{"id":83449,"date":"2025-08-20T10:24:15","date_gmt":"2025-08-20T10:24:15","guid":{"rendered":"https:\/\/www.newsbeep.com\/ca\/83449\/"},"modified":"2025-08-20T10:24:15","modified_gmt":"2025-08-20T10:24:15","slug":"systematic-decoding-of-functional-enhancer-connectomes-and-risk-variants-in-human-glioma","status":"publish","type":"post","link":"https:\/\/www.newsbeep.com\/ca\/83449\/","title":{"rendered":"Systematic decoding of functional enhancer connectomes and risk variants in human glioma"},"content":{"rendered":"<p>The study was approved by the Ethics Institutional Review Boards of the First Affiliated Hospital of Sun Yat-sen University and complied with all relevant ethical regulations regarding human participants (2024SQXB001234 and [2024]341). Human glioma tissues were collected at the Department of Neurosurgery of the First Affiliated Hospital of Sun Yat-sen University with informed consent from the donors. Approximately 0.5\u20131\u2009cm3 glioma tissues from each of five patients were used for HiChIP. Glioma cell lines LN229, U251 and U87 were used for H3K27ac HiChIP.<\/p>\n<p>Cell culture<\/p>\n<p>The glioma cells (LN229, U251 and U87) and HEK293T were cultured in Dulbecco\u2019s modified Eagle medium (DMEM, Gibco) supplemented with 10% foetal bovine serum (AusGeneX) and 1\u00d7 Pen Strep (ThermoFirsher), the medium was changed every 2\u2009days and cells were passaged using trypsin\u2013EDTA (0.25%) (Gibco).<\/p>\n<p>Cell fixation<\/p>\n<p>Primary tissues were mechanically disrupted, prepared as a single-cell suspension and cross-linked by 1% paraformaldehyde (Gibco, methanol-free). The glioma cell lines LN229, U251 and U87 were digested with trypsin before cross-linking reactions. Specifically, 1\u2009\u00d7\u2009107 cells were cross-linked for 10\u2009min with rotation. Then, 125\u2009mM glycine was added to quench the formaldehyde for 5\u2009min and incubated on ice for 20\u2009min to stop cross-linking completely. Cells were pelleted and washed with cold phosphate-buffered saline (PBS), pelleted again, snap-frozen in liquid nitrogen for 5\u2009min and stored at \u221280\u2009\u00b0C or immediately processed for the HiChIP protocol.<\/p>\n<p>HiChIP library construction<\/p>\n<p>The HiChIP protocol was performed as described with modifications<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 20\" title=\"Mumbach, M. R. et al. HiChIP: efficient and sensitive analysis of protein-directed genome architecture. Nat. Methods 13, 919&#x2013;922 (2016).\" href=\"http:\/\/www.nature.com\/articles\/s41556-025-01737-3#ref-CR20\" id=\"ref-link-section-d3883302e2104\" rel=\"nofollow noopener\" target=\"_blank\">20<\/a>,<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 53\" title=\"Zelenka, T. &amp; Spilianakis, C. HiChIP and Hi-C protocol optimized for primary murine T cells. Methods Protoc. 4, 49 (2021).\" href=\"http:\/\/www.nature.com\/articles\/s41556-025-01737-3#ref-CR53\" id=\"ref-link-section-d3883302e2107\" rel=\"nofollow noopener\" target=\"_blank\">53<\/a>. In brief, 1\u2009\u00d7\u2009107 cross-linked cells were digested using 400\u2009U MboI (NEB) in 37\u2009\u00b0C with rotation (900\u2009rpm) for 16\u2009h. MboI (NEB) was heat-inactivated at 65\u2009\u00b0C for 20\u2009min. Then, 15\u2009mM biotin14-d-ATP (Invitrogen) was added, and restriction-cut ends were ligated using 4,000\u2009U T4 DNA ligase (NEB). For sonication, we kept the sonication constant at eight cycles for different amounts of cell starting material and preclearing with 60\u2009\u03bcl Protein A beads (Gibco). The 300\u2013700-bp genomic DNA was incubated with 7.5\u2009\u03bcg H3K27ac antibody (Abcam) at 4\u2009\u00b0C overnight with rotation. The next day, the complexes were captured by 60\u2009\u03bcl Protein A magnetic beads and washed three times each with Low-Salt Wash Buffer (0.1% SDS, 1% Triton X-100, 2\u2009mM EDTA, 20\u2009mM Tris\u2013HCl pH\u20097.5 and 150\u2009mM NaCl), High-Salt Wash Buffer (0.1% SDS, 1% Triton X-100, 2\u2009mM EDTA, 20\u2009mM Tris\u2013HCl pH\u20097.5 and 500\u2009mM NaCl) and LiCl Wash Buffer (10\u2009mM Tris\u2013HCl pH\u20097.5, 250\u2009mM LiCl, 1% NP-40, 1% sodium deoxycholate and 1\u2009mM EDTA; make fresh). Washing was performed at room temperature on a magnet by adding 500\u2009\u03bcl of a wash buffer, swishing the beads back and forth twice by moving the sample relative to the magnet, and then removing the supernatant. Beads were resuspended in DNA elution buffer. After elution, ChIP samples were incubated with 10\u2009mg\u2009ml\u22121 Proteinase K (YEASEN) 4\u2009h at 55\u2009\u00b0C and 65\u2009\u00b0C for 3\u2009h. DNA was purified using AMPure XP Beads (Beckman). Streptavidin C1 beads (Invitrogen) were used to capture biotinylated DNA. QIAseq FX DNA Library Kits were used to generate the sequencing library. HiChIP libraries were size-selected to 300\u2013700\u2009bp using AMPure XP beads (Beckman) and subjected to 2\u00d7 150-bp paired-end sequencing on Novaseq. Two biological replicates were analysed for each experimental condition.