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Diffusion kurtosis imaging detects subclinical white matter abnormalities in Phenylketonuria
OBJECTIVE: Phenylketonuria (PKU) is an autosomal recessive disorder whereby deficiencies in phenylalanine metabolism cause progressive neurological dysfunction. Managing PKU is challenging, with disease monitoring focussed on short-term phenylalanine control rather than measures of neuronal damage....
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7814191/ https://www.ncbi.nlm.nih.gov/pubmed/33461111 http://dx.doi.org/10.1016/j.nicl.2020.102555 |
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author | Hellewell, Sarah C. Welton, Thomas Eisenhuth, Kate Tchan, Michel C. Grieve, Stuart M. |
author_facet | Hellewell, Sarah C. Welton, Thomas Eisenhuth, Kate Tchan, Michel C. Grieve, Stuart M. |
author_sort | Hellewell, Sarah C. |
collection | PubMed |
description | OBJECTIVE: Phenylketonuria (PKU) is an autosomal recessive disorder whereby deficiencies in phenylalanine metabolism cause progressive neurological dysfunction. Managing PKU is challenging, with disease monitoring focussed on short-term phenylalanine control rather than measures of neuronal damage. Conventional imaging lacks sensitivity, however diffusion kurtosis imaging (DKI), a new MRI method may reveal subclinical white matter structural changes in PKU. METHODS: This cohort study involved adults with PKU recruited during routine clinical care. MRI, neurocognitive assessment and historical phenylalanine (Phe) levels were collected. A hypothesis-generating case study comparing diet-compliant and non-compliant siblings confirmed that DKI metrics are sensitive to dietary adherence and prompted a candidate metric (K(rad)/K(FA) ratio). We then tested this metric in a Replication cohort (PKU = 20; controls = 43). RESULTS: Both siblings scored outside the range of controls for all DKI-based metrics, with severe changes in the periventricular white matter and a gradient of severity toward the cortex. K(rad)/K(FA) provided clear separation by diagnosis in the Replication cohort (p < 0.001 in periventricular, deep and pericortical compartments). The ratio also correlated negatively with attention (r = −0.51 & −0.50, p < 0.05) and positively with 3-year mean Phe (r = 0.45 & 0.58, p < 0.01). CONCLUSION: DKI reveals regionally-specific, progressive abnormalities of brain diffusion characteristics in PKU, even in the absence of conspicuous clinical signs or abnormalities on conventional MRI. A DKI-based marker derived from these scores (K(rad)/K(FA) ratio) was sensitive to cognitive impairment and PKU control over the medium term and may provide a meaningful subclinical biomarker of end-organ damage. |
format | Online Article Text |
id | pubmed-7814191 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-78141912021-01-26 Diffusion kurtosis imaging detects subclinical white matter abnormalities in Phenylketonuria Hellewell, Sarah C. Welton, Thomas Eisenhuth, Kate Tchan, Michel C. Grieve, Stuart M. Neuroimage Clin Regular Article OBJECTIVE: Phenylketonuria (PKU) is an autosomal recessive disorder whereby deficiencies in phenylalanine metabolism cause progressive neurological dysfunction. Managing PKU is challenging, with disease monitoring focussed on short-term phenylalanine control rather than measures of neuronal damage. Conventional imaging lacks sensitivity, however diffusion kurtosis imaging (DKI), a new MRI method may reveal subclinical white matter structural changes in PKU. METHODS: This cohort study involved adults with PKU recruited during routine clinical care. MRI, neurocognitive assessment and historical phenylalanine (Phe) levels were collected. A hypothesis-generating case study comparing diet-compliant and non-compliant siblings confirmed that DKI metrics are sensitive to dietary adherence and prompted a candidate metric (K(rad)/K(FA) ratio). We then tested this metric in a Replication cohort (PKU = 20; controls = 43). RESULTS: Both siblings scored outside the range of controls for all DKI-based metrics, with severe changes in the periventricular white matter and a gradient of severity toward the cortex. K(rad)/K(FA) provided clear separation by diagnosis in the Replication cohort (p < 0.001 in periventricular, deep and pericortical compartments). The ratio also correlated negatively with attention (r = −0.51 & −0.50, p < 0.05) and positively with 3-year mean Phe (r = 0.45 & 0.58, p < 0.01). CONCLUSION: DKI reveals regionally-specific, progressive abnormalities of brain diffusion characteristics in PKU, even in the absence of conspicuous clinical signs or abnormalities on conventional MRI. A DKI-based marker derived from these scores (K(rad)/K(FA) ratio) was sensitive to cognitive impairment and PKU control over the medium term and may provide a meaningful subclinical biomarker of end-organ damage. Elsevier 2021-01-09 /pmc/articles/PMC7814191/ /pubmed/33461111 http://dx.doi.org/10.1016/j.nicl.2020.102555 Text en © 2021 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Regular Article Hellewell, Sarah C. Welton, Thomas Eisenhuth, Kate Tchan, Michel C. Grieve, Stuart M. Diffusion kurtosis imaging detects subclinical white matter abnormalities in Phenylketonuria |
title | Diffusion kurtosis imaging detects subclinical white matter abnormalities in Phenylketonuria |
title_full | Diffusion kurtosis imaging detects subclinical white matter abnormalities in Phenylketonuria |
title_fullStr | Diffusion kurtosis imaging detects subclinical white matter abnormalities in Phenylketonuria |
title_full_unstemmed | Diffusion kurtosis imaging detects subclinical white matter abnormalities in Phenylketonuria |
title_short | Diffusion kurtosis imaging detects subclinical white matter abnormalities in Phenylketonuria |
title_sort | diffusion kurtosis imaging detects subclinical white matter abnormalities in phenylketonuria |
topic | Regular Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7814191/ https://www.ncbi.nlm.nih.gov/pubmed/33461111 http://dx.doi.org/10.1016/j.nicl.2020.102555 |
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