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Gene & Protein in Disease                                                 A pan-cancer analysis of HMGB1




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            B                                                E                    F



















            Figure 6. HMGB1 enrichment and pathway analysis. (A) STRING protein network diagram of experimentally determined HMGB1-binding proteins.
            Colored nodes represent the individual proteins identified. (B) GEPIA2 was used to determine the expression correlation between representative genes
            (HNRNPA2B1, HNRNPD, HNRNPR, KHDRBS1, RFC3, and SSRP1) of the top HMGB1-related genes and HMGB1 in TCGA tumors. (C) The expression-
            related data between HMGB1 and HNRNPA2B1, HNRNPD, HNRNPR, KHDRBS1, RFC3, and SSRP1 in TCGA tumors are shown by heatmap. (D) The
            common members found by the interaction analysis of the HMGB1-binding and correlated genes. (E and F) KEGG and GO analyses based on the
            HMGB1-binding and interacted genes.
            HMGB1: High mobility group box 1; TCGA: The Cancer Genome Atlas; GEPIA2: Gene Expression Profiling Interactive Analysis, version 2; KEGG: Kyoto
            Encyclopedia of Genes and Genomes; GO: Gene Ontology; HNRNPA2B1: Heterogeneous nuclear ribonucleoproteins A2/B1; HNRNPD: Heterogeneous
            nuclear ribonucleoprotein D0;  HNRNPR: Heterogeneous nuclear ribonucleoprotein R;  KHDRBS1: KH domain-containing, RNA-binding, signal
            transduction-associated protein 1; RFC3: Replication factor C subunit 3; SSRP1: Structure-specific recognition protein 1.

            plays a critical role in many diseases such as cancer and   gene expression in 33 different tumors based on TCGA
            inflammatory diseases [24-27] . Studies have shown  that   data, collecting and integrating protein and phosphor-
            HMGB1  is  a  highly  conservative  protein  in  different   protein data, as well as gene mutations, and other
            species, and its functions in the nucleus are very   molecular characteristics by making use of GEO and
            complex, including stabilizing nucleosome formation,   CPTAC databases.
            promoting the DNA bending, and increasing DNA        From our results, the expression level of  HMGB1
            transcription, repair, replication, etc [28,29] . Although   in CHOL, ESCA, HNSC, LIHC, STAD, LUSC, COAD,
            studies have reported the functions of HMGB1 in many   READ, BLCA, and GBM tumor tissues is higher than
            physiological processes, whether HMGB1 is involved   that of control tissues, but low expression was observed
            in the pathogenesis of different tumor types remains   in KICH, LUAD, and PRAD. These results are similar to
            unclear. Therefore, we conducted a pan-cancer analysis   those  found in  other  studies  on STAD,  COAD,  LIHC,
            of  HMGB1. The  methods include exploring  HMGB1   and LUAD [30-33] . The differential  expression  of  HMGB1


            Volume 2 Issue 1 (2023)                         9                         https://doi.org/10.36922/gpd.301
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