Electronic Supplementary Material (ESM) SHEET NAME DESCRIPTION ESM 1 1 - Angiogenic List Curated list of known pro- and anti-angiogenic factos used to define the AngioNet input list for network inference and enrichment analyses. ESM 2 2 - Endurance Limma Human endurance training differential expression (limma): pre‑ vs post‑training comparisons with effect sizes (logFC), statistics (t, P), and multiple‑testing correction (FDR) for all analysed genes. ESM 3 3 - Resistance Limma Human resistance training differential expression (limma): pre‑ vs post‑training comparisons with effect sizes (logFC), statistics (t, P), and multiple‑testing correction (FDR) for all analysed genes. ESM 4 4 - Human KEGG Human KEGG pathway enrichment results for endurance and resistance exercise signatures (GSEA/over‑representation as specified), including directionality (NES or enrichment score), P values and FDR. ESM 5 5 - ARACNE Endurance Endurance AngioNet network inference (ARACNE): angiogenesis‑focused interaction network derived from endurance training data, including edge list / neighbourhoods, module assignments and hub‑centred gene sets. ESM 6 6 - ARACNE Resistance Resistance AngioNet network inference (ARACNE): angiogenesis‑focused interaction network derived from resistance training data, including edge list / neighbourhoods, module assignments and hub‑centred gene sets. ESM 7 7 - Rat Anatomy & Function Rat model phenotyping summary across PR, 4 Hz, 10 Hz, 40 Hz and overload (OV): microvascular remodelling indices (e.g., C:F, capillary domain area and heterogeneity), modelled tissue PO₂ / hypoxic fraction, and muscle function (fatigue index), with group and control identifiers. ESM 8 8 - Rat qPCR qPCR primers, and absolute qPCR measurements for VEGF, eNOS and MMP2 (also used to validate transcriptomic signal across rat angiogenic models). ESM 9 9 - Rat Raw Intensities Processed/normalised rat microarray intensity matrix (feature × sample) used for downstream differential expression and pathway analyses, with sample identifiers and annotations. ESM 10 10 - Rat Limma Rat differential expression results (limma) for each angiogenic model versus its contralateral/control condition (e.g., PR vs CT; stimulation vs stimulation contralateral; OV vs OV contralateral), including logFC, P and FDR. ESM 11 11 - Rat KEGG Rat KEGG pathway enrichment results per angiogenic model (from limma‑ranked genes), including enrichment directionality (NES or score), P values and FDR, FWER. ESM 12 12 - Rat Endurance GSEA results testing rat model gene‑rank lists against endurance‑derived AngioNet hub gene sets/modules (hub‑set NES, P, FDR, FWER), enabling cross‑species mapping of network programmes. ESM 13 13 - Rat Resistance GSEA results testing rat model gene‑rank lists against resistance‑derived AngioNet hub gene sets/modules (hub‑set NES, P, FDR, FWER), enabling cross‑species mapping of network programmes.