Cited by 18MicroRNA in disease regulationNeuroinflammation and Neurodegeneration MechanismsGenetics, Aging, and Longevity in Model Organisms

A spatio-temporal brain miRNA expression atlas identifies sex-independent age-related microglial driven miR-155-5p increase

Open access
Engel, Annika, Wagner, Viktoria, Hahn, Oliver, Foltz, Aulden G., Atkins, Micaiah, Beganovic, Amila, Guldner, Ian H., Lu, Nannan +6 more·2025·Nature Communications

Published version of a preprint

Abstract

An in-depth understanding of the molecular processes composing aging is crucial to develop therapeutic approaches that decrease aging as a key risk factor for cognitive decline. Herein, we present a spatio-temporal brain atlas (15 different regions) of microRNA expression across the mouse lifespan (7 time points) and two aging interventions. MicroRNAs are promising therapeutic targets, as they silence genes by complementary base-pair binding of messenger RNAs and mediate aging speed. We first established sex- and brain-region-specific microRNA expression patterns in young adult samples. Then we focused on sex-dependent and independent brain-region-specific microRNA expression changes during aging. We identified three sex-independent brain aging microRNAs (miR-146a-5p, miR-155-5p, and miR-5100). For miR-155-5p, we showed that these expression changes are driven by aging microglia and target mTOR signaling pathway components and other cellular communication pathways. In this work, we identify strong sex-brain-region-specific aging microRNAs and microglial miR-155-5p as a promising therapeutic target.

AI snapshot

Written from the paper’s full text.

TL;DR

This paper presents a spatio-temporal atlas of microRNA expression across 15 mouse brain regions and seven ages, identifying sex-independent aging miRNAs including miR-155-5p, miR-146a-5p, and miR-5100. It further shows that age-related miR-155-5p increase is likely driven by microglia and is associated with altered mTOR and cell-communication pathway targets.

Key findings

  • From 844 bulk-sequenced samples across 15 brain regions and ages 3, 12, 15, 18, 21, 26, and 28 months, 828 samples (98%) passed QC and 1,174 miRNAs were retained; brain region explained 54% of miRNA variance, while age explained 0.6% and sex 0.2%.
  • Three sex-independent cross-region aging miRNAs increased with age: miR-155-5p in eight regions, miR-146a-5p in six regions, and miR-5100 in ten regions.
  • In FACS-sorted microglia from young (3 months) and aged (21 months) male mice, 59 miRNAs were upregulated and 70 downregulated; miR-155-5p showed the highest fold change among upregulated miRNAs (fold change 3.58, raw p = 0.002, adjusted p = 0.659).
  • Aging interventions showed little miRNA effect: acute dietary restriction had only miR-451a significantly changed across regions, and young mouse plasma injection showed no significant expression changes in any region. Human ROSMAP data showed no overlap of age-deregulated miRNAs in the same direction with mouse motor cortex.

Methods

  • Male and female C57BL/6JN mice were used for bulk small RNA sequencing of 15 brain regions across seven ages; microglia were isolated by FACS from young and aged male mice, and additional cohorts received acute dietary restriction or young mouse plasma injection.
  • Analyses included Spearman rank correlations with age, differential expression using two-sided Welch’s t-tests with Benjamini-Hochberg adjustment, PVCA, UMAP, c-means trajectory clustering, GSEA via miEAA 2023, and correlation of miR-155-5p with mRNA targets from matched bulk mRNA data.
  • Human validation used ROSMAP miRNA data binned by age of death and compared with mouse motor cortex as the closest matching region.