<\/p>\n<p>Quantitative chromosome conformation capture (3C-qPCR)<\/p>\n<p>The 3C-qPCR protocol was performed as described with modifications<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 40\" title=\"Hag&#xE8;ge, H. et al. Quantitative analysis of chromosome conformation capture assays (3C-qPCR). Nat. Protoc. 2, 1722&#x2013;1733 (2007).\" href=\"http:\/\/www.nature.com\/articles\/s41556-025-01737-3#ref-CR40\" id=\"ref-link-section-d3883302e2124\" rel=\"nofollow noopener\" target=\"_blank\">40<\/a>. In brief, 1\u2009\u00d7\u2009107 cross-linked cells were trypsinized and fixed by 1% formaldehyde in 10\u2009ml of DMEM (Gibco) without foetal bovine serum for 10\u2009min at room temperature. The reaction was quenched with ice-cold glycine. After centrifugation, the pellets were washed three times with 1\u00d7 cold NEBuffer 3.1 and resuspended in a lysis buffer (10\u2009mM NaCl; 10\u2009mM Tris\u2013HCl, pH\u20097.5; 0.2% NP-40; 1\u00d7 protease inhibitor). Before digestion, we incubate the lysed cells in 0.1% of SDS (65\u2009\u00b0C, 10\u2009min) to eliminate proteins that are not cross-linked to DNA and open the chromatin for a better and more homogeneous digestion. The tubes were placed on ice immediately after opening the chromatin, and 43\u2009\u03bcl of 10% Triton X-100 was added to the Hi-C-tube (423\u2009\u00b5l total) to quench the SDS (1% Triton final), then mixed gently by pipetting up and down (avoiding bubbles). Then, 400\u2009U MboI (NEB, R0147M) was used for genomic DNA digestion. The sample tube was incubated at 65\u2009\u00b0C for 20\u2009min to deactivate the endonuclease enzyme. The tubes were placed on ice until cooled to room temperature and 665\u2009\u00b5l ligation mix (H2O, 242\u2009\u03bcl; 5\u00d7 ligation buffer (Invitrogen), 240\u2009\u03bcl; 10% Triton X-100, 120\u2009\u03bcl; 10\u2009mg\u2009ml\u22121 bovine serum albumin, 12\u2009\u03bcl; T4 DNA ligase (Invitrogen), 50\u2009\u03bcl) was added. The samples were then incubated at 16\u2009\u00b0C for 4\u2009h in a ThermoMixer with intermittent shaking. After ligation, the nucleic acids were reverse cross-linked and purified by ethanol precipitation. The concentration of ligated DNA samples was measured by SYBR-qPCR, and data were normalized to GAPDH. Sequences for 3C-qPCR primers are listed in Supplementary Table <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"supplementary material anchor\" href=\"http:\/\/www.nature.com\/articles\/s41556-025-01737-3#MOESM2\" rel=\"nofollow noopener\" target=\"_blank\">8<\/a>.<\/p>\n<p>ChIP-seq<\/p>\n<p>A total of 1\u2009\u00d7\u2009107 cells were cross-linked in 1% formaldehyde (methanol free) and quenched as described above at a volume of 20\u2009ml for every one million cells. Cells were cross-linked for 10\u2009min at room temperature with rotation. Samples were incubated 20\u2009min on ice and spun at 2,500g for 5\u2009min. The supernatant was discarded, and pelleted nuclei were washed once with 500\u2009\u03bcl prechilled cell lysis buffer (10\u2009mM Tris\u2013HCl pH 8.0, 10\u2009mM NaCl, 0.2% NP-40, 1\u00d7 protease inhibitors) and then rotated at 4\u2009\u00b0C for 30\u2009min. Samples were spun again at 2,500g for 5\u2009min, supernatants were discarded and pelleted nuclei were washed twice with 500\u2009\u03bcl of ice-cold ChIP lysis buffer. The volume of pelleted material was brought up to 1\u2009ml in a nuclear lysis buffer (50\u2009mM Tris\u2013HCl pH\u20097.5, 10\u2009mM EDTA, 1% SDS and 1\u00d7 protease inhibitors) and incubated for 5\u2009min at room temperature. Samples were then divided equally into three parts, sheared for ten cycles (30\u2009s \u2018ON\u2019 and 30\u2009s of \u2018OFF\u2019) and then spun down at 16,100g for 15\u2009min. Supernatants were collected into new low-adsorption 1.5-ml Eppendorf tubes. Then, 60\u2009\u03bcl of Protein A beads for every 107 cells were washed in ChIP dilution buffer and resuspended in 50\u2009\u03bcl dilution buffer per tube (100\u2009\u03bcl per ChIP). Protein A beads were added to samples, which were rotated 1\u2009h at 4\u2009\u00b0C for precleaning. Sample supernatants were then separated using a magnet and transferred into new tubes, and then 7.5\u2009\u03bcg H3K27ac antibodies per 107 cells were incubated at 4\u2009\u00b0C overnight with rotation. The next day, 60\u2009\u03bcl Protein A beads were washed, added to samples and then rotated for 2\u2009h at 4\u2009\u00b0C. The beads were washed three times each with Low-Salt Wash Buffer, High-Salt Wash Buffer and LiCl Wash Buffer. ChIP-DNA was de-cross-linked with Proteinase K and purified using AMPure XP beads. According to the instruction document, DNA libraries were generated using an FX DNA Library Prep Kit (QIAGEN).