Background: Central nervous system (CNS) involvement is increasingly recognized as a major contributor to morbidity in myotonic dystrophy type 1 (DM1), yet CNS outcomes are not routinely incorporated into clinical trials due to the absence of standardized, trial-ready biomarkers. Prior studies have typically examined isolated imaging or cognitive measures, focused on limited age ranges or single sites, and lacked harmonized analytic approaches suitable for multicenter deployment. Objective: The objective of this work was to develop and evaluate a multimodal CNS Burden Index integrating structural and functional brain network measures with neurocognitive outcomes across the lifespan in DM1, and to assess its suitability as a multicenter, trial-relevant CNS endpoint. Results: We collected and analyzed harmonized multicenter data from 250 participants, including individuals with DM1 and unaffected controls, spanning pediatric and adult age ranges. A composite CNS Burden Index was derived by integrating diffusion-based white matter measures, functional network metrics, and domain-specific neurocognitive performance using a prespecified pipeline. Higher index values were consistently associated with impairments in executive function and processing speed, independent of site-related variability. Multimodal integration improved sensitivity to CNS involvement compared with single-modality measures, supporting its potential utility for individual-level stratification. We observed convergent, system-level coupling between white-matter microstructure, functional network organization, and neurocognitive performance. This structure–function–cognition coupling supports a unified CNS phenotype in DM1 rather than isolated modality-specific abnormalities. Conclusion: This study presents the first multimodal, multicenter CNS Burden Index for DM1 spanning the lifespan, enabled by recently harmonized datasets comprising 250 participants. The findings demonstrate the feasibility of a single, interpretable CNS composite measure that captures clinically meaningful brain involvement in adult and pediatric DM1. Study results represent a promising trial-ready endpoint for CNS outcome assessment, patient stratification, and enrichment in future DM1 therapeutic studies.