Limitations

  • Stated: restricted transferability to humans; technical challenges for cell-type-specific miRNA analysis because common single-cell methods cannot assess mature miRNAs due to lack of polyA tails; FACS sorting excluded CD45+ cells, thereby excluding a subset of resident microglia whose CD45 can increase with age; uncertainty about microglial states in aDR and YMP; limited access to aged mice, especially females, so microglia data were limited to male samples; validation in other mouse strains would strengthen hypotheses.
  • Evident from the text: the human ROSMAP comparison found no overlap of age-deregulated miRNAs in the same direction with mouse motor cortex, and the authors note the human time course may be too short at the end of lifespan to capture trends.
  • Evident from the text: the microglial miR-155-5p increase did not reach significance after multiple-testing adjustment (adjusted p = 0.659), although the raw p-value was 0.002.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.1038/s41467-025-59860-6

Cites

72 of 72 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

6 of 15 cited sources checked · 3 supported · 1 flagged · accuracy not yet measured

  • Interpretationreasoning

    Using NGS methods combined with a greater sample size of each sex enabled identification of more expressed miRNAs than previous micro-array-based studies with up to 13 regions in male mice.

    “Previously, only micro-array-based studies were performed with up to 13 regions in male mice18,19. Using NGS methods combined with a greater sample size of each sex enabled us to identify more expressed miRNAs.”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [18] Juhila, J. et al. MicroRNA expression profiling reveals miRNA families regulating specific biological pathways in mouse frontal cortex and hippocampus. PLoS One 6, e21495 (2011). source

      Queued — the background check reaches it, usually within a day.

    • cites [19] Bak, M. et al. MicroRNA expression in the adult mouse central nervous system. RNA 14, 432–444 (2008). source
  • Findingown data

    There is a strong overlap of expressed core miRNAs between our young/aged microglia and data from Walsh et al.

    “We compared the miRNA expression of our young/aged microglia to data from Walsh et al.40 and found a strong overlap of expressed core miRNAs (Fig. 5b).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [40] Walsh, A. D. et al. Mouse microglia express unique miRNA-mRNA networks to facilitate age-specific functions in the developing central nervous system. Commun. Biol. 6, 555 (2023). source
  • Interpretationcitation

    MiR-155-5p and miR-146a-5p expression is likely driven by microglia, as both showed an over 10-fold enrichment in microglia compared to brainstem.

    “MiR-155-5p and miR-146a-5p expression is likely driven by microglia, as both showed an over 10-fold enrichment in microglia compared to brainstem38,39 (Fig. 5a, Supplementary Fig. 9a).”
    Quote in the paperSubstantial claim2 of 2 sources checked
    • cites [38] Hoye, M. L. et al. MicroRNA profiling reveals marker of motor neuron disease in ALS models. J. Neurosci. 37, 5574–5586 (2017). source

      The Significance Statement (page unavailable) describes miR-155 as glial-enriched, and the Discussion says the authors identified microglia-enriched miRNAs. The passages in our copy do not identify miR-146a-5p as microglia-enriched or report over 10-fold enrichment for either miRNA compared with brainstem. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
    • cites [39] Pomper, N., Liu, Y., Hoye, M. L., Dougherty, J. D. & Miller, T. M. CNS microRNA profiles: a database for cell type enriched microRNA expression across the mouse central nervous system. Sci. Rep. 10, 4921 (2020). source

      The Results section’s Table 1 counts miRNAs enriched in brainstem microglia but does not identify miR-155-5p or miR-146a-5p or give their fold enrichment. Searches for both miRNAs and the claimed over-10-fold comparison found no passage in our copy that verifies it; the paper’s reference to a miR-155 study does not supply those measurements. (LLM, conf=0.72)

      Experimental — accuracy not yet measured
  • Findingown data

    MiR-146a-5p was observed as a cross-region age-related miRNA in six brain regions: corpus callosum, mot. cortex, caudate putamen, olfactory bulb, choroid plexus and thalamus.

    “miR-146a-5p in six (corpus callosum, mot. cortex, caudate putamen, olfactory bulb, choroid plexus and thalamus)”
    Quote in the paperNot a substantial claim
  • Findingown data

    In choroid plexus in males, more than 280 miRNAs were upregulated at 15 months and all later time points.

    “However, more than 280 miRNAs were upregulated at 15 months and all later time points in males in this region (Fig. 3d).”
    Quote in the paperNot a substantial claim
  • May combine two claims. 65
  • Classified as probably not a substantial claim. 41
  • The quote only partly states this claim. 1
  • May combine two claims.

    Premisecitation

    CD11b+/CD45+ brain cells are mainly infiltrating macrophages, so we exclude these macrophages with our sorting strategy.