<\/p>\n<p>RT-qPCR<\/p>\n<p>Total RNA was extracted from cells using TRIzol reagent (Life Technologies). cDNA synthesis was performed using a PrimerScript RT reagent kit with gDNA eraser (TaKaRa). Real-time PCR reactions were performed using Hieff qPCR SYBR Green Master Mix (YEASEN) and a Bio-Rad CFX Connect Real-Time system. PCR cycling conditions were as follows: 95\u2009\u00b0C for 5\u2009min, 40 cycles of 95\u2009\u00b0C for 15\u2009s, 60\u2009\u00b0C for 15\u2009s and 72\u2009\u00b0C for 30\u2009s. A melting curve of amplified DNA was subsequently acquired. The relative expression of target genes was determined using the comparative CT method and normalized to GAPDH. Sequences for RT-qPCR primers are listed in Supplementary Table <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"supplementary material anchor\" href=\"http:\/\/www.nature.com\/articles\/s41556-025-01737-3#MOESM2\" rel=\"nofollow noopener\" target=\"_blank\">8<\/a>.<\/p>\n<p>ChIP\u2013qPCR<\/p>\n<p>ChIP\u2013qPCR was performed in WT U251 cells (C\/C) and SNP MUT (single-base edited mutant) cells (T\/T) to investigate whether the two proteins could bind to the DNA sequence containing SNP <a href=\"https:\/\/www.ncbi.nlm.nih.gov\/snp\/?term=rs2297440\" rel=\"nofollow noopener\" target=\"_blank\">rs2297440<\/a>. A total of 7.5\u2009\u03bcg antibody was used to assess the affinity of different mutant forms to the corresponding transcription factors, and the pull-down DNA content was measured by RT-qPCR. Sequences for ChIP\u2013qPCR primers are listed in Supplementary Table <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"supplementary material anchor\" href=\"http:\/\/www.nature.com\/articles\/s41556-025-01737-3#MOESM2\" rel=\"nofollow noopener\" target=\"_blank\">8<\/a>.<\/p>\n<p>CRISPRi and CRISPRa validation of functional enhancers and genes<\/p>\n<p>For virus production, 5\u2009\u00d7\u2009106 HEK293T cells were plated per 10-cm dish (Corning). The following day, plasmid encoding lentivirus was co-transfected with plasmid dCas9-KRAB-MeCP2 (Addgene #122205) or lentiSAMv2 with 2A Blast (Addgene #75112), pMD2.G and psPAX2 (10\u2009\u03bcg each) into the cells with Lipofectamine 3000 (Thermo Fisher) according to the manufacturer\u2019s instructions. The supernatant was changed to fresh medium 12\u2009h after transfection, and supernatant containing viral particles was collected 48\u2009h after transfection and filtered with a 0.45-\u03bcm cell sieve. For lentivirus encoding individual sgRNAs, virus was concentrated tenfold using Lenti-X concentrator (Clontech) and stored at \u221280\u2009\u00b0C.<\/p>\n<p>To generate a glioma cell line expressing dCas9-KRAB-MeCP2 or dCas9-VP64-T2A-Blast, 2\u2009\u00d7\u2009106 glioma cells were plated per T25 flask. Twenty-four hours after plating, lentivirus harbouring the dCas9-KRAB-MeCP2 or dCas9-VP64-T2A-Blast was added with polybrene (4\u2009\u00b5g\u2009ml\u22121). The medium was changed 12\u2009h after infection and then again 48\u2009h after infection with blasticidin (MedChemExpress LLC) at a concentration of 5\u2009\u00b5g\u2009ml\u22121. Blasticidin-resistant cells were selected for 7\u2009days, with the medium changed every other day.<\/p>\n<p>As for sgRNA virus production, the sgRNA annealing program using a thermocycler was set as follows: 37\u2009\u00b0C for 30\u2009min, 95\u2009\u00b0C for 5\u2009min, followed by a ramp down at 0.1\u2009\u00b0C\u2009s\u22121 from 95\u2009\u00b0C to 25\u2009\u00b0C. The annealed oligos can then be ligated into the plasmid (Adgene#52963, digested by BsmBI, NEB). The resulting sgRNA plasmid or a non-targeting control vector, along with pMD2.G and psPAX2 (10\u2009\u03bcg each), were transfected into cells using Lipofectamine 3000 (Thermo Fisher) according to the manufacturer\u2019s instructions. The next steps are same as those for dCas9-KRAB-MeCP2 virus generation.<\/p>\n<p>To generate a glioma cells line expressing sgRNA, 2\u2009\u00d7\u2009106 glioma cells harbouring dCas9-KRAB-MeCP2 were plated per T25 flask. Twenty-four hours after plating, lentivirus harbouring the sgRNA or a non-targeting vector plasmid was added with polybrene (4\u2009\u00b5g\u2009ml\u22121). The medium was changed 12\u2009h after infection and then again 48\u2009h after infection with 2\u2009\u00b5g\u2009ml\u22121 puromycin (MCE) at a concentration of 5\u2009\u00b5g\u2009ml\u22121. Puromycin-resistant cells were selected for 7\u2009days, with the medium changed every other day.