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    v0.1 cell line networks
    v0.2 aggregate tissue networks
    v0.3 TF enrichement tool
    v0.4 single-sample tissue networks
    v0.5 CLUEreg tool
    v0.6 colon cancer networks
    v0.7 drug networks
    v0.7.1 API v1
    v0.8 liver, cervix, and breast cancer networks
    v0.9 miRNA tissue networks
    v0.9.1 bootstrap 5
    v1.0 glioblastoma networks
    v1.0.1 drug combinations
    v1.1 Cell line networks
    v1.2 User upload network
    v1.2.1 Gene targeting table
    v1.2.2 DRAGON miRNA network
    v1.3 Network comparison
    v1.3.1 Guided tours
    v1.4.0 CCLE multi-omic map
    v1.5.0 EGRET networks
    v1.6.0 BONOBO networks
    v1.7.0 tcga-data-nf networks

    Prostate networks

    Data sets 1 Networks Aggregate 3

    To get the full list of phenotypic variables, please check the menu below.

    Tool description

    PANDA reconstructs a gene regulatory network using TF PPI, TF DNA binding motif as regulation prior, and gene expression samples. PUMA reconstructs a gene regulatory network with miRNA as regulators using gene expression samples and miRNA predicted targets by miRanda or TargetScan as regulation priors. The Regulator-regulator interaction matrix is set to the identity matrix in the algorithm. Check the phenotypic information for the clinical variables of the samples that were used to reconstruct the network.

    Publication
    Please check the reference Sonawane et al. (2017) at the following link.
    Publication
    Please check the reference Kuijjer et al. (2020) at the following link.
    Publication
    Please check the reference Kuijjer et al. (2020) at the following link.
    # Tissue Tool netZoo release Network
    PPI
    Regulation prior Expression
    Regulator
    nReg
    Genes Samples Precision
    Reference
    1 Prostate PANDA netZooM 0.1
    AdjCodeVis
    Motif TF 644 30243 119 D
    2 Prostate PUMA netZooM 0.3
    AdjCodeVis
    - miRanda miRNA 643 16161 119 D
    3 Prostate PUMA netZooM 0.3
    AdjCodeVis
    - TargetScan miRNA 643 16161 119 D

    Variable description

    PANDA-LIONESS networks are single-sample networks generated by first estimating an aggregate PANDA network then deriving patient-specific LIONESS networks. This is a description of the primary clinical variables of the gene expression samples that were used to generate the gene regulatory network.

