"TCGA-E2-A1LI-01",
"TCGA-E2-A1IE-01",
"TCGA-HN-A2OB-01",
"TCGA-BH-A0AU-01",
"TCGA-BH-A0B6-01",
"TCGA-B6-A0RQ-01",
"TCGA-E9-A1NI-01",
"TCGA-B6-A0IE-01",
"TCGA-BH-A1EN-01",
"TCGA-A2-A1FX-01",
"TCGA-D8-A1XL-01",
"TCGA-JL-A3YX-01",
"TCGA-A2-A0YH-01",
"TCGA-OL-A66K-01",
"TCGA-AC-A6IV-01",
"TCGA-E2-A1IP-01",
"TCGA-BH-A0EE-01",
"TCGA-BH-A0BA-01",
"TCGA-BH-A0HI-01",
"TCGA-A2-A0CK-01",
"TCGA-BH-A18R-11",
"TCGA-B6-A0IP-01",
"TCGA-E2-A1LI-11",
"TCGA-BH-A1EY-01",
"TCGA-BH-A0AU-11",
"TCGA-D8-A1XW-01",
"TCGA-D8-A3Z6-01",
"TCGA-AN-A0AS-01",
"TCGA-BH-A0BL-01",
"TCGA-A2-A0CV-01",
"TCGA-E9-A1RD-01",
"TCGA-BH-A1EN-11",
"TCGA-BH-A1FE-01",
"TCGA-BH-A0BA-11",
"TCGA-BH-A1FE-06",
"TCGA-A8-A08B-01",
"TCGA-A2-A0T7-01",
"TCGA-AR-A255-01",
"TCGA-EW-A1P1-01",
"TCGA-BH-A0BW-01",
"TCGA-AR-A24T-01",
"TCGA-AO-A03N-01",
"TCGA-A2-A0SV-01",
"TCGA-D8-A142-01",
"TCGA-BH-A8G0-01",
"TCGA-C8-A1HE-01",
"TCGA-LL-A9Q3-01",
"TCGA-BH-A1EY-11",
"TCGA-BH-A0BL-11",
"TCGA-LL-A740-01",
"TCGA-E9-A1RD-11",
"TCGA-AO-A0J7-01",
"TCGA-BH-A1FE-11",
"TCGA-A2-A4RY-01",
"TCGA-PL-A8LX-01",
"TCGA-BH-A8FZ-01",
"TCGA-E2-A156-01",
"TCGA-E2-A14U-01",
"TCGA-A2-A04X-01",
"TCGA-E2-A572-01",
"TCGA-A2-A3XX-01",
"TCGA-BH-A0BW-11",
"TCGA-LL-A73Z-01",
"TCGA-AN-A0XR-01",
"TCGA-C8-A134-01",
"TCGA-AO-A0JB-01",
"TCGA-A8-A08X-01",
"TCGA-D8-A1JE-01",
"TCGA-LD-A66U-01",
"TCGA-AC-A2FO-01",
"TCGA-A1-A0SI-01",
"TCGA-EW-A1PG-01",
"TCGA-LL-A7T0-01",
"TCGA-AR-A1AR-01",
"TCGA-E2-A15A-01",
"TCGA-A8-A099-01",
"TCGA-AC-A8OQ-01",
"TCGA-E2-A15A-06",
"TCGA-AO-A126-01",
"TCGA-BH-A0W3-01",
"TCGA-AO-A0JM-01",
"TCGA-A8-A09D-01",
"TCGA-GM-A3XN-01",
"TCGA-AN-A0FE-01",
"TCGA-D8-A1JP-01",
"TCGA-C8-A278-01",
"TCGA-B6-A0WY-01",
"TCGA-E2-A15L-01",
"TCGA-AC-A62Y-01",
"TCGA-C8-A26W-01",
"TCGA-AC-A5EI-01",
"TCGA-EW-A6SC-01",
"TCGA-AO-A12A-01",
"TCGA-LL-A7SZ-01",
"TCGA-LL-A5YP-01",
"TCGA-BH-A0DE-01",
"TCGA-A7-A26E-01",
"TCGA-A2-A0EO-01",
"TCGA-E9-A229-01",
"TCGA-E9-A1N5-01",
"TCGA-AR-A0TX-01",
"TCGA-B6-A0I1-01",
"TCGA-AR-A2LJ-01",
"TCGA-D8-A1X8-01",
"TCGA-BH-A18I-01",
"TCGA-E2-A15L-11",
"TCGA-A8-A09Z-01",
"TCGA-BH-A0H5-01",
"TCGA-BH-A0E1-01",
"TCGA-BH-A0DP-01",
"TCGA-GM-A5PV-01",
"TCGA-AN-A04C-01",
"TCGA-B6-A0RH-01",
"TCGA-E9-A22D-01",
"TCGA-BH-A202-01",
"TCGA-BH-A0DE-11",
"TCGA-A2-A1G0-01",
"TCGA-D8-A1XC-01",
"TCGA-AC-A2QI-01",
"TCGA-BH-A18T-01",
"TCGA-E9-A1N5-11",
"TCGA-A8-A07B-01",
"TCGA-E2-A1LK-01",
"TCGA-E2-A1IG-01",
"TCGA-BH-A0AW-01",
"TCGA-BH-A0B8-01",
"TCGA-AC-A6IX-06",
"TCGA-B6-A0RS-01",
"TCGA-E9-A1R0-01",
"TCGA-E2-A10F-01",
"TCGA-B6-A0IG-01",
"TCGA-BH-A0H5-11",
"TCGA-BH-A0DP-11",
"TCGA-S3-AA10-01",
"TCGA-A2-A1FZ-01",