<\/p>\n<p>CRISPRi screening<\/p>\n<p>CRISPRi screening was performed as described<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 54\" title=\"Joung, J. et al. Genome-scale CRISPR&#x2013;Cas9 knockout and transcriptional activation screening. Nat. Protoc. 12, 828&#x2013;863 (2017).\" href=\"http:\/\/www.nature.com\/articles\/s41556-025-01737-3#ref-CR54\" id=\"ref-link-section-d3883302e2233\" rel=\"nofollow noopener\" target=\"_blank\">54<\/a>,<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 55\" title=\"Diao, Y. et al. A tiling-deletion-based genetic screen for cis-regulatory element identification in mammalian cells. Nat. Methods 14, 629&#x2013;635 (2017).\" href=\"http:\/\/www.nature.com\/articles\/s41556-025-01737-3#ref-CR55\" id=\"ref-link-section-d3883302e2236\" rel=\"nofollow noopener\" target=\"_blank\">55<\/a>. As for enhancer sgRNA library design, the bed file containing H3K27ac peaks was called by MACS2<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 56\" title=\"Feng, J., Liu, T., Qin, B., Zhang, Y. &amp; Liu, X. S. Identifying ChIP-seq enrichment using MACS. Nat. Protoc. 7, 1728&#x2013;1740 (2012).\" href=\"http:\/\/www.nature.com\/articles\/s41556-025-01737-3#ref-CR56\" id=\"ref-link-section-d3883302e2240\" rel=\"nofollow noopener\" target=\"_blank\">56<\/a>,<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 57\" title=\"Zhang, Y. et al. Model-based analysis of ChIP-Seq (MACS). Genome Biol 9, R137 (2008).\" href=\"http:\/\/www.nature.com\/articles\/s41556-025-01737-3#ref-CR57\" id=\"ref-link-section-d3883302e2243\" rel=\"nofollow noopener\" target=\"_blank\">57<\/a> from 38 glioma samples (<a href=\"https:\/\/www.ncbi.nlm.nih.gov\/geo\/query\/acc.cgi?acc=GSE145644\" rel=\"nofollow noopener\" target=\"_blank\">GSE145644<\/a>) and 3 glioma cell lines (U251, LN229 and U87), and FlashFry<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 58\" title=\"McKenna, A. &amp; Shendure, J. FlashFry: a fast and flexible tool for large-scale CRISPR target design. BMC Biol. 16, 74 (2018).\" href=\"http:\/\/www.nature.com\/articles\/s41556-025-01737-3#ref-CR58\" id=\"ref-link-section-d3883302e2254\" rel=\"nofollow noopener\" target=\"_blank\">58<\/a> was used for designing the library that targets enhancers in glioma. In total, 34,083 non-redundant enhancers were targeted by 90,049 sgRNAs. We selected no more than three sgRNAs from each H3K27ac region, with high Hsu2013 scores, high Doench2014 on-target scores and uniform protospacer adjacent motif distance distribution. All 90,049 sgRNAs (containing 539 control sgRNA) were ligated into lentiGuide-Puro to produce the sgRNA library lentivirus.<\/p>\n<p>To establish glioma cell lines stably expressing dCas9-KRAB-MeCP2, U251 cells were infected by lentivirus and cultured with 4\u2009\u03bcg\u2009ml\u22121 blasticidin over 1\u2009week. A total of 4\u2009\u00d7\u2009107 cells were infected by sgRNA library lentivirus with a multiplicity of infection (MOI) of 0.3. In our study, we performed four independent biological replicates in the U251 cell line for the CRISPRi screen. After 24\u2009h of infection, cells were cultured with 2\u2009\u03bcg\u2009ml\u22121 puromycin to select cells stably expressing sgRNAs. After 7\u2009days, 1\u2009\u00d7\u2009108 cells were taken as the day 0 group. The other cells were cultured for another 3\u2009weeks; then 1\u2009\u00d7\u2009108 cells were collected as the day 21 group. Genome DNAs of day 0 and day 21 were extracted by the NucleoBond HMW DNA Kit. sgRNA libraries were amplified from all genome DNAs by TransStart FastPfu DNA Polymerase, using forward primers: TTGAAAGTATTT+ [8\u2009bp barcode] + GCTTTATATATCTTGTGGAAAGGACGAAACACC, reverse primers: CCACTTTTTCAA+ [8\u2009bp barcode] + CGGACTAGCCTTATTTTAACTTGC, 2.5\u2009\u03bcg genome DNA per 50\u2009\u03bcl PCR system. The run program was as follows: 98\u2009\u00b0C 3\u2009min; 30 cycles, 98\u2009\u00b0C 15\u2009s, 55\u2009\u00b0C 15\u2009s, 72\u2009\u00b0C 15\u2009s; 72\u2009\u00b0C 1\u2009min. Bands were cut and collected at 140\u2009bp, and DNA was purified from agarose gel with NucleoSpin Gel and PCR Clean\u2011up kit. The products were used for sequencing, and sgRNAs were quantified from paired-end reads. To normalized counts unbiasedly, we computed the average of transcription terminate sgRNAs containing poly (~5\u20137T) as baseline, sgRNA counts were divided by the baseline and the primary screening results were analysed by calculating the fold change of sgRNA compared with the internal control at days 0 and 21.