    Sample Subject Gender
    Age DTH-HRDY
    SMAT-SSCR
    SMRIN
    SMTS
    SMUBRID
    Isch. time
    Time point
    GTEX-111CU-1526-SM-5N9FS GTEX-111CU 1 50-59 0 1 5.7 Prostate 2367 103 Actual Death
    GTEX-111FC-2026-SM-5GZYO GTEX-111FC 1 60-69 1 2 5.8 Prostate 2367 1121 Presumed Death
    GTEX-111YS-1726-SM-5GIED GTEX-111YS 1 60-69 0 1 6.3 Prostate 2367 179 Actual Death
    GTEX-117YW-1426-SM-5EGGO GTEX-117YW 1 50-59 3 1 5.9 Prostate 2367 884 Actual Death
    GTEX-117YX-1526-SM-5H12T GTEX-117YX 1 50-59 0 1 6.1 Prostate 2367 110 Actual Death
    GTEX-11DXZ-1826-SM-5H12Y GTEX-11DXZ 1 50-59 0 0 7.5 Prostate 2367 316 Actual Death
    GTEX-11DYG-2526-SM-5N9BB GTEX-11DYG 1 60-69 2 3 5.7 Prostate 2367 886 Actual Death
    GTEX-11EQ9-1726-SM-5HL6U GTEX-11EQ9 1 30-39 2 1 7.6 Prostate 2367 130 Actual Death
    GTEX-11NSD-0826-SM-5986S GTEX-11NSD 1 20-29 0 1 7.5 Prostate 2367 91 Actual Death
    GTEX-11O72-2726-SM-5HL6K GTEX-11O72 1 40-49 2 3 6.1 Prostate 2367 1012 Actual Death
    GTEX-11OF3-1726-SM-5GU5Q GTEX-11OF3 1 60-69 2 3 5.9 Prostate 2367 817 Presumed Death
    GTEX-11P7K-0626-SM-5985Z GTEX-11P7K 1 30-39 0 1 7.9 Prostate 2367 114 Actual Death
    GTEX-11P82-1126-SM-5BC5K GTEX-11P82 1 20-29 1 1 7.2 Prostate 2367 171 Actual Death
    GTEX-11TT1-2026-SM-5EQM8 GTEX-11TT1 1 20-29 0 1 8.2 Prostate 2367 107 Actual Death
    GTEX-11TUW-2126-SM-5GU7B GTEX-11TUW 1 60-69 2 2 5.8 Prostate 2367 781 Actual Death
    GTEX-11WQK-2726-SM-5EQMU GTEX-11WQK 1 50-59 2 2 5.9 Prostate 2367 814 Actual Death
    GTEX-11ZUS-2126-SM-5N9E6 GTEX-11ZUS 1 30-39 1 2 5.7 Prostate 2367 1413 Actual Death
    GTEX-12696-2226-SM-5EQ65 GTEX-12696 1 60-69 3 2 6.7 Prostate 2367 571 Actual Death
    GTEX-12BJ1-1226-SM-5LUAE GTEX-12BJ1 1 60-69 0 1 8.3 Prostate 2367 129 Actual Death
    GTEX-12C56-1326-SM-5FQSV GTEX-12C56 1 20-29 0 0 6.9 Prostate 2367 223 Actual Death
    GTEX-12ZZZ-2026-SM-5LZWJ GTEX-12ZZZ 1 60-69 2 3 6 Prostate 2367 878 Actual Death
    GTEX-13111-1326-SM-5GCNO GTEX-13111 1 50-59 0 1 7 Prostate 2367 306 Actual Death
    GTEX-131XF-1926-SM-5DUW4 GTEX-131XF 1 60-69 0 1 6 Prostate 2367 303 Actual Death
    GTEX-132NY-2826-SM-5P9G2 GTEX-132NY 1 60-69 1 2 6.6 Prostate 2367 616 Actual Death
    GTEX-132QS-1126-SM-5P9GC GTEX-132QS 1 60-69 0 1 7.6 Prostate 2367 1573 Actual Death
    GTEX-1399R-0526-SM-5IJEF GTEX-1399R 1 30-39 0 1 7.9 Prostate 2367 91 Actual Death
    GTEX-1399T-1226-SM-5P9J5 GTEX-1399T 1 60-69 2 2 6.3 Prostate 2367 783 Presumed Death
    GTEX-139T6-1526-SM-5P9G6 GTEX-139T6 1 50-59 0 1 6.7 Prostate 2367 191 Actual Death
    GTEX-13FHO-2826-SM-5K7ZA GTEX-13FHO 1 60-69 0 2 6 Prostate 2367 764 Actual Death
