Correlation between liver fat fraction measured by MRI IDEAL-IQ sequence and ALT, GGT, and AST in colorectal cancer patients after chemotherapy

The aim of our study was to evaluate the correlation between hepatic fat fraction (HFF) and ALT, GGT, and AST in patients with colorectal cancer after FOLFOX4 chemotherapy. This retrospective study included 56 colorectal cancer patients who received FOLFOX4 chemotherapy and 60 non-chemotherapy patients as controls. HFF was quantified from MRI-PDFF images by placing regions of interest in eight Couinaud liver segments. Liver enzyme levels (ALT, GGT, AST) were measured from fasting blood samples. Interobserver consistency for HFF measurements was evaluated using intra-class correlation coefficient (ICC). The normality of data was assessed using the D’Agostino–Pearson test. Spearman correlation and multiple linear regression (adjusted for age, BMI, diabetes, and hypertension) were used to analyze associations between HFF and liver enzymes. Diagnostic performance of HFF was evaluated using receiver operating characteristic (ROC) curve analysis. Interobserver agreement for HFF measurements was excellent (ICC = 0.892). In the chemotherapy group, HFF showed a strong positive correlation with GGT (r = 0.838, p < 0.001) and AST (r = 0.518, p < 0.001). After adjustment for confounders, HFF remained independently associated with ALT (β = 1.026, p = 0.029), GGT (β = 13.078, p < 0.001), and AST (β = 1.227, p = 0.007). ROC analysis indicated that HFF effectively predicted elevated liver enzymes: for GGT, AUC = 0.942 (cut-off: 12.275%, sensitivity 92.3%, specificity 83.3%); for AST, AUC = 0.817 (cut-off: 13.15%, sensitivity 90.0%, specificity 67.4%); for ALT, AUC = 0.789 (cut-off: 12.95%, sensitivity 90.9%, specificity 64.4%). Our results suggest that HFF is correlated with ALT / GGT and AST levels in colorectal cancer patients treated with FOLFOX4 chemotherapy.

Authors

Institutions

Publication Details

Journal
BMC Gastroenterology
Published
2026-03-09
DOI
https://doi.org/10.1186/s12876-026-04690-z
Primary Topic
Radiomics and Machine Learning in Medical Imaging
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Correlation between liver fat fraction measured by MRI IDEAL-IQ sequence and ALT, GGT, and AST in colorectal cancer patients after chemotherapy

Peiji Song, Zerui Wang, Zengkun Wang, Enguo Wang et al.
BMC Gastroenterology
Radiomics and Machine Learning in Medical Imaging
article

Correlation between liver fat fraction measured by MRI IDEAL-IQ sequence and ALT, GGT, and AST in colorectal cancer patients after chemotherapy

Peiji Song, Zerui Wang, Zengkun Wang, Enguo Wang, Shuyi Han
article en

Abstract

The aim of our study was to evaluate the correlation between hepatic fat fraction (HFF) and ALT, GGT, and AST in patients with colorectal cancer after FOLFOX4 chemotherapy. This retrospective study included 56 colorectal cancer patients who received FOLFOX4 chemotherapy and 60 non-chemotherapy patients as controls. HFF was quantified from MRI-PDFF images by placing regions of interest in eight Couinaud liver segments. Liver enzyme levels (ALT, GGT, AST) were measured from fasting blood samples. Interobserver consistency for HFF measurements was evaluated using intra-class correlation coefficient (ICC). The normality of data was assessed using the D’Agostino–Pearson test. Spearman correlation and multiple linear regression (adjusted for age, BMI, diabetes, and hypertension) were used to analyze associations between HFF and liver enzymes. Diagnostic performance of HFF was evaluated using receiver operating characteristic (ROC) curve analysis. Interobserver agreement for HFF measurements was excellent (ICC = 0.892). In the chemotherapy group, HFF showed a strong positive correlation with GGT (r = 0.838, p < 0.001) and AST (r = 0.518, p < 0.001). After adjustment for confounders, HFF remained independently associated with ALT (β = 1.026, p = 0.029), GGT (β = 13.078, p < 0.001), and AST (β = 1.227, p = 0.007). ROC analysis indicated that HFF effectively predicted elevated liver enzymes: for GGT, AUC = 0.942 (cut-off: 12.275%, sensitivity 92.3%, specificity 83.3%); for AST, AUC = 0.817 (cut-off: 13.15%, sensitivity 90.0%, specificity 67.4%); for ALT, AUC = 0.789 (cut-off: 12.95%, sensitivity 90.9%, specificity 64.4%). Our results suggest that HFF is correlated with ALT / GGT and AST levels in colorectal cancer patients treated with FOLFOX4 chemotherapy.

BMC Gastroenterology
Yantai Infectious Diseases Hospital (CN), Jinan Central Hospital (CN), Yantaishan Hospital (CN), Shandong First Medical University (CN)
Good health and well-being
Openalex Percentile: Top 31%
Radiomics and Machine Learning in Medical Imaging
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.