Key result
Forensic data analysis reveals LVH as a clinical red flag in ~87% of ATTR-CM cases.
Why the study?
The care of patients with ATTR-CM is often fragmented, and routine datasets rarely capture real-world clinical trajectories and reasons for diagnosis.
Observational (n=30)
No
Forensic data acquisition and pathway analysis of routine healthcare records can reveal hidden diagnostic patterns and missed opportunities in patients with ATTR-CM.
Routine record review may flag ATTR-CM via common red flags; hypothesis-generating for diagnostic pathways, requiring prospective validation.
Background: The care of patients with transthyretin amyloid cardiomyopathy (ATTR-CM) is often fragmented and routine datasets rarely capture real-world clinical trajectories and reasons for diagnosis. We introduce a novel approach, called forensic data acquisition and pathway analysis, to examine the real-world experiences of patients with ATTR-CM in our district general hospital. Methods: We retrospectively evaluated inpatient and outpatient healthcare records for our hospital between 2019 to 2025 as a part of a quality improvement project. Results: We identified 26 cases of confirmed or likely wild-type ATTR-CM and four hereditary cases from two families carrying the S77Y variant and estimate the prevalence of transthyretin cardiac amyloidosis to be 1 per 10,000 patients. Many red flags were present in patients, including carpal tunnel syndrome (63.3%) and lumbar spinal stenosis (26.7%), as well as echocardiographic features of left ventricular hypertrophy (86.7%), left atrial dilatation (76.7%), right ventricular hypertrophy (43.3%), and a dense or speckled myocardial appearance (43.3%). Among patients with wild-type disease, the most frequent trigger for further investigation was the presence of suspicious features on transthoracic echocardiography, accounting for 13 cases. Incidental abnormalities detected on cardiac MRI contributed to another six diagnoses. In two patients, non-invasive imaging did not provide sufficient diagnostic certainty, and myocardial biopsy was required to confirm ATTR-CM. Conclusions: Forensic data acquisition and pathway analysis provides a powerful approach for revealing real-world clinical activity in ATTR-CM, exposing diagnostic patterns and missed opportunities that remain hidden in routine datasets.
No takes yet. Share an insight, caveat, or question.
Kwok et al. (2026) conducted an observational in Transthyretin amyloid cardiomyopathy (ATTR-CM) (n=30). Forensic data acquisition and pathway analysis was evaluated on Prevalence, clinical red flags, and diagnostic triggers for ATTR-CM. Forensic data acquisition identified 30 patients with ATTR-CM (prevalence 1 per 10,000), highlighting frequent red flags like carpal tunnel syndrome (63.3%) and left ventricular hypertrophy (86.7%).
Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context: