Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2015 Dec;78(6):939-48.
doi: 10.1002/ana.24524. Epub 2015 Nov 14.

Magnetic resonance neurography detects diabetic neuropathy early and with Proximal Predominance

Affiliations
Free PMC article

Magnetic resonance neurography detects diabetic neuropathy early and with Proximal Predominance

Mirko Pham et al. Ann Neurol. 2015 Dec.
Free PMC article

Abstract

Objective: The aim of this work was to localize and quantify alterations of nerve microstructure in diabetic polyneuropathy (DPN) by magnetic resonance (MR) neurography with large anatomical coverage.

Methods: Patients (N = 25) with mild-to-moderate (Neuropathy-Symptom-Score [NSS]/Neuropathy Deficit Score [NDS] 3.8 ± 0.3/2.6 ± 0.5) and patients (n = 10) with severe DPN (6.2 ± 0.6/7.4 ± 0.5) were compared to patients (n = 15) with diabetes but no DPN and to age-/sex-matched nondiabetic controls (n = 25). All subjects underwent MR neurography with large spatial coverage and high resolution from spinal nerve to ankle level: four slabs per leg, each with 35 axial slices (T2- and proton-density-weighted two dimensional turbo-spin-echo sequences; voxel size: 0.4 × 0.3 × 3.5 mm(3) ) and a three-dimensional T2-weighted sequence to cover spinal nerves and plexus. Nerve segmentation was performed on a total of 280 slices per subject. Nerve lesion voxels were determined independently from operator input by statistical classification against the nondiabetic cohort. At the site with highest lesion-voxel burden, signal quantification was performed by calculating nerve proton spin density and T2 relaxation time.

Results: Total burden of nerve lesion voxels was significantly increased in DPN (p = 0.003) with strong spatial predominance at thigh level, where average lesion voxel load was significantly higher in severe (57 ± 18.4; p = 0.0022) and in mild-to-moderate DPN (35 ± 4.0; p < 0.001) than in controls (18 ± 3.6). Signal quantification at the site of predominant lesion burden (thigh) revealed a significant increase of nerve proton spin density in severe (360 ± 22.9; p = 0.043) and in mild-to-moderate DPN (365 ± 15.2; p = 0.001) versus controls (288 ± 13.4), but not of T2 relaxation time (p = 0.49). Nerve proton spin density predicted severity of DPN with an odds ratio of 2.9 (95% confidence interval: 2.4-3.5; p < 0.001) per 100 proton spins.

Interpretation: In DPN, the predominant site of microstructural nerve alteration is at the thigh level with a strong proximal-to-distal gradient. Nerve proton spin density at the thigh level is a novel quantitative imaging biomarker of early DPN and increases with neuropathy severity.

PubMed Disclaimer

Figures

Figure 1
Figure 1
Array of representative source images indicating segmented tibial fascicles within the sciatic nerve at the thigh level (upper row) and their continuation as the tibial nerve distally at the ankle level (lower row). Nerve lesions are conspicuous under hyperintense signal alteration, which was found to be an effect of increased proton spin density by quantitative signal analysis. Within symptomatic diabetic polyneuropathy (DPN) groups (mild/moderate or severe), there is a strong proximal focus of lesion predominance located at the thigh level (the white reference line in the bony anatomical scheme on the left indicates the slice position). A strong proximal‐to‐distal lesion gradient with a marked decrease at the distal ankle level (lower white reference line at the ankle level) and increasing fascicular involvement across groups of increasing DPN severity (from left to right) were observed. NDS = Neuropathy Disability Score; NSS = Neuropathy Symptom Score.
Figure 2
Figure 2
Spatial mapping of lesion voxel count per position from the proximal thigh (slice position 1) to ankle levels (slice position 140). The spatial predominance of the lesion voxel burden in symptomatic diabetic polyneuropathy (DPN; mild/moderate or severe) is located proximally (thigh level slice positions 1–70) and is highest at this location for severe DPN. Increasing symptom severity is associated with an overall increase in the total lesion voxel burden, which is most pronounced proximally (at the thigh level, left side of the x‐axis) and less marked distally (at the ankle level, right side of the x‐axis). The differences in the proximal lesion count are significant for severe DPN (*p = 0.013) and mild‐to‐moderate DPN (**p = 0.003) compared to nondiabetic controls.
Figure 3
Figure 3
Ordered logistic regression analysis was significant for the quantitative microstructural marker of proton spin density (ρ/rho). This plot illustrates the cumulative probabilities predicted from the logistic regression model for different clinical stages of diabetic polyneuropathy (DPN) as functions of quantitated proton spin density (x‐axis). An increase of 102 proton spins was significantly associated (p < 0.001) with an odds ratio of 2.9 (95% confidence interval: 2.4–3.5) for predicting higher symptom severity.

Comment in

  • Reply.
    Pham M, Nawroth PP, Bendszus M. Pham M, et al. Ann Neurol. 2016 Aug;80(2):309-10. doi: 10.1002/ana.24692. Epub 2016 Jun 24. Ann Neurol. 2016. PMID: 27253614 No abstract available.
  • Fiber loss in diabetic polyneuropathy.
    Zochodne DW. Zochodne DW. Ann Neurol. 2016 Aug;80(2):308-9. doi: 10.1002/ana.24693. Epub 2016 Jun 24. Ann Neurol. 2016. PMID: 27253717 No abstract available.

Similar articles

Cited by

References

    1. Said G. Diabetic neuropathy In: Said G, Krarup C, eds. Handbook of Clinical Neurology. Amsterdam: Elsevier; 2013:579–598. - PubMed
    1. Llewelyn JG, Tomlinson DR, Thomas PK. Diabetic neuropathies In: Dyck PJ, Thomas PK, eds. Peripheral Neuropathy, 4th ed. Philadelphia, PA: Elsevier; 2005:1952–1991.
    1. Behse F, Buchthal F, Carlsen F. Nerve biopsy and conduction studies in diabetic neuropathy. J Neurol Neurosurg Psychiatry 1977;40:1072–1082. - PMC - PubMed
    1. Dyck PJ, Karnes JL, O'Brien P, et al. The spatial distribution of fiber loss in diabetic polyneuropathy suggests ischemia. Ann Neurol 1986;19:440–449. - PubMed
    1. Dyck PJ, Lais A, Karnes JL, O'Brien P, Rizza R. Fiber loss is primary and multifocal in sural nerves in diabetic polyneuropathy. Ann Neurol 1986;19:425–439. - PubMed

Publication types