Daniel Reich's research while affiliated with National Institutes of Health and other places

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Publications (106)


The diagnostic workup of children with the radiologically isolated syndrome differs by age and by sex
  • Article
  • Publisher preview available

April 2024

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44 Reads

Journal of Neurology

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Daniel Pelletier

Background Cerebrospinal fluid (CSF) and spinal MRIs are often obtained in children with the radiologically isolated syndrome (RIS) for diagnosis and prognosis. Factors affecting the frequency and timing of these tests are unknown. Objective To determine whether age or sex were associated with (1) having CSF or spinal MRI obtained or (2) the timing of these tests. Methods We analyzed children (≤ 18 y) with RIS enrolled in an international longitudinal study. Index scans met 2010/2017 multiple sclerosis (MS) MRI criteria for dissemination in space (DIS). We used Fisher’s exact test and multivariable logistic regression (covariates = age, sex, MRI date, MRI indication, 2005 MRI DIS criteria met, and race). Results We included 103 children with RIS (67% girls, median age = 14.9 y). Children ≥ 12 y were more likely than children < 12 y to have CSF obtained (58% vs. 21%, adjusted odds ratio [AOR] = 4.9, p = 0.03). Pre-2017, girls were more likely than boys to have CSF obtained (n = 70, 79% vs. 52%, AOR = 4.6, p = 0.01), but not more recently (n = 30, 75% vs. 80%, AOR = 0.2, p = 0.1; p = 0.004 for interaction). Spinal MRIs were obtained sooner in children ≥ 12 y (median 11d vs. 159d, p = 0.03). Conclusions Younger children with RIS may be at continued risk for misdiagnosis and misclassification of MS risk. Consensus guidelines are needed.

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Mis-spliced transcripts generate de novo proteins in TDP-43-related ALS/FTD

January 2024

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113 Reads

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23 Citations

Science Translational Medicine

Functional loss of TDP-43, an RNA-binding protein genetically and pathologically linked to amyotrophic lateral sclerosis (ALS) and frontotemporal dementia (FTD), leads to inclusion of cryptic exons in hundreds of transcripts during disease. Cryptic exons can promote degradation of affected transcripts, deleteriously altering cellular function through loss-of-function mechanisms. Here, we show that mRNA transcripts harboring cryptic exons generated de novo proteins in TDP-43-depleted human iPSC-derived neurons in vitro, and de novo peptides were found in cerebrospinal fluid (CSF) samples from patients with ALS or FTD. Using coordinated transcriptomic and proteomic studies of TDP-43-depleted human iPSC-derived neurons, we identified 65 peptides that mapped to 12 cryptic exons. Cryptic exons identified in TDP-43-depleted human iPSC-derived neurons were predictive of cryptic exons expressed in postmortem brain tissue from patients with TDP-43 proteinopathy. These cryptic exons produced transcript variants that generated de novo proteins. We discovered that inclusion of cryptic peptide sequences in proteins altered their interactions with other proteins, thereby likely altering their function. Finally, we showed that 18 de novo peptides across 13 genes were present in CSF samples from patients with ALS/FTD spectrum disorders. The demonstration of cryptic exon translation suggests new mechanisms for ALS/FTD pathophysiology downstream of TDP-43 dysfunction and may provide a potential strategy to assay TDP-43 function in patient CSF.


Fig. 2: Prediction of the effects of depleting lymphocyte subpopulations in chronic active lesions. (a) Schematic workflow: starting from a snRNAseq dataset of the chronic active MS lesion edge, immune GRNs were computed and compared with GRN versions depleted of specific cell populations or of a gene of interest, using a machine learning tool for comparative single-cell network analysis (scTenifoldNet 20 for comparing the effect of cell removal and scTenifoldKnk 21 for the virtual knockout). The simulated significantly differentially perturbed features (genes) in the GRN comparison were analyzed for functional enrichment analysis. (b) Venn diagrams showing overlaps of significantly affected genes by in silico lymphocyte or BTK depletion. Most of these genes are known to regulate microglia or dendritic cell activities. (c) PCA plot and heatmap of the simulated distances from comparing the GRN of the original immune dataset vs the same dataset after removing specific cell populations. Wild type is the product of comparing the original dataset with itself using scTenifoldNet. This comparison serves as a reference for a null difference. The result suggests that the removal of T cells (followed by CD4 T-cells) should have a larger impact on the immune GRN at the chronic active lesion edge than removing other lymphocytes subpopulations or inhibiting BTK. The value in the tile of the heatmap is the Euclidean distance among the different comparisons; all distances are relative to the wild type comparison. The result supports the one presented in the PCA. Abbreviations: GRN: Gene regulatory network; BTK: Bruton's tyrosine kinase; dnT: CD4-CD8-double negative T cells; PCA: Principal component analysis.
Fig. 4: Lack of evolution of paramagnetic rim lesions after anti-CD20 treatment. Representative 3D T2*-weighted magnitude and unwrapped phase MRI images showing paramagnetic rim lesions (PRL) with persistent paramagnetic rims in (a) a 31-year-old with PPMS
Fig. 5: Lack of change in lesion volume and susceptibility in paramagnetic vs non-paramagnetic rim lesions. Paramagnetic rim lesions (PRL) and non-PRL average adjusted log-lesion volume over time (a) and magnetic susceptibility, derived from quantitative susceptibility mapping (QSM) (b) in treated and untreated cases. The average log-lesion volume and susceptibility were higher in PRL when compared with non-PRL (multivariable linear mixed model, p < 0.0001). There was no significant treatment effect for PRL or non-PRL average adjusted loglesion volume (multivariable linear mixed model, p = 0.68). Average susceptibility slightly decreased over time in both treated and untreated non-PRL (multivariable linear mixed model, p < 0.0001 and p = 0.006, respectively) but not in treated and untreated PRL (multivariable linear mixed model, p = 0.18). Abbreviations: PRL, paramagnetic rim lesions; treated/untreated, treated/untreated with anti-CD20 antibody therapy; ppm, parts per million.
B cell depletion therapy does not resolve chronic active multiple sclerosis lesions

