Scientific Software

MultiPlexReportR

In-development reporting infrastructure for multiplex biomarker panels and translational biomedical studies.

Scientific problem Multiplex biomarker studies often combine many related signals with clinical and cognitive data, creating a need for transparent QC, visualization, and reproducible interpretation.
Why It Was Needed

Collaborative teams need reports that make multiplex assay structure, quality control, statistical comparisons, and biomarker patterns easy to inspect.

What It Enables

MultiPlexReportR is in development to turn multiplex biomarker workflows into reusable scientific infrastructure for translational studies.

MultiPlexReportR is part of the SciDataReportR ecosystem. It focuses on multiplex biomarker panels where biomedical teams need a reproducible path from assay QC to statistical analysis, visualization, and scientific interpretation.

The package emphasizes human-in-the-loop scientific reasoning: software can organize and surface evidence, but scientists remain responsible for interpretation, biological plausibility, and translational judgment.

Capabilities

Multiplex assay QC

Report sections for assay structure, missingness, distributions, and sample-level checks.

Biomarker discovery

Transparent workflows for identifying candidate signals and relating them to clinical or cognitive outcomes.

Data visualization

Figures and dashboards help interdisciplinary teams inspect biomarker patterns and communicate results.

Ecosystem role

MultiPlexReportR extends SciDataReportR for multiplex biomarker studies.

Grant-ready infrastructure

The package positions biomarker analytics as reusable, transparent, and extensible scientific software.