Our findings carry important implications for TB diagnostic protocols: Routine measurement of nutritional markers (hemoglobin, albumin, and iron profiles) should be integrated when interpreting IGRA results in malnourished populations, as low iron levels with elevated NLR may reflect inflammation-induced test impairment requiring confirmatory microbiological testing (e.g., Xpert MTB/RIF). Here, ALB is linked to tuberculosis.