Dataset Information

Application of synthetic magnetic resonance imaging and DWI for evaluation of prognostic factors in cervical carcinoma: a prospective preliminary study.

ABSTRACT:

Objectives

To determine the values of quantitative metrics derived from synthetic MRI (SyMRI) and apparent diffusion coefficient (ADC) in evaluating the prognostic factors of cervical carcinoma (CC).

Methods

In this prospective study, 74 patients with pathologically confirmed CC were enrolled. Pretreatment quantitative metrics including T₁, T₂ and ADC values were obtained from SyMRI and diffusion-weighted imaging (DWI) sequences. The values of all metrics were compared for different prognostic features using Student's t-test or Mann-Whitney U-test. The receiver operating characteristic (ROC) curve and multivariate logistic regression analysis were utilized to evaluate the diagnostic performance of quantitative variables.

Results

T₁ and T₂ values of parametrial involvement (PMI)-negative were significantly higher than those of PMI-positive (p = 0.002 and < 0.001), while ADC values did not show a significant difference. The area under curve (AUC) of T₁ and T₂ values for identifying PMI were 0.743 and 0.831. Only the T₂ values showed a significant difference between the lymphovascular space involvement (LVSI)-negative and LVSI-positive (p < 0.001), and the AUC of T₂ values for discriminating LVSI was 0.814. The differences of T₁, T_2, and ADC values between the well/moderately and the poorly differentiated CC were significant (all p < 0.001). The AUCs of T₁, T₂ and ADC values for predicting differentiation grades were 0.762, 0.830, and 0.808. The combined model of all metrics proved to achieve good diagnostic performance with the AUC of 0.866.

Conclusion

SyMRI may be a potential noninvasive tool for assessing the prognostic factors such as PMI, LVSI, and differentiation grades in CC. Moreover, the overall diagnostic performances of synthetic quantitative metrics were superior to the ADC values, especially in identifying PMI and LVSI.

Advances in knowledge

This is the first study to assess the utility of SyMRI-derived parameters and ADC value in evaluating the prognostic factors in CC.

SUBMITTER: Zhang W

PROVIDER: S-EPMC10997024 | biostudies-literature | 2023 Jan

REPOSITORIES: biostudies-literature

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Publications

Application of synthetic magnetic resonance imaging and DWI for evaluation of prognostic factors in cervical carcinoma: a prospective preliminary study.

Zhang Weijing W Lu Nian N He Haoqiang H Liu Huiming H Zhu Fengting F Ma Lidi L Luo Yingwei Y Qian Long L Meng Tiebao T Xie Chuanmiao C

The British journal of radiology 20221207 1141

<h4>Objectives</h4>To determine the values of quantitative metrics derived from synthetic MRI (SyMRI) and apparent diffusion coefficient (ADC) in evaluating the prognostic factors of cervical carcinoma (CC).<h4>Methods</h4>In this prospective study, 74 patients with pathologically confirmed CC were enrolled. Pretreatment quantitative metrics including T<sub>1</sub>, T<sub>2</sub> and ADC values were obtained from SyMRI and diffusion-weighted imaging (DWI) sequences. The values of all metrics wer ...[more]

PMID: 36341699

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Dataset Information

Application of synthetic magnetic resonance imaging and DWI for evaluation of prognostic factors in cervical carcinoma: a prospective preliminary study.

Objectives

Methods

Results

Conclusion

Advances in knowledge

Publications

Application of synthetic magnetic resonance imaging and DWI for evaluation of prognostic factors in cervical carcinoma: a prospective preliminary study.

Similar Datasets

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