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GMPI software packages show varied reference values for left ventricular function in low-risk CAD patientsYour Heart's "Normal" Range May Depend on Your Sex and Age

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Key Takeaway
Consider GMPI software variability when interpreting left ventricular reference values in low-risk CAD.

This retrospective cohort study included 142 consecutive patients with low-risk coronary artery disease, derived from a center where some subjects regularly participated in physical activity. Gated myocardial perfusion imaging (GMPI) was evaluated using three quantitative software packages (Corridor 4-dimensional model, QGS, Emory Cardiac Toolbox), with grouping based on physical activity levels (regular vs. sedentary). The primary outcome was clinical reference values for left ventricular function and synchronicity parameters.

Main results showed significant differences between the three software packages for left ventricular function parameters (ejection fraction, end-diastolic volume, end-diastolic volume index) and synchronicity parameters, but no significant differences for end-systolic volume and end-systolic volume index. Gender, age, and BMI were important variables for EDV and ESV, while age and gender were significant for EDVI, ESVI, and EF. For men, lower reference ranges for EF were 58% (Corridor), 54% (QGS), and 58% (ECTb), with upper ranges for EDV at 135 mL, 116 mL, and 131 mL, and for ESV at 51 mL, 49 mL, and 52 mL, respectively. For women, lower EF ranges were 71%, 61%, and 65%, with upper EDV ranges at 99 mL, 86 mL, and 96 mL, and upper ESV ranges at 28 mL, 28 mL, and 30 mL. Men had larger left ventricular volume values, lower mean EF values, and a lower prevalence of having a small heart compared to women, with no differences in synchronicity parameters. After propensity score matching (37 men and 37 women), results were consistent.

Safety and tolerability were not reported. Limitations include the observational cohort design, which precludes causal inferences, and lack of reported funding or conflicts. Practice relevance is that this study determined clinical reference values for left ventricular function and synchronicity parameters evaluated by GMPI using quantitative software, but clinicians should consider these values as preliminary due to the single-center, retrospective nature and variability between software packages.

Why Heart Imaging Needs Better Benchmarks

When doctors want to see how well your heart is pumping, one of the most useful tests is called gated myocardial perfusion imaging (GMPI). Think of it as a specialized nuclear scan that shows both how blood flows through your heart and how well your heart muscle squeezes and relaxes with each beat.

This test can catch early signs of heart disease — but only if doctors know what "healthy" looks like in the first place. Without clear reference values, it's hard to tell whether a patient's numbers are truly normal or subtly off.

The Problem with One-Size-Fits-All Numbers

For years, heart imaging guidelines used reference ranges that didn't always account for individual differences like sex, age, or body size. A man and a woman of different ages might get the same test and be compared against the same "normal" — even though their hearts may pump quite differently by nature.

But here's the twist: a new study found that sex, age, and body mass are all significant factors in determining what healthy heart function actually looks like on this scan.

How the Heart Gets Measured

GMPI tracks two main things. First, it measures how much blood the heart pumps out with each beat — called the ejection fraction (EF). Think of the heart as a water balloon: the EF tells you what percentage of the water gets squeezed out each time you squeeze it. A higher percentage means a stronger pump.

Second, it measures the volume of the heart's main pumping chamber (the left ventricle) when it's full and when it's empty. It also checks synchronicity — whether the heart muscle walls are contracting in a coordinated rhythm, like a team rowing together rather than out of sync.

How This Study Was Designed

Researchers in China reviewed 142 adults who had undergone stress GMPI and were considered low-risk for coronary artery disease (blocked heart arteries). The group was split roughly by sex and also by activity level — some were regular exercisers, others were largely sedentary. Three different software programs were used to analyze the same scans, producing side-by-side comparisons of the results.

The findings were striking. Men had larger heart chambers and lower average ejection fractions than women. For men, a healthy EF started at 54–58% depending on the software used. For women, that lower threshold ranged from 61% to 71%.

In plain terms: a woman with an EF of 62% might look normal by male-calibrated standards but could actually be near the lower edge of what's healthy for her. Using the wrong reference range could lead to a missed diagnosis — or an unnecessary one.

This doesn't mean current heart scans are inaccurate — but it does suggest the interpretation of results may need to be more personalized.

