However, the same investigation found that levels of TNF-α were significantly lower in fatal cases compared to nonfatal cases, while IL-10 levels were significantly higher among fatal cases; as a result, the authors proposed the use of a high ratio of IL-10 to TNF-α as a marker for leptospirosis severity. Here, TNF is linked to leptospirosis.