July 2023

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247 Reads

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19 Citations

EBioMedicine

Background: Chronic active lesions (CAL) in multiple sclerosis (MS) have been observed even in patients taking high-efficacy disease-modifying therapy, including B-cell depletion. Given that CAL are a major determinant of clinical progression, including progression independent of relapse activity (PIRA), understanding the predicted activity and real-world effects of targeting specific lymphocyte populations is critical for designing next-generation treatments to mitigate chronic inflammation in MS. Methods: We analyzed published lymphocyte single-cell transcriptomes from MS lesions and bioinformatically predicted the effects of depleting lymphocyte subpopulations (including CD20 B-cells) from CAL via gene-regulatory-network machine-learning analysis. Motivated by the results, we performed in vivo MRI assessment of PRL changes in 72 adults with MS, 46 treated with anti-CD20 antibodies and 26 untreated, over ∼2 years. Findings: Although only 4.3% of lymphocytes in CAL were CD20 B-cells, their depletion is predicted to affect microglial genes involved in iron/heme metabolism, hypoxia, and antigen presentation. In vivo, tracking 202 PRL (150 treated) and 175 non-PRL (124 treated), none of the treated paramagnetic rims disappeared at follow-up, nor was there a treatment effect on PRL for lesion volume, magnetic susceptibility, or T1 time. PIRA occurred in 20% of treated patients, more frequently in those with ≥4 PRL (p = 0.027). Interpretation: Despite predicted effects on microglia-mediated inflammatory networks in CAL and iron metabolism, anti-CD20 therapies do not fully resolve PRL after 2-year MRI follow up. Limited tissue turnover of B-cells, inefficient passage of anti-CD20 antibodies across the blood-brain-barrier, and a paucity of B-cells in CAL could explain our findings. Funding: Intramural Research Program of NINDS, NIH; NINDS grants R01NS082347 and R01NS082347; Dr. Miriam and Sheldon G. Adelson Medical Research Foundation; Cariplo Foundation (grant #1677), FRRB Early Career Award (grant #1750327); Fund for Scientific Research (FNRS).








Citations (50)


... In this same work, replication of these results in blood samples from C9ORF72 ALS patients and carriers did not lead to statistically significant results. Similarly, a recent study identified de novo proteins in the CSF of ALS/FTD patients as a result of the translation of several mRNA transcripts harboring cryptic exons, which resulted from the functional loss of TDP-43 in these disorders [81]. These studies open the door to potential new strategies to indirectly measure the function of TDP-43 in the CSF of ALS/FTD patients. ...

Reference:

In vivo diagnosis of TDP-43 proteinopathies: in search of biomarkers of clinical use
Mis-spliced transcripts generate de novo proteins in TDP-43-related ALS/FTD
  • Citing Article
  • January 2024

Science Translational Medicine

... According to the characteristics of high sensitivity of T2FLAIR to the low concentration of MRI contrast agent, CE-T2FLAIR had been used in the diagnoses and evaluation of multiple sclerosis, 9,12,13 meningeal disorders, [14][15][16][17][18] ...

MRI-Based Detection and Characterization of Leptomeningeal Contrast Enhancement in Multiple Sclerosis (P6.134)
  • Citing Article
  • April 2014

Neurology

... Similarly, identification of meningeal inflammation on imaging remains a challenge. Reich et al. 43 described the presence of enhancing meningeal foci on post-contrast FLAIR imaging ( Fig. 2) that were correlated with areas of meningeal inflammation on pathology. The presence of leptomeningeal enhancement on MRI was more common in progressive disease and was associated with a more severe disease course, consistent with previous pathological studies. ...

