Cargando…

Novel equation to determine the hepatic triglyceride concentration in humans by MRI: diagnosis and monitoring of NAFLD in obese patients before and after bariatric surgery

BACKGROUND: Non-alcoholic fatty liver disease (NAFLD) is caused by abnormal accumulation of lipids within liver cells. Its prevalence is increasing in developed countries in association with obesity, and it represents a risk factor for non-alcoholic steatohepatitis (NASH), cirrhosis and hepatocellul...

Descripción completa

Detalles Bibliográficos
Autores principales: Jiménez-Agüero, Raúl, Emparanza, José I, Beguiristain, Adolfo, Bujanda, Luis, Alustiza, José M, García, Elisabeth, Hijona, Elizabeth, Gallego, Lander, Sánchez-González, Javier, Perugorria, María J, Asensio, José I, Larburu, Santiago, Garmendia, Maddi, Larzabal, Mikel, Portillo, María P, Aguirre, Leixuri, Banales, Jesús M
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4145227/
https://www.ncbi.nlm.nih.gov/pubmed/25164060
http://dx.doi.org/10.1186/s12916-014-0137-y
_version_ 1782332133361057792
author Jiménez-Agüero, Raúl
Emparanza, José I
Beguiristain, Adolfo
Bujanda, Luis
Alustiza, José M
García, Elisabeth
Hijona, Elizabeth
Gallego, Lander
Sánchez-González, Javier
Perugorria, María J
Asensio, José I
Larburu, Santiago
Garmendia, Maddi
Larzabal, Mikel
Portillo, María P
Aguirre, Leixuri
Banales, Jesús M
author_facet Jiménez-Agüero, Raúl
Emparanza, José I
Beguiristain, Adolfo
Bujanda, Luis
Alustiza, José M
García, Elisabeth
Hijona, Elizabeth
Gallego, Lander
Sánchez-González, Javier
Perugorria, María J
Asensio, José I
Larburu, Santiago
Garmendia, Maddi
Larzabal, Mikel
Portillo, María P
Aguirre, Leixuri
Banales, Jesús M
author_sort Jiménez-Agüero, Raúl
collection PubMed
description BACKGROUND: Non-alcoholic fatty liver disease (NAFLD) is caused by abnormal accumulation of lipids within liver cells. Its prevalence is increasing in developed countries in association with obesity, and it represents a risk factor for non-alcoholic steatohepatitis (NASH), cirrhosis and hepatocellular carcinoma. Since NAFLD is usually asymptomatic at diagnosis, new non-invasive approaches are needed to determine the hepatic lipid content in terms of diagnosis, treatment and control of disease progression. Here, we investigated the potential of magnetic resonance imaging (MRI) to quantitate and monitor the hepatic triglyceride concentration in humans. METHODS: A prospective study of diagnostic accuracy was conducted among 129 consecutive adult patients (97 obesity and 32 non-obese) to compare multi-echo MRI fat fraction, grade of steatosis estimated by histopathology, and biochemical measurement of hepatic triglyceride concentration (that is, Folch value). RESULTS: MRI fat fraction positively correlates with the grade of steatosis estimated on a 0 to 3 scale by histopathology. However, this correlation value was stronger when MRI fat fraction was linked to the Folch value, resulting in a novel equation to predict the hepatic triglyceride concentration (mg of triglycerides/g of liver tissue = 5.082 + (432.104 * multi-echo MRI fat fraction)). Validation of this formula in 31 additional patients (24 obese and 7 controls) resulted in robust correlation between the measured and estimated Folch values. Multivariate analysis showed that none of the variables investigated improves the Folch prediction capacity of the equation. Obese patients show increased steatosis compared to controls using MRI fat fraction and Folch value. Bariatric surgery improved MRI fat fraction values and the Folch value estimated in obese patients one year after surgery. CONCLUSIONS: Multi-echo MRI is an accurate approach to determine the hepatic lipid concentration by using our novel equation, representing an economic non-invasive method to diagnose and monitor steatosis in humans.
