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Scientific Evidence &
Publications

SYGNAL is built on a robust scientific foundation. Here you find MYCOR's own research and the key publications establishing the clinical context and unmet medical need.

MYCOR Research

Published 2025Peer-reviewed · ESC Heart Failure

Novel Three-Dimensional ECG Algorithm for Reliable Screening for Cardiac Amyloidosis

Mahabadi AA, Knobeloch J, Backmann V, Michel L, Anker MS, Wakili R, Fach C, Anker SD, Rassaf T

ESC Heart Failure · 2025 · 12(4):2993–3002

We developed and validated a non-invasive screening tool for cardiac amyloidosis based on structured evaluation of three-dimensional ECGs. An AI algorithm was trained in a derivation cohort (n=66 amyloidosis cases, n=89 controls) and validated in an independent cohort (n=33 amyloidosis, n=67 controls). In the derivation cohort the algorithm achieved 85% sensitivity, 89% specificity, 91% PPV, and 87% NPV. In the independent validation cohort: 79% sensitivity, 82% specificity, 61% PPV, and 92% NPV — enabling reliable, non-invasive detection of cardiac amyloidosis from a standard ECG.

In PreparationClinical Validation Study

SYGNAL Algorithm: Clinical Validation Study for Algorithm-Based Cardiac Amyloidosis Screening via Standard 12-Lead ECG

MYCOR Research Team · Universitätsklinikum Essen · Goethe-Universität Frankfurt

In preparation — target submission 2025/2026

Multi-center clinical validation of the SYGNAL algorithm for non-invasive cardiac amyloidosis screening in high-risk cohorts (HFpEF, TAVI). Primary endpoints: sensitivity, specificity, and diagnostic yield versus standard clinical workup.

Referenced Literature

Peer-reviewed publications establishing the scientific foundation of SYGNAL

Maurer MS, Schwartz JH, Gundapaneni B, et al.

Tafamidis Treatment for Patients with Transthyretin Amyloid Cardiomyopathy

New England Journal of Medicine · 2018 · 379:1007–1016

33% reduction in all-cause mortality, 32% reduction in hospitalizations (n=441)

Landmark ATTR-ACT trial establishing tafamidis as first ATTR therapy — underscoring the need for earlier diagnosis.

DOI: 10.1056/NEJMoa1805689

Solomon SD, Vaduganathan M, Claggett BL, et al.

Vutrisiran for Transthyretin Amyloid Cardiomyopathy (HELIOS-B)

New England Journal of Medicine · 2024 · 391:1845–1855

28% risk reduction for death and CV events over 3.5 years (n=655)

HELIOS-B trial — supported EU approval of Vutrisiran for ATTR-CM (June 2025).

DOI: 10.1056/NEJMoa2409134

Gillmore JD, Maurer MS, Falk RH, et al.

Nonbiopsy Diagnosis of Cardiac Transthyretin Amyloidosis

Circulation · 2016 · 133:2404–2412

Established the non-invasive diagnostic algorithm using ⁹⁹mTc-DPD scintigraphy + SPEP/FLC

Defining framework for non-invasive ATTR-CM diagnosis — the clinical standard SYGNAL is designed to complement.

DOI: 10.1161/CIRCULATIONAHA.116.021612

Bhuiyan T, Helmke S, Patel AR, et al.

Transthyretin Cardiac Amyloidosis in Patients With Heart Failure

JACC: Heart Failure · 2018 · 6:781–790

Up to 13% of HFpEF patients >60 have ATTRwt — vastly underdiagnosed

Key epidemiology data establishing the magnitude of the undiagnosed ATTR-CM population in routine cardiology.

DOI: 10.1016/j.jchf.2018.05.020

Nitsche C, Scully PR, Patel KP, et al.

Prevalence and Outcomes of Concomitant Aortic Stenosis and Transthyretin Amyloid Cardiomyopathy

Journal of the American College of Cardiology · 2021 · 77:128–139

ATTR-CM found in up to 16% of TAVI patients — most previously undiagnosed

Defines the TAVI population as a high-priority screening target for SYGNAL deployment.

DOI: 10.1016/j.jacc.2020.11.006

Bishop C, Coelho-Filho OR, Shah RV, et al.

Diagnostic Delay in ATTR Cardiomyopathy: Insights from a Real-World Cohort

ESC Heart Failure · 2022 · 9:2491–2500

Delay >1 year correlates with higher NT-proBNP, PR prolongation, and conduction disorders

Quantifies the clinical cost of diagnostic delay — the exact problem SYGNAL is designed to solve.

DOI: 10.1002/ehf2.13986

Witteles RM, Bokhari S, Damy T, et al.

Screening for Transthyretin Amyloid Cardiomyopathy in Everyday Practice

JACC: Heart Failure · 2019 · 7:709–716

Systematic screening algorithms can 8-fold increase ATTR-CM detection rates

Establishes proof-of-concept for systematic ATTR-CM screening — validating SYGNAL's approach.

DOI: 10.1016/j.jchf.2019.04.010