โก Quick Summary
This case study highlights a unique presentation of leptospirosis in a previously healthy traveler, characterized by isolated nausea and an unusual pretibial rash, without fever. The use of an artificial intelligence program aided in diagnosing this rare condition, leading to effective treatment with doxycycline.
๐ Key Details
- ๐ฉโโ๏ธ Patient Profile: A previously healthy woman returning from Costa Rica.
- ๐ Exposure: Recent swimming in a waterfall.
- ๐ฉบ Symptoms: Isolated nausea, pretibial rash, and modestly elevated liver function tests.
- ๐งฌ Diagnostic Tools: AI-assisted differential diagnosis and PCR testing for leptospirosis.
- ๐ Treatment: Presumptive doxycycline administration.
๐ Key Takeaways
- ๐ Leptospirosis can present with atypical symptoms, complicating diagnosis.
- ๐ค AI technology can enhance diagnostic confidence in rare diseases.
- ๐งช PCR testing confirmed the diagnosis, showcasing its utility in clinical settings.
- ๐ก Early treatment with doxycycline led to symptom resolution.
- ๐ Travel history is crucial in assessing potential infectious diseases.
- โ ๏ธ Clinical awareness of atypical presentations of common diseases is essential for timely diagnosis.
- ๐ Laboratory findings may not always align with typical presentations of diseases.

๐ Background
Leptospirosis is a zoonotic disease caused by the Leptospira bacteria, often presenting with a wide range of nonspecific symptoms. Its diagnosis can be challenging due to the variability in clinical manifestations and the absence of rapid, actionable laboratory tests. Understanding the diverse presentations of leptospirosis is vital for healthcare providers, especially for those treating returning travelers.
๐๏ธ Study
This case study describes a previously healthy woman who presented with isolated nausea and a pretibial rash after swimming in a waterfall in Costa Rica. The absence of fever and the unusual rash prompted clinicians to consider leptospirosis as a potential diagnosis. An artificial intelligence program was employed to assist in generating a differential diagnosis, which prominently featured leptospirosis.
๐ Results
Following the initiation of doxycycline treatment, the patient’s symptoms resolved. Subsequent laboratory tests, including a blood PCR test for the LipL32 gene and a novel antibody detection test, confirmed the diagnosis of leptospirosis. This case underscores the importance of considering leptospirosis in patients with atypical presentations, particularly those with relevant travel histories.
๐ Impact and Implications
This case illustrates the potential for artificial intelligence to assist in diagnosing rare diseases, particularly in complex clinical scenarios. The findings emphasize the need for heightened awareness among healthcare providers regarding the atypical manifestations of leptospirosis, which can lead to delayed diagnosis and treatment. Improved diagnostic strategies could enhance patient outcomes and reduce the burden of this preventable disease.
๐ฎ Conclusion
The unique presentation of leptospirosis in this case highlights the challenges of diagnosing infectious diseases in returning travelers. The integration of AI technology into clinical practice may provide valuable support in identifying rare conditions, ultimately leading to timely and effective treatment. Continued research and awareness are essential to improve diagnostic accuracy and patient care in similar cases.
๐ฌ Your comments
What are your thoughts on the role of AI in diagnosing rare diseases? Have you encountered similar cases in your practice? Let’s discuss! ๐ฌ Leave your thoughts in the comments below or connect with us on social media:
Isolated Nausea and Pretibial Rash in a Returning Traveler: Forme Fruste of Leptospirosis.
Abstract
Leptospirosis is difficult to diagnose because of protean nonspecific clinical manifestations and the lack of rapid, actionable laboratory testing. A previously healthy woman who presented with nausea is described in the present study. She had modestly elevated liver function tests, an unusual pretibial rash, and no fever. She had recently swum in a waterfall in Costa Rica. After the clinicians proposed a leptospirosis diagnosis to the patient, an artificial intelligence program was selected for use by the clinicians to enhance confidence in proposing a rare and unknown diagnosis. The program independently produced a differential diagnosis that led with leptospirosis. Presumptive doxycycline administration led to symptom resolution. Blood (but not urine) Polymerase chain reaction (PCR) test for the LipL32 gene and a novel antibody detection test confirmed leptospirosis. This case represents an unusual clinical presentation of leptospirosis, including the absence of fever, the presence of a pretibial rash, and isolated, mildly elevated bilirubin and transaminases as sole laboratory abnormalities, and highlights difficulties associated with making a rapid, actionable diagnosis.
Author: [‘Vinetz JM’, ‘Flaxman L’]
Journal: Am J Trop Med Hyg
Citation: Vinetz JM and Flaxman L. Isolated Nausea and Pretibial Rash in a Returning Traveler: Forme Fruste of Leptospirosis. Isolated Nausea and Pretibial Rash in a Returning Traveler: Forme Fruste of Leptospirosis. 2026; (unknown volume):(unknown pages). doi: 10.4269/ajtmh.26-0120