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Where natural diversity is limited, de novo and machine-learning-guided design can help propose scaffolds and residue networks, but these candidates should be validated under competitive, multi-ion conditions that reflect real matrices

Skeptics counter that those figures come from voluntary reporting rather than controlled trials, and that questions remain about immunogenicity, whether the body mounts an immune response to the peptide

Several factors affect how often B12 injections are needed: The severity of the initial deficiency The presence of neurological symptoms Underlying health conditions affecting B12 absorption The patients response to initial therapy Ongoing monitoring of serum B12 levels By customizing the injection frequency for each patient, we make B12 therapy more effective