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Balkhed, Wile
Publications (3 of 3) Show all publications
Cai, S., Simonsson, C., Karlsson, M., Balkhed, W., Tellman, J., Ignatova, S., . . . Lundberg, P. (2026). Chronic Liver Disease: Assessing Inflammation and Fibrosis Using Three‐Dimensional MR Elastography With Same‐Day Biopsy in a Prospective Cohort. Journal of Magnetic Resonance Imaging, 64(1), 306-319, Article ID jmri.70319.
Open this publication in new window or tab >>Chronic Liver Disease: Assessing Inflammation and Fibrosis Using Three‐Dimensional MR Elastography With Same‐Day Biopsy in a Prospective Cohort
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2026 (English)In: Journal of Magnetic Resonance Imaging, ISSN 1053-1807, E-ISSN 1522-2586, Vol. 64, no 1, p. 306-319, article id jmri.70319Article in journal (Refereed) Published
Abstract [en]

Background: Three-dimensional (3D) MR elastography (MRE) derives viscoelastic parameters that may reflect inflammation, but their frequency dependence and the influence of steatosis on inflammation grading and fibrosis staging remain unclear.

Purpose: To investigate 3D multifrequency MRE for assessing hepatic inflammation, fibrosis stage across frequencies, and the influence of steatosis.

Study Type: Prospective.

Population: Sixty-four (40 men, median age: 58 years) participants with chronic liver disease (CLD); 21 (8 men, median age:28 years) healthy volunteers.

Field Strength/Sequence: 3-T; gradient-echo sequence with mechanical vibrations at low (16.7 and 18 Hz), medium (33.4 and 36 Hz), and high (50.1 and 54 Hz) frequencies.

Assessment: In CLD participants, MRE-derived viscoelastic parameters, shear stiffness, storage modulus, loss modulus, and damping ratio were compared with histologically assessed fibrosis, inflammation, and steatosis. MRE test–retest repeatability over 10 min was evaluated in healthy volunteers.

Statistical Tests: Wilcoxon rank sum test, Spearman's correlation, multivariable regression analysis, and area under the receiver operating curve (AUROC). A p value of < 0.05 was considered statistically significant.

Results: Inflammation was significantly independently associated with damping ratio at medium frequency, which showed moderate performance for grading inflammation (AUROC = 0.76–0.83, sensitivity = 0.83–0.84, specificity = 0.70–0.79). Fibrosis staging using shear stiffness and moduli showed high diagnostic performance (AUROC = 0.82–0.95), with comparable accuracy between medium and high frequencies (p = 0.327–0.896). Steatosis was not significantly correlated with MRE overall (p = 0.212–0.459), but was significantly associated with 19% higher stiffness and 20% higher loss modulus at medium frequency in CLD participants without fibrosis or inflammation.

Data Conclusion: Medium frequency 3D MRE demonstrated an independent association with inflammation while preserving accurate fibrosis assessment. Steatosis seemed not to confound MRE-based evaluation.

Level of Evidence: 1.

Technical Efficacy: Stage 2.

Plain Language Summary: Chronic liver disease can cause both inflammation and scarring (fibrosis). Accurate assessment usually requires a biopsy, which is invasive. This study evaluated a noninvasive imaging method called three-dimensional magnetic resonance elastography (3D MRE) in patients who underwent same-day liver biopsy. The researchers tested whether different vibration frequencies could detect inflammation and fibrosis. They found that medium frequency measurements were associated with liver inflammation while still accurately identifying fibrosis. Fat accumulation in the liver did not significantly affect the results. These findings suggest that 3D MRE may help medical doctors assess liver inflammation and fibrosis noninvasively in a single examination.

Place, publisher, year, edition, pages
John Wiley & Sons, 2026
Keywords
Chronic liver disease, Fibrosis, Inflammation, MR elastography, Steatosis
National Category
Gastroenterology and Hepatology Medical Imaging Radiology and Medical Imaging
Identifiers
urn:nbn:se:liu:diva-222446 (URN)10.1002/jmri.70319 (DOI)001732121800001 ()41924972 (PubMedID)2-s2.0-105034898236 (Scopus ID)
Note

Funding: This work was supported by Vinnova (Sweden's Innovation Agency), the Swedish Research Council for Engineering Sciences and Natural Sciences (VR/NT), 2020-04826, and ALF funding (Avtal om Läkarutbildning och Forskning; Agreement on Medical Education and Research) from Region Östergötland (Östergötland County Council).

Available from: 2026-04-02 Created: 2026-04-02 Last updated: 2026-06-26
Balkhed, W., Bergram, M., Iredahl, F., Holmberg, M., Edin, C., Carlhäll, C.-J., . . . Ekstedt, M. (2025). Evaluating the prevalence and severity of metabolic dysfunction-associated steatotic liver disease in patients with type 2 diabetes mellitus in primary care. Journal of Internal Medicine, 298(3), 173-187
Open this publication in new window or tab >>Evaluating the prevalence and severity of metabolic dysfunction-associated steatotic liver disease in patients with type 2 diabetes mellitus in primary care
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2025 (English)In: Journal of Internal Medicine, ISSN 0954-6820, E-ISSN 1365-2796, Vol. 298, no 3, p. 173-187Article in journal (Refereed) Published
Abstract [en]