    GTEX-13FTW-1226-SM-5LZZ1 GTEX-13FTW 1 40-49 0 1 7.6 Prostate 2367 181 Actual Death
    GTEX-13FXS-2826-SM-5LZYC GTEX-13FXS 1 50-59 2 2 6.2 Prostate 2367 717 Actual Death
    GTEX-13G51-2326-SM-5LZXV GTEX-13G51 1 60-69 2 2 5.8 Prostate 2367 832 Actual Death
    GTEX-13N2G-1826-SM-5KM1I GTEX-13N2G 1 60-69 2 1 6.2 Prostate 2367 563 Actual Death
    GTEX-13NYS-1026-SM-5KLZT GTEX-13NYS 1 60-69 4 2 6.1 Prostate 2367 951 Actual Death
    GTEX-13O21-1126-SM-5N9EV GTEX-13O21 1 50-59 0 1 5.7 Prostate 2367 194 Actual Death
    GTEX-13O61-1726-SM-5KM46 GTEX-13O61 1 60-69 0 0 6.8 Prostate 2367 181 Actual Death
    GTEX-13OW8-0426-SM-5J2NR GTEX-13OW8 1 60-69 2 2 6 Prostate 2367 1044 Actual Death
    GTEX-13RTJ-2126-SM-5S2PZ GTEX-13RTJ 1 60-69 4 1 6.3 Prostate 2367 917 Actual Death
    GTEX-144GM-0826-SM-5O98R GTEX-144GM 1 20-29 0 1 6.9 Prostate 2367 227 Actual Death
    GTEX-145LT-0626-SM-5O99E GTEX-145LT 1 40-49 0 1 6.1 Prostate 2367 154 Actual Death
    GTEX-145LU-2126-SM-5Q5E9 GTEX-145LU 1 50-59 2 1 6 Prostate 2367 1069 Actual Death
    GTEX-145LV-1226-SM-5S2QH GTEX-145LV 1 50-59 0 1 6.3 Prostate 2367 426 Actual Death
    GTEX-146FQ-1726-SM-5QGPX GTEX-146FQ 1 30-39 0 1 6 Prostate 2367 538 Actual Death
    GTEX-1477Z-2226-SM-5QGPG GTEX-1477Z 1 60-69 4 2 6.1 Prostate 2367 729 Actual Death
    GTEX-148VJ-1826-SM-5Q5DV GTEX-148VJ 1 70-79 2 1 6.2 Prostate 2367 1097 Actual Death
    GTEX-14ABY-0726-SM-5Q5DF GTEX-14ABY 1 50-59 2 2 5.7 Prostate 2367 1299 Actual Death
    GTEX-14BMV-2326-SM-5RQJ4 GTEX-14BMV 1 50-59 2 2 5.7 Prostate 2367 660 Actual Death
    GTEX-14C5O-2826-SM-5RQI6 GTEX-14C5O 1 60-69 4 2 6.8 Prostate 2367 773 Actual Death
    GTEX-14E6E-1126-SM-5S2R4 GTEX-14E6E 1 30-39 0 1 7.6 Prostate 2367 143 Actual Death
    GTEX-NFK9-2226-SM-3MJGP GTEX-NFK9 1 40-49 0 1 7.5 Prostate 2367 382 Actual Death
    GTEX-NPJ8-2426-SM-3MJHL GTEX-NPJ8 1 40-49 4 2 6.7 Prostate 2367 356 Presumed Death
    GTEX-OIZH-2026-SM-3NB1M GTEX-OIZH 1 50-59 0 1 6 Prostate 2367 157 Actual Death
    GTEX-OOBJ-2026-SM-3NB1R GTEX-OOBJ 1 60-69 0 1 7.2 Prostate 2367 157 Actual Death
    GTEX-OOBK-2025-SM-3LK5S GTEX-OOBK 1 40-49 0 1 6.1 Prostate 2367 196 Actual Death
    GTEX-P4QS-2026-SM-3NMCG GTEX-P4QS 1 60-69 0 1 6.1 Prostate 2367 177 Actual Death
    GTEX-PLZ6-1126-SM-3P5ZR GTEX-PLZ6 1 30-39 0 1 7.3 Prostate 2367 194 Actual Death
    GTEX-Q2AI-1126-SM-48U19 GTEX-Q2AI 1 40-49 0 1 7.3 Prostate 2367 153 Actual Death
    GTEX-QEG4-2226-SM-4R1JM GTEX-QEG4 1 30-39 1 2 6.1 Prostate 2367 978 Actual Death
    GTEX-QLQ7-1326-SM-4R1JY GTEX-QLQ7 1 60-69 0 1 6.8 Prostate 2367 148 Actual Death
    GTEX-QMRM-1426-SM-4R1K8 GTEX-QMRM 1 50-59 0 1 6.7 Prostate 2367 165 Actual Death
