Female patients may be particularly vulnerable due to lower baseline muscle mass, smaller body size, and sex-specific hormonal differences (e.g., lower testosterone and IGF-1 levels), which amplify the physiological consequences of malnutrition [20]. The gene discussed is IGF1; the disease is malnutrition.