Background and aims The prevalence of metabolic dysfunction-associated steatotic liver disease (MASLD) has increased during the epidemic of obesity. Type 2 diabetes mellitus (T2DM) is associated with progressive MASLD. Therefore, many guidelines recommend screening for MASLD in patients with T2DM. Most studies in patients with MASLD have been conducted in specialist care. We investigated the prevalence and severity of MASLD in patients with T2DM from primary care. Methods Patients with T2DM were prospectively included from primary care facilities to undergo transient elastography with controlled attenuation parameter and whole-body magnetic resonance imaging (MRI) to assess liver fat, cardiac function, muscle composition, and distribution of body fat. Results Among 308 participants, 59% had MASLD, 7% had suspected advanced fibrosis (transient elastography &gt;= 10 kPa), and 1.9% had cirrhosis. The mean age was 63.9 +/- 8.1 years; 37% were female, with no differences between the MASLD and the non-MASLD groups. Participants with MASLD had greater body mass index (31.1 +/- 4.4 vs. 27.4 +/- 4.1 kg/m(2), p &lt; 0.001) and a higher prevalence of obesity (60% vs. 21%, p &lt; 0.001). Obesity increased the risk of fibrotic MASLD eightfold, as confirmed by multivariable analysis. Participants with MASLD also had increased visceral and abdominal subcutaneous adipose tissue and muscle fat infiltration. On cardiac MRI, participants with MASLD had a lower left ventricular (LV) stroke volume index, a lower LV end-diastolic volume index, and an increased LV concentricity. Conclusions In this cohort of primary care patients with T2DM, 59% had MASLD, and 7% had suspected advanced fibrosis. Obesity was a strong predictor of fibrotic MASLD. MASLD was associated with alterations to the left ventricle and increased deposition of ectopic fat.

Place, publisher, year, edition, pages
WILEY, 2025
Keywords
fibrosis; MASLD; myosteatosis; obesity; primary care; sarcopenia; Type 2 diabetes mellitus
National Category
General Medicine
Identifiers
urn:nbn:se:liu:diva-215361 (URN)10.1111/joim.20103 (DOI)001509715700001 ()40518766 (PubMedID)2-s2.0-105008248888 (Scopus ID)
Note

Funding Agencies|Gilead Sciences

Available from: 2025-06-24 Created: 2025-06-24 Last updated: 2026-09-02
Balkhed, W., Åberg, F. O., Nasr, P., Ekstedt, M. & Kechagias, S. (2022). Repeated measurements of non-invasive fibrosis tests to monitor the progression of non-alcoholic fatty liver disease: A long-term follow-up study. Liver international (Print), 42(7), 1546-1556
Open this publication in new window or tab >>Repeated measurements of non-invasive fibrosis tests to monitor the progression of non-alcoholic fatty liver disease: A long-term follow-up study
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2022 (English)In: Liver international (Print), ISSN 1478-3223, E-ISSN 1478-3231, Vol. 42, no 7, p. 1546-1556Article in journal (Refereed) Published
Abstract [en]

Background and Aims: The presence of advanced hepatic fibrosis is the prime marker for the prediction of liver-related complications in non-alcoholic fatty liver disease (NAFLD). Blood-based non-invasive tests (NITs) have been developed to evaluate fibrosis and identify patients at risk. Current guidelines propose monitoring the progression of NAFLD using repeated NITs at 2-3-year intervals. The aim of this study was to evaluate the association of changes in NITs measured at two time points with the progression of NAFLD.

Methods. We retrospectively included NAFLD patients with NIT measurements in whom the baseline hepatic fibrosis stage had been assessed by biopsy or transient elastography (TE). Subjects underwent follow-up visits at least 1 year from baseline to evaluate the progression of NAFLD. NAFLD progression was defined as the development of end-stage liver disease or fibrosis progression according to repeat biopsy or TE. The following NITs were calculated at baseline and follow-up: Fibrosis-4 (FIB-4), NAFLD fibrosis score (NFS), aspartate aminotransferase to platelet ratio index (APRI) and dynamic aspartate-to-alanine aminotransferase ratio (dAAR).

Results: One hundred and thirty-five patients were included with a mean follow-up of 12.6 +/- 8.5 years. During follow-up, 41 patients (30%) were diagnosed with progressive NAFLD. Change in NIT scores during follow-up was significantly associated with disease progression for all NITs tested except for NFS. However, the diagnostic precision was suboptimal with area under the receiver operating characteristics 0.56-0.64 and positive predictive values of 0.28-0.36 at sensitivity fixed at 90%.

Conclusions: Change of FIB-4, NFS, APRI, and dAAR scores is only weakly associated with disease progression in NAFLD. Our findings do not support repeated measurements of these NITs for monitoring the course of NAFLD.

Place, publisher, year, edition, pages
Chichester, United Kingdom: John Wiley & Sons, 2022
Keywords
haematological tests; liver cirrhosis; non-alcoholic fatty liver disease
National Category
Gastroenterology and Hepatology
Identifiers
urn:nbn:se:liu:diva-184260 (URN)10.1111/liv.15255 (DOI)000773557600001 ()35319156 (PubMedID)2-s2.0-85127337724 (Scopus ID)
Note

Funding Agencies: ALF grants; Region Östergotland; Mary and Georg Ehrnrooth Foundation; Finska Läkaresällskapet; Academy of Finland [338544]; Sigrid Juselius Foundation

Available from: 2022-04-11 Created: 2022-04-11 Last updated: 2025-02-11Bibliographically approved
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