<\/p>\n<p>The impact on specific enhancer regions was evaluated through individual analysis of each sgRNA. The t-test was performed across biological replicates to determine the statistical significance of changes in sgRNA abundance. Pro-tumour enhancers were defined as enhancers targeted by sgRNAs demonstrating significant depletion. Genes that overlap with pro-tumour enhancers were defined as genes near pro-tumour enhancers.<\/p>\n<p>Luciferase reporter assays<\/p>\n<p>Functional analysis of the risk SNP-containing H3K27ac region was performed through a luciferase reporter assay. Specifically, the genomic fragment encompassing the risk SNP locus within the H3K27ac-marked region was PCR-amplified from U251 cell genomic DNA and cloned into the pGL3-Promoter vector (Promega), positioned immediately upstream of the SV40 promoter. This candidate regulatory region was identified on the basis of U251-specific H3K27ac ChIP-seq signals. Site-directed mutagenesis was subsequently conducted using the Fast Mutagenesis System (TRANS) to generate both risk (mutant) and non-risk (WT) alleles at each SNP locus. The constructed reporter plasmids were co-transfected with the pRL-TK Renilla luciferase control vector (Promega) into U251 cells via Lipofectamine 3000 reagent (Invitrogen). After 48-h incubation, cells were collected for dual-luciferase measurement using the Dual-Luciferase Reporter Assay System (Promega). Firefly luciferase signals were normalized to Renilla luciferase internal controls for data standardization.<\/p>\n<p>Western blot<\/p>\n<p>Proteins were collected from U251 WT cells and SOX18-KO cells using RIPA buffer (Beyotime) supplemented with a protease inhibitor cocktail. Sample loading was based on the results of the bicinchoninic acid assay. Proteins were separated by sodium dodecyl sulfate\u2013polyacrylamide gel electrophoresis. Then, they were transferred to polyvinylidene difluoride membranes (Millipore), which were blocked and incubated with SOX18 antibody (Abcam, EPR2837(2), 1:1,000 dilution) or control GAPDH antibodies (Abcam, EPR16891, 1:500 dilution) overnight at 4\u2009\u00b0C, followed by secondary antibodies (Abcam, ab288151, 1:2,000 dilution) for 1\u2009h at room temperature. Bands were detected by Image Quant LAS 4000 with an Enhanced Chemiluminescence Kit (Thermo Pierce).<\/p>\n<p>Generation of rs2297440-associated enhancer and SOX18 KOs<\/p>\n<p>For enhancer and SOX18 KO, sgRNAs were designed using an online tool (CRISPick, <a href=\"http:\/\/broadinstitute.org\/\" rel=\"nofollow noopener\" target=\"_blank\">http:\/\/broadinstitute.org\/<\/a>) (Supplementary Table <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"supplementary material anchor\" href=\"http:\/\/www.nature.com\/articles\/s41556-025-01737-3#MOESM2\" rel=\"nofollow noopener\" target=\"_blank\">8<\/a>). Oligos were synthesized and constructed with the CRISPR\u2013Cas9 KO system following the manufacturer\u2019s instructions. U251 cells were transfected with plasmids containing sgRNAs and plated as single cells in six-well plates. Then, 2\u2009\u03bcg\u2009ml\u22121 puromycin was added 48\u2009h after transfection to select stable lines. Medium-containing puromycin was changed every 2\u2009days. Enhancer and SOX18 KO cells were verified by agarose gel electrophoresis and DNA sequencing, and KO efficiency was confirmed by RT-qPCR and western blotting.<\/p>\n<p>Generation of rs2297440-mutated cell lines<\/p>\n<p>First, the <a href=\"https:\/\/www.ncbi.nlm.nih.gov\/snp\/?term=rs2297440\" rel=\"nofollow noopener\" target=\"_blank\">rs2297440<\/a> allele in the WT U251 cell line was identified by PCR and DNA sequencing. It was then determined that <a href=\"https:\/\/www.ncbi.nlm.nih.gov\/snp\/?term=rs2297440\" rel=\"nofollow noopener\" target=\"_blank\">rs2297440<\/a> is a risk form (C\/C) in WT U251 and LN229 cells. sgRNAs (Supplementary Table <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"supplementary material anchor\" href=\"http:\/\/www.nature.com\/articles\/s41556-025-01737-3#MOESM2\" rel=\"nofollow noopener\" target=\"_blank\">8<\/a>) for site-specific cleavage of genomic targets were cloned into the pSpCas9n(BB)-2A-Puro (PX462) V2.0 vector (Addgene, #62987). To generate independent single-cell-derived knock-in clones containing non-coding variants, 2.5\u2009\u03bcg sgRNA vector, 3\u2009\u03bcg double-stranded DNA (dsDNA) donor and the cell suspension were combined and transfected using the Lipofectamine 3000 system according to the manufacturer\u2019s instructions. Then, 2\u2009\u03bcg\u2009ml\u22121 puromycin was added for 7\u2009days after transfection to enrich transfected cells, and the resulting clones were used for cell type identification. Genomic DNA was extracted and amplified by specific genotyping primers, and PCR products were sequenced.