format Online
Article
Text
id pubmed-4145227
institution National Center for Biotechnology Information
language English
publishDate 2014
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-41452272014-09-02 Novel equation to determine the hepatic triglyceride concentration in humans by MRI: diagnosis and monitoring of NAFLD in obese patients before and after bariatric surgery Jiménez-Agüero, Raúl Emparanza, José I Beguiristain, Adolfo Bujanda, Luis Alustiza, José M García, Elisabeth Hijona, Elizabeth Gallego, Lander Sánchez-González, Javier Perugorria, María J Asensio, José I Larburu, Santiago Garmendia, Maddi Larzabal, Mikel Portillo, María P Aguirre, Leixuri Banales, Jesús M BMC Med Research Article BACKGROUND: Non-alcoholic fatty liver disease (NAFLD) is caused by abnormal accumulation of lipids within liver cells. Its prevalence is increasing in developed countries in association with obesity, and it represents a risk factor for non-alcoholic steatohepatitis (NASH), cirrhosis and hepatocellular carcinoma. Since NAFLD is usually asymptomatic at diagnosis, new non-invasive approaches are needed to determine the hepatic lipid content in terms of diagnosis, treatment and control of disease progression. Here, we investigated the potential of magnetic resonance imaging (MRI) to quantitate and monitor the hepatic triglyceride concentration in humans. METHODS: A prospective study of diagnostic accuracy was conducted among 129 consecutive adult patients (97 obesity and 32 non-obese) to compare multi-echo MRI fat fraction, grade of steatosis estimated by histopathology, and biochemical measurement of hepatic triglyceride concentration (that is, Folch value). RESULTS: MRI fat fraction positively correlates with the grade of steatosis estimated on a 0 to 3 scale by histopathology. However, this correlation value was stronger when MRI fat fraction was linked to the Folch value, resulting in a novel equation to predict the hepatic triglyceride concentration (mg of triglycerides/g of liver tissue = 5.082 + (432.104 * multi-echo MRI fat fraction)). Validation of this formula in 31 additional patients (24 obese and 7 controls) resulted in robust correlation between the measured and estimated Folch values. Multivariate analysis showed that none of the variables investigated improves the Folch prediction capacity of the equation. Obese patients show increased steatosis compared to controls using MRI fat fraction and Folch value. Bariatric surgery improved MRI fat fraction values and the Folch value estimated in obese patients one year after surgery. CONCLUSIONS: Multi-echo MRI is an accurate approach to determine the hepatic lipid concentration by using our novel equation, representing an economic non-invasive method to diagnose and monitor steatosis in humans. BioMed Central 2014-08-26 /pmc/articles/PMC4145227/ /pubmed/25164060 http://dx.doi.org/10.1186/s12916-014-0137-y Text en © Jiménez-Agüero et al.; licensee BioMed Central Ltd. 2014 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Jiménez-Agüero, Raúl
Emparanza, José I
Beguiristain, Adolfo
Bujanda, Luis
Alustiza, José M
García, Elisabeth
Hijona, Elizabeth
Gallego, Lander
Sánchez-González, Javier
Perugorria, María J
Asensio, José I
Larburu, Santiago
Garmendia, Maddi
Larzabal, Mikel
Portillo, María P
Aguirre, Leixuri
Banales, Jesús M
Novel equation to determine the hepatic triglyceride concentration in humans by MRI: diagnosis and monitoring of NAFLD in obese patients before and after bariatric surgery
title Novel equation to determine the hepatic triglyceride concentration in humans by MRI: diagnosis and monitoring of NAFLD in obese patients before and after bariatric surgery
title_full Novel equation to determine the hepatic triglyceride concentration in humans by MRI: diagnosis and monitoring of NAFLD in obese patients before and after bariatric surgery