    GTEX-QV31-1026-SM-4R1K3 GTEX-QV31 1 30-39 0 1 8.3 Prostate 2367 200 Actual Death
    GTEX-QV44-1526-SM-4R1KI GTEX-QV44 1 50-59 0 1 5.8 Prostate 2367 163 Actual Death
    GTEX-REY6-2126-SM-48FD9 GTEX-REY6 1 60-69 0 2 7.1 Prostate 2367 329 Actual Death
    GTEX-RM2N-1126-SM-48FCY GTEX-RM2N 1 50-59 0 1 6.2 Prostate 2367 174 Actual Death
    GTEX-RWSA-2026-SM-47JX8 GTEX-RWSA 1 40-49 1 1 6.1 Prostate 2367 1376 Actual Death
    GTEX-S33H-1826-SM-4AD65 GTEX-S33H 1 30-39 2 1 6.1 Prostate 2367 253 Actual Death
    GTEX-S3XE-1326-SM-4AD4H GTEX-S3XE 1 50-59 0 1 7.8 Prostate 2367 169 Actual Death
    GTEX-S4Q7-1026-SM-4AD75 GTEX-S4Q7 1 20-29 0 1 8.1 Prostate 2367 170 Actual Death
    GTEX-S95S-1026-SM-4B64M GTEX-S95S 1 60-69 0 1 6.1 Prostate 2367 269 Actual Death
    GTEX-SJXC-2026-SM-4DM6N GTEX-SJXC 1 60-69 2 3 5.8 Prostate 2367 1088 Actual Death
    GTEX-SNMC-0926-SM-4DM5U GTEX-SNMC 1 20-29 0 1 7.1 Prostate 2367 235 Actual Death
    GTEX-SNOS-1026-SM-4DM4Y GTEX-SNOS 1 40-49 0 1 8 Prostate 2367 163 Actual Death
    GTEX-SUCS-1126-SM-4DM61 GTEX-SUCS 1 70-79 0 1 7.2 Prostate 2367 185 Actual Death
    GTEX-T5JC-1226-SM-4DM7C GTEX-T5JC 1 20-29 2 1 6.6 Prostate 2367 716 Actual Death
    GTEX-T8EM-1826-SM-4DM7F GTEX-T8EM 1 40-49 0 1 5.7 Prostate 2367 399 Actual Death
    GTEX-U3ZH-0926-SM-4DXU4 GTEX-U3ZH 1 30-39 0 1 6.9 Prostate 2367 207 Actual Death
    GTEX-U3ZM-0926-SM-4DXSW GTEX-U3ZM 1 40-49 0 1 7.5 Prostate 2367 231 Actual Death
    GTEX-U412-2026-SM-4DXSI GTEX-U412 1 60-69 3 2 6.2 Prostate 2367 1397 Actual Death
    GTEX-U4B1-1426-SM-4DXTX GTEX-U4B1 1 40-49 0 1 8 Prostate 2367 203 Actual Death
    GTEX-U8XE-2526-SM-4E3IT GTEX-U8XE 1 30-39 4 1 7.2 Prostate 2367 437 Actual Death
    GTEX-UTHO-2726-SM-4JBH9 GTEX-UTHO 1 60-69 3 2 7.5 Prostate 2367 494 Actual Death
    GTEX-V1D1-1926-SM-4JBGX GTEX-V1D1 1 50-59 0 2 6.7 Prostate 2367 424 Actual Death
    GTEX-V955-1826-SM-4JBIL GTEX-V955 1 60-69 0 1 5.8 Prostate 2367 215 Actual Death
    GTEX-VJYA-1226-SM-3GIJ6 GTEX-VJYA 1 60-69 0 1 7.2 Prostate 2367 258 Actual Death
    GTEX-WFG7-1826-SM-3GIL1 GTEX-WFG7 1 20-29 0 1 8.2 Prostate 2367 203 Actual Death
    GTEX-WFG8-1826-SM-4LVM4 GTEX-WFG8 1 20-29 0 1 7.7 Prostate 2367 291 Actual Death
    GTEX-WFON-1626-SM-4LVMV GTEX-WFON 1 40-49 0 1 7.1 Prostate 2367 207 Actual Death
    GTEX-WH7G-1726-SM-4LVKY GTEX-WH7G 1 40-49 0 2 6.4 Prostate 2367 324 Actual Death
    GTEX-WK11-2626-SM-4OOSK GTEX-WK11 1 50-59 1 1 5.8 Prostate 2367 1009 Actual Death
    GTEX-WOFM-0326-SM-4OOSL GTEX-WOFM 1 20-29 0 1 7 Prostate 2367 171 Actual Death
    GTEX-WY7C-2026-SM-4ONCM GTEX-WY7C 1 50-59 0 1 6.7 Prostate 2367 216 Actual Death