<\/p>\n<p>Xenograft models and bioluminescence tumour tracking<\/p>\n<p>Athymic nude mice (BALB\/c nude background, male, 4\u2009weeks old; Beijing Vital River Laboratory Animal Technology) were randomly divided into five animals per group. The mice were housed under a 12-h light\/12-h dark cycle at a temperature of 18\u201324\u2009\u00b0C (65\u201375\u2009\u00b0F) with 40\u201360% humidity. Luciferase-expressing human glioma cell LN229 (3\u2009\u00d7\u2009105 cells suspended in 6\u2009\u03bcl PBS) were implanted into the frontal lobes of nude mice using a stereotactic apparatus (68801, REWARD). Tumour growth was examined at 9, 18 and 27\u2009days after implantation using bioluminescence imaging (IVIS spectrum in vivo imaging system, PerkinElmer). Animals were euthanized by cervical dislocation when they displayed any symptoms of continuous discomfort, such as severe hunchback posture, decreased activity, apathy, dragging legs or more than 20% weight loss. The Ethics Committee of Sun Yat-sen University Cancer Center and Animal Research Committee of Sun Yat-sen University Cancer Center approved this study.<\/p>\n<p>Overexpression of SOX18 in KO, point-mutated glioma cells<\/p>\n<p>The SOX18 gene sequence was obtained from the UCSC Genome Browser (<a href=\"http:\/\/genome.ucsc.edu\/index.html\" rel=\"nofollow noopener\" target=\"_blank\">http:\/\/genome.ucsc.edu\/index.html<\/a>), and primers were designed using the NCBI Primer-BLAST tool (<a href=\"https:\/\/www.ncbi.nlm.nih.gov\/tools\/primer-blast\/index.cgi\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/www.ncbi.nlm.nih.gov\/tools\/primer-blast\/index.cgi<\/a>).The primers included appropriate restriction enzyme sites and protective bases, and were synthesized by Sangon Biotech. Sequences for primer are listed in Supplementary Table <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"supplementary material anchor\" href=\"http:\/\/www.nature.com\/articles\/s41556-025-01737-3#MOESM2\" rel=\"nofollow noopener\" target=\"_blank\">8<\/a>. The corresponding DNA fragments were synthesized, and the corresponding sequences were amplified with high-fidelity enzymes, then cloned into the pcDNA3.1 plasmid. U251 cells were transfected with plasmids containing sgRNAs and plated as single cells in six-well plates. Then, 2\u2009\u03bcg\u2009ml\u22121 puromycin was added 48\u2009h after transfection to select stable lines. The medium-containing puromycin was changed every 2\u20133\u2009days. After collecting RNA from the cells, reverse transcription and RT-qPCR were performed to detect the expression of SOX18.<\/p>\n<p>CRISPRa of MEIS1 in glioma<\/p>\n<p>As for overexpression of MEIS1 in glioma cells in situ, three gRNAs for endogenous gene repression were selected to bind within \u221250 to +200\u2009bp around the gene transcription start site (TSS), unless a different position was specified. Sequences for gRNAs are listed in Supplementary Table <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"supplementary material anchor\" href=\"http:\/\/www.nature.com\/articles\/s41556-025-01737-3#MOESM2\" rel=\"nofollow noopener\" target=\"_blank\">8<\/a>. The U251 cells stably expressing dCas9\u2013VP64 were transfected with lentivirus expressing each gRNA; 48\u2009h later, the medium was replaced with fresh medium with 2\u2009\u03bcg\u2009ml\u22121 puromycin for 7\u2009days. The medium-containing puromycin was changed every 2\u20133\u2009days. After collecting RNA from the cells, reverse transcription and RT-qPCR were performed to detect the expression of MEIS1 and SOX18.<\/p>\n<p>MTT and colony formation assays<\/p>\n<p>For the 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyl tetrazolium bromide (MTT) assay, 2\u2009\u00d7\u2009103 cells were seeded in 96-well plates for 12\u2009h (as day 0), 24\u2009h (1\u2009day), 48\u2009h (2\u2009days), 72\u2009h (3\u2009days) or 96\u2009h (4\u2009days). After cell culture, 20\u2009\u03bcl of 5\u2009mg\u2009ml\u22121 MTT (Sigma-Aldrich) was added to each well and incubated for 4\u2009h at 37\u2009\u00b0C. The plate was then gently shaken 30\u2009s on a plate shaker at room temperature, and the optical density (OD) was measured at 490\u2009nm. For colony formation assays, 500 cells were seeded into six-well plates for 10\u2009days, stained with crystal violet and washed three times with PBS. The number of cell clones was determined using ImageJ<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 59\" title=\"Schindelin, J. et al. Fiji: an open-source platform for biological-image analysis. Nat. Methods 9, 676&#x2013;682 (2012).\" href=\"http:\/\/www.nature.com\/articles\/s41556-025-01737-3#ref-CR59\" id=\"ref-link-section-d3883302e2441\" rel=\"nofollow noopener\" target=\"_blank\">59<\/a>.