The Synchronicity Surprise

One finding that challenged expectations: despite the differences in pump strength and chamber size between men and women, the synchronicity measurements were similar across both sexes. That means the coordination of the heartbeat appears to be a more universal measure, less affected by sex or body size.

This is where things get interesting — because it suggests that different aspects of heart function may need to be evaluated using different standards.

If you've had a cardiac nuclear scan or are scheduled for one, this research is a reminder to ask your doctor whether your results are being interpreted against sex- and age-specific reference ranges. Many cardiology centers already attempt this, but standards vary. Bringing it up is a reasonable question, not an overreach.

A Few Honest Caveats

This study involved 142 patients at a single center in China. The sample is relatively small, and the reference values here may not perfectly translate to other populations with different body compositions, ethnicities, or healthcare settings. Three different software packages also produced notably different numbers — a reminder that the tool used to analyze a scan matters as much as the scan itself.

The authors hope their reference values will be adopted as a starting point for more personalized cardiac imaging interpretation. Future work will need to replicate these findings in larger, more diverse populations and eventually lead to updated clinical guidelines. The goal is not just more accurate diagnosis, but ensuring that a woman's "normal" is never measured against a man's default.

Study Details

Study typeCohort
EvidenceLevel 3
PublishedMar 2026
View Original Abstract ↓
BackgroundLeft ventricular function and synchronicity parameters are significant for the diagnosis, risk stratification, and prognosis evaluation of cardiovascular diseases. The purpose of this study was to determine the clinical reference values for left ventricular function and synchronicity parameters evaluated by gated myocardial perfusion imaging (GMPI) using three quantitative software packages.MethodsA cohort of 142 consecutive patients with low-risk coronary artery disease who underwent stress gated myocardial perfusion imaging was retrospectively collected. In our center, a portion of subjects were derived from the cadre department, who regularly participate in physical activity. The population was further grouped based on different physical activity levels, i.e., individuals who participated in regular physical activity vs. those who were sedentary. Data on left ventricular function and synchronicity parameters were collected by three quantitative software packages: Corridor 4-dimensional model (4D-M), quantitative gated single-photon emission computed tomography (QGS), and Emory Cardiac Toolbox (ECTb). The left ventricular function parameters included ejection fraction (EF), end-diastolic volume (EDV), and end-systolic volume (ESV). EDV and ESV were corrected for body surface area (BSA) as end-diastolic volume index (EDVI) and end-systolic volume index (ESVI). The clinical reference ranges for left ventricular function and synchronicity parameters in patients with low-risk coronary artery disease were based on 95% CIs.ResultsThere were significant differences in the left ventricular function (EF, EDV, and EDVI) and left ventricular synchronicity parameters obtained by the three quantitative software packages. There were no significant differences in ESV and ESVI. The multiple linear regression analysis showed that gender, age, and BMI were important variables for EDV and ESV. Age and gender were found to be the significant variables for EDVI, ESVI, and EF. For the men, the lower reference range for EF calculated by the three algorithms was 58%, 54%, and 58%, respectively; the upper range for EDV was 135, 116, and 131 mL, respectively; and the upper range of ESV was 51, 49, and 52 mL, respectively. For the women, the lower reference range for EF was 71%, 61%, and 65%, respectively; the upper range of EDV was 99, 86, and 96 mL, respectively; and the upper range for ESV was 28, 28, and 30 mL, respectively. The upper range for BW was 29.7∘, 53.1∘, and 50.9∘, respectively. The upper range for SD was 7.9∘, 17.8∘, and 19.0∘, respectively. The upper range for E obtained by QGS was 47∘. Compared to the women, the men had larger left ventricular volume values, lower mean EF values, and a lower prevalence of having a small heart. There were no differences in left ventricular synchronicity parameters between the men and women. After 1:1 propensity score matching for age and BMI, 37 men and 37 women were matched. The results were consistent before and after propensity score matching.ConclusionThis study determined the clinical reference values for left ventricular function and synchronicity parameters evaluated by GMPI using quantitative software. Compared to the women, EDV, ESV, EDVI, and ESVI in the men were higher, while EF and the prevalence of having a small heart were lower. There were no differences in left ventricular synchronicity parameters between the men and women.
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