# Assessment of the imaging quality and heterogeneous predictive value of readout-segmented echo planar imaging for diffusion-weighted rectal MRI

**Authors:** Mingrui Song, Yichuan Liang, Huiying Wang, Lei Shi, Quanliang Mao, Haonan Zhao, Zhehao Zhang, Aijing Li, Yuning Pan

PMC · DOI: 10.3389/fonc.2025.1457238 · Frontiers in Oncology · 2025-07-30

## TL;DR

This study compares two MRI techniques for rectal cancer imaging and finds that one improves image quality without affecting tumor aggression predictions.

## Contribution

The study demonstrates improved image quality with rs-EPI while showing equivalent predictive value of ADC for tumor aggression markers.

## Key findings

- rs-EPI provides better image quality, SNR, and CNR compared to ss-EPI in rectal MRI.
- ADC values from both techniques similarly predict Ki-67 and HIF-1α expression levels.
- No significant difference in ADC values between rs-EPI and ss-EPI was observed.

## Abstract

To qualitatively and quantitatively compare the image quality of readout-segmented echo planar imaging (rs-EPI) and single-shot echo planar imaging (ss-EPI) for diffusion-weighted (DWI) rectal MRI, as well as the heterogeneous predictive value of the apparent diffusion coefficient (ADC) values obtained by the two DWI techniques.

The rs-EPI and ss-EPI images were subjectively assessed for lesion sharpness, display of normal structure, overall image quality, geometric distortion, and anatomical differences. The signal-to-noise ratio (SNR), contrast ratio (CR), contrast-to-noise ratio (CNR), and ADC values were objectively compared. Pearson’s correlations and ROC analysis were used to explore the relationships of ADC values obtained by the two techniques and nucleus related antigen (Ki-67) and hypoxia inducible factor-1α (HIF-1α).

Eighty patients with rectal cancer (RC) were included. Lesion sharpness, normal structure display, overall image quality, geometric distortion and anatomical structure differences in the rs-EPI DWI group were higher than in the ss-EPI DWI group (P<0.001). SNR, CNR and CR in the rs-EPI DWI group were higher than in the ss-EPI DWI group (P<0.001). ADC values were not different. ROC analysis showed that the area under the curve (AUC) of high Ki-67 and HIF-1α expression levels as predicted by the average ADC of ss-EPI and rs-EPI DWI were 0.82 (95%CI: 0.72-0.92), 0.77 (95%CI: 0.67-0.88), and 0.81 (95%CI: 0.72-0.91), 0.82 (95%CI: 0.72-0.91), respectively, with similar predictive values between the 2 techniques (P=0.23, 0.75).

rs-EPI DWI can improve image quality and the ADC value is associated with pathologic markers of tumor aggression.

## Linked entities

- **Proteins:** Mki67 (antigen identified by monoclonal antibody Ki 67), HIF1A (hypoxia inducible factor 1 subunit alpha)
- **Diseases:** rectal cancer (MONDO:0006519)

## Full-text entities

- **Genes:** HIF1A (hypoxia inducible factor 1 subunit alpha) [NCBI Gene 3091] {aka HIF-1-alpha, HIF-1A, HIF-1alpha, HIF1, HIF1-ALPHA, MOP1}
- **Diseases:** Colorectal cancer (MESH:D015179), necrosis (MESH:D009336), hepatocellular carcinoma (MESH:D006528), bleeding (MESH:D006470), cancer (MESH:D009369), lesion (MESH:D009059), hypoxic (MESH:D002534), cervical and ovarian cancer (MESH:D010051), RC (MESH:D012004), digestive tract tumors (MESH:D004067), soft tissue sarcomas (MESH:D012509), ADC (MESH:D008228), Hypoxia (MESH:D000860)
- **Chemicals:** 3,3'-diaminobenzidine (MESH:D015100), water (MESH:D014867), oxygen (MESH:D010100), glucose (MESH:D005947), Gadopentetate dimeglumine (MESH:D019786)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

4 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12343218/full.md

## References

28 references — full list in the complete paper: https://tomesphere.com/paper/PMC12343218/full.md

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Source: https://tomesphere.com/paper/PMC12343218