<\/p>\n<p>GSC sphere formation assays<\/p>\n<p>A total of 0.5\u2009\u00d7\u2009104 U251 or LN229 cells were cultured in serum-free neural stem cell medium consisting of DMEM\u2013F12 (Gibco) supplemented with 20\u2009ng\u2009ml\u22121 recombinant human epidermal growth factor (MCE), 20\u2009ng\u2009ml\u22121 recombinant human basic fibroblast growth factor (MCE), 1\u00d7 B27 supplement (Gibco), 1\u00d7 GlutaMAX (Gibco) and 1% penicillin\u2013streptomycin (Gibco). Cells were maintained in ultra-low-attachment six-well flasks (Corning) at 37\u2009\u00b0C in a humidified 5% CO2 incubator. After 7\u2009days, the spheres with a diameter greater than 80\u2009\u03bcm were collected and digested using StemPro Accutase (Thermo Fisher) for 5\u2009min at 37\u2009\u00b0C, followed by filtration through a 40-\u03bcm cell strainer to remove cell aggregates. Viable cells were counted using trypan blue exclusion and seeded at a density of 0.5\u2009\u00d7\u2009104 cells per well in six-well ultra-low attachment plates (Corning) with 200\u2009\u03bcl of complete DMEM\u2013F12 (Gibco) medium per well. Cells were cultured for 7\u2009days, with half-medium changes every 2\u2009days to replenish growth factors. GSC spheres with a diameter greater than 80\u2009\u03bcm in each well were counted.<\/p>\n<p>HiChIP data processing<\/p>\n<p>HiChIP paired-end reads were aligned to the human genome (hg38) using the HiC-Pro pipeline<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 60\" title=\"Servant, N. et al. HiC-Pro: an optimized and flexible pipeline for Hi-C data processing. Genome Biol. 16, 259 (2015).\" href=\"http:\/\/www.nature.com\/articles\/s41556-025-01737-3#ref-CR60\" id=\"ref-link-section-d3883302e2471\" rel=\"nofollow noopener\" target=\"_blank\">60<\/a>. The default settings were used to assign reads to MboI restriction fragments, filter out invalid interactions and generate binned interaction matrices. Valid read pairs of individual samples were merged for each cell line. The resulting interaction matrices were normalized using the Knight\u2013Ruiz matrix balancing method. The normalized interaction maps were visualized using Juicebox (v2.20.00)<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 61\" title=\"Rowley, M. J. &amp; Corces, V. G. Minute-made data analysis: tools for rapid interrogation of Hi-C contacts. Mol. Cell 64, 9&#x2013;11 (2016).\" href=\"http:\/\/www.nature.com\/articles\/s41556-025-01737-3#ref-CR61\" id=\"ref-link-section-d3883302e2475\" rel=\"nofollow noopener\" target=\"_blank\">61<\/a>. Interaction loop calling was performed using hichipper<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 62\" title=\"Lareau, C. A. &amp; Aryee, M. J. hichipper: a preprocessing pipeline for calling DNA loops from HiChIP data. Nat. Methods 15, 155&#x2013;156 (2018).\" href=\"http:\/\/www.nature.com\/articles\/s41556-025-01737-3#ref-CR62\" id=\"ref-link-section-d3883302e2479\" rel=\"nofollow noopener\" target=\"_blank\">62<\/a>. We set a false discovery rate threshold of 0.1 and required that each loop be supported by at least two paired-end tags to ensure the reliability of the results. Diffloop (v1.3.4) was used to systematically assess changes in enhancer loops between glioma and normal brain samples<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 63\" title=\"Lareau, C. A. &amp; Aryee, M. J. diffloop: a computational framework for identifying and analyzing differential DNA loops from sequencing data. Bioinformatics 34, 672&#x2013;674 (2018).\" href=\"http:\/\/www.nature.com\/articles\/s41556-025-01737-3#ref-CR63\" id=\"ref-link-section-d3883302e2483\" rel=\"nofollow noopener\" target=\"_blank\">63<\/a>. Glioma-specific loops were defined as those exhibiting significant signal changes in glioma compared with normal brain, with a P value &lt;0.1 and a log2(fold change) &gt;1. The genomic coordinates for pro-tumour enhancers and glioma-specific loop anchors were intersected with bedtools<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 64\" title=\"Quinlan, A. R. &amp; Hall, I. M. BEDTools: a flexible suite of utilities for comparing genomic features. Bioinformatics 26, 841&#x2013;842 (2010).\" href=\"http:\/\/www.nature.com\/articles\/s41556-025-01737-3#ref-CR64\" id=\"ref-link-section-d3883302e2493\" rel=\"nofollow noopener\" target=\"_blank\">64<\/a>. For glioma-specific loops in which one anchor overlapped a pro-tumour enhancer, the gene located within 2\u2009kb the either anchor was assigned as a putative target.<\/p>\n<p>RNA-seq<\/p>\n<p>Total RNA was extracted from cells using TRIzol reagent (Life Technologies), and DNA was removed with DNase I (Thermo Scientific). Total RNA (5\u2009\u03bcg) was used for RNA-seq library preparation. Hisat2 (v2.2.1)<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 65\" title=\"Kim, D., Paggi, J. M., Park, C., Bennett, C. &amp; Salzberg, S. L. Graph-based genome alignment and genotyping with HISAT2 and HISAT-genotype. Nat. Biotechnol. 