"TCGA-BH-A0E1-11",
"TCGA-A2-A0YJ-01",
"TCGA-AC-A6IX-01",
"TCGA-BH-A0HK-01",
"TCGA-AN-A0AJ-01",
"TCGA-BH-A0BC-01",
"TCGA-S3-AA0Z-01",
"TCGA-A2-A0CM-01",
"TCGA-E9-A1QZ-01",
"TCGA-E2-A1IG-11",
"TCGA-BH-A0B8-11",
"TCGA-AQ-A54N-01",
"TCGA-D8-A1XY-01",
"TCGA-A7-A0CE-01",
"TCGA-AC-A2BK-01",
"TCGA-AR-A24K-01",
"TCGA-BH-A6R9-01",
"TCGA-Z7-A8R6-01",
"TCGA-A2-A0CX-01",
"TCGA-E9-A1RF-01",
"TCGA-A2-A25B-01",
"TCGA-BH-A0HK-11",
"TCGA-BH-A1FG-01",
"TCGA-BH-A0BC-11",
"TCGA-GM-A2DA-01",
"TCGA-E9-A54X-01",
"TCGA-A2-A0SX-01",
"TCGA-AR-A24V-01",
"TCGA-EW-A1P3-01",
"TCGA-A2-A4S1-01",
"TCGA-AO-A03P-01",
"TCGA-A7-A0CE-11",
"TCGA-C8-A1HG-01",
"TCGA-A2-A3Y0-01",
"TCGA-BH-A1FR-01",
"TCGA-GM-A2DL-01",
"TCGA-D8-A27L-01",
"TCGA-E9-A1RF-11",
"TCGA-AO-A0J9-01",
"TCGA-AC-A2FF-01",
"TCGA-A8-A090-01",
"TCGA-A8-A08O-01",
"TCGA-C8-A8HQ-01",
"TCGA-EW-A1J6-01",
"TCGA-BH-A1FG-11",
"TCGA-PL-A8LZ-01",
"TCGA-AR-A1AI-01",
"TCGA-E2-A158-01",
"TCGA-E2-A14W-01",
"TCGA-E2-A574-01",
"TCGA-A2-A3XZ-01",
"TCGA-OL-A5D7-01",
"TCGA-C8-A12U-01",
"TCGA-D8-A27W-01",
"TCGA-LD-A7W6-01",
"TCGA-AO-A0JD-01",
"TCGA-A8-A08Z-01",
"TCGA-D8-A1JG-01",
"TCGA-AN-A0XT-01",
"TCGA-A1-A0SK-01",
"TCGA-AC-A8OS-01",
"TCGA-E2-A1B4-01",
"TCGA-B6-A0X1-01",
"TCGA-AR-A1AT-01",
"TCGA-E2-A15C-01",
"TCGA-B6-A1KI-01",
"TCGA-AC-A2FF-11",
"TCGA-3C-AALJ-01",
"TCGA-BH-A1FR-11",
"TCGA-AO-A128-01",
"TCGA-BH-A0W5-01",
"TCGA-E2-A158-11",
"TCGA-5L-AAT1-01",
"TCGA-AN-A0FG-01",
"TCGA-C8-A26Y-01",
"TCGA-E9-A5UO-01",
"TCGA-AR-A0U0-01",
"TCGA-AO-A12C-01",
"TCGA-A8-A09Q-01",
"TCGA-E2-A1L7-01",
"TCGA-A7-A26G-01",
"TCGA-BH-A0DG-01",
"TCGA-A2-A0EQ-01",
"TCGA-AC-A3TM-01",
"TCGA-AN-A03Y-01",
"TCGA-AO-A1KO-01",
"TCGA-AR-A0TZ-01",
"TCGA-AR-A2LL-01",
"TCGA-BH-A18K-01",
"TCGA-A8-A06X-01",
"TCGA-E2-A1LB-01",
"TCGA-BH-A0H7-01",
"TCGA-A8-A079-01",
"TCGA-GM-A5PX-01",
"TCGA-BH-A204-01",
"TCGA-E2-A1L7-11",
"TCGA-BH-A0DG-11",
"TCGA-A7-A13E-01",
"TCGA-BH-A18V-01",
"TCGA-A8-A0A1-01",
"TCGA-BH-A0HB-01",
"TCGA-E2-A1II-01",
"TCGA-BH-A0AY-01",
"TCGA-BH-A18V-06",
"TCGA-AR-A5QN-01",
"TCGA-B6-A0RU-01",
"TCGA-BH-A18K-11",
"TCGA-E9-A1R2-01",
"TCGA-S3-AA12-01",
"TCGA-E2-A1LB-11",
"TCGA-BH-A0H7-11",
"TCGA-D8-A1Y1-01",
"TCGA-A2-A0YL-01",
"TCGA-A8-A07O-01",
"TCGA-BH-A204-11",
"TCGA-OL-A66O-01",
"TCGA-AN-A0AL-01",
"TCGA-BH-A0EI-01",
"TCGA-A2-A0D0-01",
"TCGA-A2-A0CO-01",
"TCGA-BH-A18V-11",
"TCGA-A7-A13E-11",
"TCGA-A2-A259-01",
"TCGA-E2-A1II-11",
"TCGA-BH-A0AY-11",
"TCGA-A7-A0CG-01",
"TCGA-A8-A07Z-01",
"TCGA-A2-A0T0-01",
"TCGA-AR-A24M-01",
"TCGA-BH-A0HX-01",
"TCGA-BH-A0BP-01",
"TCGA-BH-A0C1-01",
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