title_fullStr Novel equation to determine the hepatic triglyceride concentration in humans by MRI: diagnosis and monitoring of NAFLD in obese patients before and after bariatric surgery
title_full_unstemmed Novel equation to determine the hepatic triglyceride concentration in humans by MRI: diagnosis and monitoring of NAFLD in obese patients before and after bariatric surgery
title_short Novel equation to determine the hepatic triglyceride concentration in humans by MRI: diagnosis and monitoring of NAFLD in obese patients before and after bariatric surgery
title_sort novel equation to determine the hepatic triglyceride concentration in humans by mri: diagnosis and monitoring of nafld in obese patients before and after bariatric surgery
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4145227/
https://www.ncbi.nlm.nih.gov/pubmed/25164060
http://dx.doi.org/10.1186/s12916-014-0137-y
work_keys_str_mv AT jimenezagueroraul novelequationtodeterminethehepatictriglycerideconcentrationinhumansbymridiagnosisandmonitoringofnafldinobesepatientsbeforeandafterbariatricsurgery
AT emparanzajosei novelequationtodeterminethehepatictriglycerideconcentrationinhumansbymridiagnosisandmonitoringofnafldinobesepatientsbeforeandafterbariatricsurgery
AT beguiristainadolfo novelequationtodeterminethehepatictriglycerideconcentrationinhumansbymridiagnosisandmonitoringofnafldinobesepatientsbeforeandafterbariatricsurgery
AT bujandaluis novelequationtodeterminethehepatictriglycerideconcentrationinhumansbymridiagnosisandmonitoringofnafldinobesepatientsbeforeandafterbariatricsurgery
AT alustizajosem novelequationtodeterminethehepatictriglycerideconcentrationinhumansbymridiagnosisandmonitoringofnafldinobesepatientsbeforeandafterbariatricsurgery
AT garciaelisabeth novelequationtodeterminethehepatictriglycerideconcentrationinhumansbymridiagnosisandmonitoringofnafldinobesepatientsbeforeandafterbariatricsurgery
AT hijonaelizabeth novelequationtodeterminethehepatictriglycerideconcentrationinhumansbymridiagnosisandmonitoringofnafldinobesepatientsbeforeandafterbariatricsurgery
AT gallegolander novelequationtodeterminethehepatictriglycerideconcentrationinhumansbymridiagnosisandmonitoringofnafldinobesepatientsbeforeandafterbariatricsurgery
AT sanchezgonzalezjavier novelequationtodeterminethehepatictriglycerideconcentrationinhumansbymridiagnosisandmonitoringofnafldinobesepatientsbeforeandafterbariatricsurgery
AT perugorriamariaj novelequationtodeterminethehepatictriglycerideconcentrationinhumansbymridiagnosisandmonitoringofnafldinobesepatientsbeforeandafterbariatricsurgery
AT asensiojosei novelequationtodeterminethehepatictriglycerideconcentrationinhumansbymridiagnosisandmonitoringofnafldinobesepatientsbeforeandafterbariatricsurgery
AT larburusantiago novelequationtodeterminethehepatictriglycerideconcentrationinhumansbymridiagnosisandmonitoringofnafldinobesepatientsbeforeandafterbariatricsurgery
AT garmendiamaddi novelequationtodeterminethehepatictriglycerideconcentrationinhumansbymridiagnosisandmonitoringofnafldinobesepatientsbeforeandafterbariatricsurgery
AT larzabalmikel novelequationtodeterminethehepatictriglycerideconcentrationinhumansbymridiagnosisandmonitoringofnafldinobesepatientsbeforeandafterbariatricsurgery
AT portillomariap novelequationtodeterminethehepatictriglycerideconcentrationinhumansbymridiagnosisandmonitoringofnafldinobesepatientsbeforeandafterbariatricsurgery
AT aguirreleixuri novelequationtodeterminethehepatictriglycerideconcentrationinhumansbymridiagnosisandmonitoringofnafldinobesepatientsbeforeandafterbariatricsurgery
AT banalesjesusm novelequationtodeterminethehepatictriglycerideconcentrationinhumansbymridiagnosisandmonitoringofnafldinobesepatientsbeforeandafterbariatricsurgery