37, 907&#x2013;915 (2019).\" href=\"http:\/\/www.nature.com\/articles\/s41556-025-01737-3#ref-CR65\" id=\"ref-link-section-d3883302e2505\" rel=\"nofollow noopener\" target=\"_blank\">65<\/a> was used to map reads to the hg38 genome. Samtools (v1.18) was used to process the alignment bam files. The number of reads mapped to genes was determined with htseq-count<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 66\" title=\"Anders, S., Pyl, P. T. &amp; Huber, W. HTSeq&#x2014;a Python framework to work with high-throughput sequencing data. Bioinformatics 31, 166&#x2013;169 (2015).\" href=\"http:\/\/www.nature.com\/articles\/s41556-025-01737-3#ref-CR66\" id=\"ref-link-section-d3883302e2509\" rel=\"nofollow noopener\" target=\"_blank\">66<\/a>. Genes with a mean count number &lt;2.5 were filtered out. DESeq2 was used to analyse differentially expressed genes. Genes with expression log2(fold change) of \u22651 or \u2264\u22121 and a P\u2009&lt;\u20090.05 were considered to show significantly changed expression. DAVID (<a href=\"https:\/\/david.ncifcrf.gov\/tools.jsp\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/david.ncifcrf.gov\/tools.jsp<\/a>) was used for GO analysis.<\/p>\n<p>Motif analysis<\/p>\n<p>The JASPAR database<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 67\" title=\"Castro-Mondragon, J. A. et al. JASPAR 2022: the 9th release of the open-access database of transcription factor binding profiles. Nucleic Acids Res. 50, D165&#x2013;D173 (2022).\" href=\"http:\/\/www.nature.com\/articles\/s41556-025-01737-3#ref-CR67\" id=\"ref-link-section-d3883302e2533\" rel=\"nofollow noopener\" target=\"_blank\">67<\/a> was used to predict transcription factor binding to risk and non-risk alleles. DNA sequences 30\u2009bp upstream and downstream of the <a href=\"https:\/\/www.ncbi.nlm.nih.gov\/snp\/?term=rs2297440\" rel=\"nofollow noopener\" target=\"_blank\">rs2297440<\/a> variant were extracted, and the \u2018SCAN\u2019 option in JASPAR was used to predict transcription factor binding. Binding scores were compared between the T and C allele forms.<\/p>\n<p>Statistics and reproducibility<\/p>\n<p>Statistical analyses of the data were conducted as described in the respective figure legends. All results from representative experiments were collected at least three times independently. No statistical methods were used to predetermine sample sizes. No data were excluded from the analysis. Data distribution was assumed to be normal, but this was not formally tested. Data collection and analysis were not performed blind to the conditions of the experiments.<\/p>\n<p>Reporting summary<\/p>\n<p>Further information on research design is available in the <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"supplementary material anchor\" href=\"http:\/\/www.nature.com\/articles\/s41556-025-01737-3#MOESM1\" rel=\"nofollow noopener\" target=\"_blank\">Nature Portfolio Reporting Summary<\/a> linked to this article.<\/p>\n","protected":false},"excerpt":{"rendered":"The study was approved by the Ethics Institutional Review Boards of the First Affiliated Hospital of Sun Yat-sen&hellip;\n","protected":false},"author":2,"featured_media":83450,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[25],"tags":[49,48,49942,3877,20814,49943,31738,40900,3673,316,10129,66,7822],"class_list":{"0":"post-83449","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-genetics","8":"tag-ca","9":"tag-canada","10":"tag-cancer-epigenetics","11":"tag-cancer-research","12":"tag-cell-biology","13":"tag-cns-cancer","14":"tag-developmental-biology","15":"tag-epigenomics","16":"tag-general","17":"tag-genetics","18":"tag-life-sciences","19":"tag-science","20":"tag-stem-cells"},"_links":{"self":[{"href":"https:\/\/www.newsbeep.com\/ca\/wp-json\/wp\/v2\/posts\/83449","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.newsbeep.com\/ca\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.newsbeep.com\/ca\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/ca\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/ca\/wp-json\/wp\/v2\/comments?post=83449"}],"version-history":[{"count":0,"href":"https:\/\/www.newsbeep.com\/ca\/wp-json\/wp\/v2\/posts\/83449\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/ca\/wp-json\/wp\/v2\/media\/83450"}],"wp:attachment":[{"href":"https:\/\/www.newsbeep.com\/ca\/wp-json\/wp\/v2\/media?parent=83449"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.newsbeep.com\/ca\/wp-json\/wp\/v2\/categories?post=83449"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.newsbeep.com\/ca\/wp-json\/wp\/v2\/tags?post=83449"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}