Leptomeningeal Contrast Enhancement In Multiple Sclerosis: A Possible Marker Of Inflammation In The Subarachnoid Space (S44.001)
  • Citing Article
  • April 2014

Neurology

... The CVS, CL, and PRL assessments were performed following previously published guidelines and methods (see eMethods for details). 12,[19][20][21] For the CVS, the percentage of perivenular lesions across all eligible brain lesions 20 was determined in each participant, hereafter termed "proportion of CVS-positive lesions." Scans were further dichotomized as perivenular positive vs perivenular negative (CVS-positive/ CVS-negative) based on the previously proposed "40% rule". ...

B cell depletion therapy does not resolve chronic active multiple sclerosis lesions

EBioMedicine

... [67][68][69] Moreover, exploratory analyses have demonstrated that higher doses of evobrutinib and tolebrutinib reduce slowly-expanding lesion (SEL) volumes in comparison to lower doses, suggesting there may be an effect of these drugs on chronic active lesions. 70,71 Another tyrosine kinase inhibitor, masitinib, inhibits microglia and mast cell activity and was shown to slow disability progression in a phase III trial. 72 Alpha-lipoic acid is a potent antioxidant and may inhibit lymphocyte migration across the BBB; a pilot study found a modest effect on walking performance in progressive MS. 73 Several repurposed drugs, such as the antidiabetic agent metformin and the antimalarial hydroxychloroquine, have pleiotropic effects in the CNS that may reduce axonal damage and promote remyelination. ...

MRI Outcomes from the Long-term Extension Study of Tolebrutinib in Patients with Relapsing Multiple Sclerosis: 2-Year Results (P6-3.012)
  • Citing Conference Paper
  • April 2023

Neurology

... Only lesions which were at least 3 mm in their longest axis were analyzed. 21 The appearance of each T 2 -FLAIR lesion was assessed independently on SWI and phase on separate days to avoid bias. A PRL was defined in accordance with the latest consensus guidelines. ...

Imaging Chronic Active Lesions in Multiple Sclerosis: a Consensus Statement from the North America Imaging in Multiple Sclerosis Cooperative (P11-3.009)
  • Citing Conference Paper
  • April 2023

Neurology

... This approach is less invasive and offers a more holistic view of disease compared to tissue biopsy [43][44][45]. Liquid biopsies can sample numerous genetic markers from free nucleic acids, including cfDNA, cell-free mtDNA, circulating tumor DNA, and cell-free RNA, extracellular vesicles, proteins, and metabolites [46]. ...

Cell-free DNA-based liquid biopsies in neurology

Brain

... Initial pathological investigations have indeed indicated a significantly higher prevalence of chronic active lesions featuring a rim of activated microglia in demyelinated areas in progressive MS compared to RRMS [112,113]. However, in vivo studies present conflicting findings, with some demonstrating a greater occurrence or proportion of PRLs in progressive MS [12,90,91,114], while others report a higher number of PRLs in RRMS [93,115]. Nevertheless, regardless of the disease subtype, all studies show that PRLs are associated with higher disability [114] or disability progression, higher relapse rates, cognitive decline [91,114,116], and other signs of a poor outcome. ...

Paramagnetic rim lesions are associated with pathogenic CSF profiles and worse clinical status in multiple sclerosis: A retrospective cross-sectional study
  • Citing Article
  • June 2022

Multiple Sclerosis

... Quantitative susceptibility mapping (QSM) 7 has recently emerged as a valuable technique to categorize MS lesions because it may reflect the level of demyelination and inflammation. In a combined MR imaging-histopathologic study, iso-and hypointense QSM lesions exhibited 100% specificity for remyelinated lesions, 8 while 95% of lesions with a QSM hyperintense rim (called paramagnetic rim lesions [PRLs]) corresponded to chronically active lesions. Conversely, QSM hyperintense lesions without a rim pattern demonstrated more heterogeneity and lack of a proper characterization. ...

A New Advanced MRI Biomarker for Remyelinated Lesions in Multiple Sclerosis

Annals of Neurology

... In 2021, the MAGNIMS-CMSC-NAIMS international consensus recommendations proposed a standardized MRI protocol for the use of MRI in MS patients that can also be applied in individuals with RIS [13]. For the diagnostic work-up, recommended brain sequences include T2-weighted three-dimensional (3D) fluid attenuated inversion recovery (FLAIR), axial T2-weighted, and post-Gd T1-weighted [13]. ...

2021 MAGNIMS-CMSC-NAIMS consensus recommendations on the use of MRI in patients with multiple sclerosis
  • Citing Article
  • June 2021