    GTEX-WYJK-0626-SM-4ONCZ GTEX-WYJK 1 50-59 0 1 7.5 Prostate 2367 752 Actual Death
    GTEX-WZTO-0926-SM-4PQZ3 GTEX-WZTO 1 40-49 1 1 7.4 Prostate 2367 510 Actual Death
    GTEX-X5EB-1826-SM-4E3K8 GTEX-X5EB 1 40-49 0 1 8.3 Prostate 2367 255 Actual Death
    GTEX-XAJ8-0626-SM-47JY4 GTEX-XAJ8 1 40-49 0 1 6.4 Prostate 2367 143 Actual Death
    GTEX-XGQ4-1826-SM-4AT6F GTEX-XGQ4 1 50-59 0 1 7.2 Prostate 2367 186 Actual Death
    GTEX-XMK1-1026-SM-4B65H GTEX-XMK1 1 40-49 0 1 7.2 Prostate 2367 189 Actual Death
    GTEX-XOTO-2826-SM-4B65I GTEX-XOTO 1 50-59 2 2 6.8 Prostate 2367 715 Actual Death
    GTEX-XPVG-2026-SM-4B65E GTEX-XPVG 1 50-59 0 1 8.3 Prostate 2367 187 Actual Death
    GTEX-XQ3S-2526-SM-4BOOG GTEX-XQ3S 1 20-29 1 2 6.9 Prostate 2367 917 Actual Death
    GTEX-XXEK-1226-SM-4BRUY GTEX-XXEK 1 50-59 0 1 6.4 Prostate 2367 171 Actual Death
    GTEX-Y8E4-2126-SM-5RQHO GTEX-Y8E4 1 40-49 0 1 6.4 Prostate 2367 425 Actual Death
    GTEX-Y9LG-1826-SM-4VBQC GTEX-Y9LG 1 30-39 0 1 7.1 Prostate 2367 136 Actual Death
    GTEX-YB5E-1826-SM-5IFI4 GTEX-YB5E 1 40-49 0 1 6.7 Prostate 2367 238 Actual Death
    GTEX-YF7O-1926-SM-4W1YQ GTEX-YF7O 1 50-59 0 1 7.8 Prostate 2367 187 Actual Death
    GTEX-YFCO-1626-SM-4W1Z3 GTEX-YFCO 1 40-49 0 1 7.8 Prostate 2367 172 Actual Death
    GTEX-YJ8A-1126-SM-5IFJU GTEX-YJ8A 1 20-29 0 1 6.9 Prostate 2367 245 Actual Death
    GTEX-ZDYS-1226-SM-5IJF3 GTEX-ZDYS 1 50-59 0 1 7.5 Prostate 2367 181 Actual Death
    GTEX-ZEX8-2026-SM-4WKF3 GTEX-ZEX8 1 50-59 0 1 6.4 Prostate 2367 166 Actual Death
    GTEX-ZLFU-1726-SM-4WWBU GTEX-ZLFU 1 40-49 0 1 5.9 Prostate 2367 161 Actual Death
    GTEX-ZPU1-2026-SM-57WFI GTEX-ZPU1 1 40-49 0 1 7.8 Prostate 2367 141 Actual Death
    GTEX-ZT9W-1626-SM-4YCDQ GTEX-ZT9W 1 50-59 0 1 7.8 Prostate 2367 133 Actual Death
    GTEX-ZTTD-2726-SM-57WFA GTEX-ZTTD 1 50-59 3 3 8.7 Prostate 2367 379 Actual Death
    GTEX-ZTX8-1026-SM-5EGHD GTEX-ZTX8 1 20-29 0 1 8 Prostate 2367 159 Actual Death
    GTEX-ZUA1-2826-SM-59HLE GTEX-ZUA1 1 40-49 2 3 6.5 Prostate 2367 967 Actual Death
    GTEX-ZVP2-0826-SM-59HJ6 GTEX-ZVP2 1 50-59 0 1 6.1 Prostate 2367 140 Actual Death
    GTEX-ZY6K-1526-SM-5GZXE GTEX-ZY6K 1 50-59 0 1 6.5 Prostate 2367 208 Actual Death
    GTEX-ZYFD-2526-SM-5E45L GTEX-ZYFD 1 50-59 3 3 6 Prostate 2367 658 Actual Death
    GTEX-ZZ64-0926-SM-5E44L GTEX-ZZ64 1 20-29 0 0 6.2 Prostate 2367 192 Actual Death
    Sample Subject Gender Age DTH-HRDY SMAT-SSCR SMRIN SMTS SMUBRID SMTSISCH SMTSTPTREF
    Contact

    Department of Biostatistics
    Harvard T.H. Chan School of Public Health

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