# Quantitative cardiac CT perfusion: physiologically-inspired model and identifying microvascular disease from discordant CTA CAD-RADS

**Authors:** Hao Wu, Yingnan Song, Ammar Hoori, Juhwan Lee, Sadeer Al-Kindi, Wei-Ming Huang, Chun-Ho Yun, Chung-Lieh Hung, Sanjay Rajagopalan, David L. Wilson

PMC · DOI: 10.3389/fcvm.2025.1621443 · Frontiers in Cardiovascular Medicine · 2025-11-10

## TL;DR

This study uses cardiac CT perfusion to distinguish between heart disease caused by blocked arteries and microvascular disease, especially in diabetic patients.

## Contribution

A new automated quantitative cardiac CT perfusion method to differentiate ischemia from obstructive disease versus microvascular disease.

## Key findings

- CCTP identified ischemia in 76% of patients with obstructive disease (CAD-RADS ≥3).
- Diabetic patients had a 56% rate of microvascular disease compared to 6% in non-diabetic patients.
- A significant negative correlation was found between myocardial blood flow and CAD-RADS scores.

## Abstract

Use our advanced, physiologically inspired cardiac CT perfusion (CCTP) software to distinguish ischemia due to obstructive disease vs. microvascular disease (MVD).

Previously validated advanced CCTP methods were used. We interpreted results to identify flow-limiting stenosis [i.e., obstructive-lesion & low myocardial blood flow (MBF)] vs. microvascular disease (i.e., no-obstructive-lesion & low-MBF).

We retrospectively evaluated 104 patients with suspected CAD, including 18 with diabetes, who underwent CCTA + CCTP. Whole heart and territorial MBF was assessed using our automated pipeline for CCTP analysis that included beam hardening correction; temporal scan registration; automated segmentation; fast, accurate, robust MBF estimation; and visualization. Stenosis severity was scored using the CCTA coronary-artery-disease-reporting-and-data-system (CAD-RADS), with obstructive stenosis deemed as CAD-RADS ≥ 3.

We established a threshold MBF (MBF = 200-mL/min-100 g) for normal perfusion. In patients with CAD-RADS ≥ 3 (obstructive disease), 28/37(76%) patients showed ischemia in the corresponding territory. On a per-vessel basis (n = 256), MBF showed a significant difference between territories with and without obstructive stenosis (165 ± 61 mL/min−100 g vs. 274 ± 62 mL/min−100 g, p < 0.05). A significant negative rank correlation (ρ = −0.53, p < 0.05) between territory MBF and CAD-RADS was seen. Two patients with obstructive disease had normal perfusion, suggesting collaterals and/or hemodynamically insignificant stenosis. Among diabetics, 10 of 18 (56%) demonstrated diffuse ischemia consistent with MVD. Among non-diabetics, only 6% had MVD. Sex-specific prevalence of MVD was 21%/24% (M/F).

CCTA in conjunction with a new automated quantitative CCTP approach can determine the distinction of ischemia due to obstructive lesions vs. MVD.

## Linked entities

- **Diseases:** diabetes (MONDO:0005015), coronary artery disease (MONDO:0005010)

## Full-text entities

- **Diseases:** obstructive disease (MESH:D001157), MVD (MESH:D017566), diabetes (MESH:D003920), Stenosis (MESH:D003251), coronary-artery-disease (MESH:D003324), ischemia (MESH:D007511)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

7 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12640952/full.md

## References

35 references — full list in the complete paper: https://tomesphere.com/paper/PMC12640952/full.md

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Source: https://tomesphere.com/paper/PMC12640952