    “As CD11b+/CD45+ brain cells are mainly infiltrating macrophages53, we exclude these macrophages with our sorting strategy.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [53] Rayaprolu, S. et al. Flow-cytometric microglial sorting coupled with quantitative proteomics identifies moesin as a highly-abundant microglial protein with relevance to Alzheimer's disease. Mol Neurodegener. 15, 28 (2020). source

      The Methods section (Acute isolation of CD11b-positive microglia; page unavailable) says CD11b+ brain myeloid cells are predominantly microglia, while CD45high brain-infiltrating macrophages make up less than 5% of them. It also says the authors sorted CD11b+ cells rather than using a CD11b+CD45int selection strategy. This contradicts the cited premise that these cells are mainly infiltrating macrophages. (LLM, conf=0.90)

      Checked by a reasoning model — may be wrong.

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    MiR-9-5p is known to be involved in neurogenesis, axon development, differentiation, and proliferation of neural progenitor cells.

    “MiR-9-5p is known to be involved in neurogenesis, axon development, differentiation, and proliferation of neural progenitor cells27.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [27] Sim, S. E. et al. The brain-enriched MicroRNA miR-9-3p regulates synaptic plasticity and memory. J. Neurosci. 36, 8641–8652 (2016). source
  • May combine two claims.

    Findingown data

    For miRNAs, sex was responsible for 0.2% of variation and 2.8% in combination with brain region.

    “The variable sex was responsible for 0.2% of the variation and for 2.8% in combination with the brain region (Fig. 1g).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    GSEA over miRNAs in motor cortex, caudate putamen, and thalamus revealed overlaps between regulated pathways; 'cerebral cortex radially oriented cell migration' was depleted in all three regions and 'complement-dependent cytoxicity' was enriched.

    “A gene set enrichment analysis (GSEA) over the miRNAs in mot. cortex, caudate putamen, and thalamus revealed overlaps between regulated pathways (Fig. 2e). E.g., “cerebral cortex radially oriented cell migration” was depleted in all three regions and “complement-dependent cytoxicity” was enriched.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Cluster 52 contained only one trajectory and was excluded from further evaluations.

    “Note, cluster 52 contained only one trajectory; hence, we excluded it from further evaluations.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Correlating each feature with age per brain region revealed 720 positive correlated tRNAs and 127 negatively correlated miRNAs (51 positively correlated miRNAs).

    “Correlating each feature with age per brain region revealed 720 positive correlated tRNAs and 127 negatively correlated miRNAs (51 positively correlated miRNAs, Fig. 1b).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    In motor cortex, 26 miRNAs were significantly upregulated and one miRNA significantly downregulated between male and female.

    “In the motor cortex, 26 miRNAs were significantly upregulated and one miRNA significantly downregulated.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    For the aDR study, 1345 features were obtained after filtering.

    “For both, we mapped 1966 features and obtained 1345 and 1382 features after filtering, respectively.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    miR-5100 was not detected in microglia.

    “Unfortunately, miR-5100 was not detected.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    For the YMP study, 1382 features were obtained after filtering.

    “For both, we mapped 1966 features and obtained 1345 and 1382 features after filtering, respectively.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    In our aging brain region-specific miRNA atlas, we identified region-specific miRNA signatures, especially in the olfactory bulb and cerebellum in males and medulla and pons in females.

    “In our aging brain region-specific miRNA atlas, we identified region-specific miRNA signatures, especially in the olfactory bulb and cerebellum in males and medulla and pons in females.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    For YMP, no significant miR-155-5p expression changes compared to control groups were detected, but decreased expression was observed in corpus callosum, cerebellum, caudate putamen, medulla, and choroid plexus and an increase in mot. cortex.

    “Similarly, for YMP, we did not detect any significant miR-155-5p expression changes compared to control groups, however we observed decreased expression in corpus callosum, cerebellum, caudate putamen, medulla, and choroid plexus and an increase in mot. cortex (Supplementary Fig. 9k).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    miR-155-5p and miR-146a-5p were significantly correlated with age in males and females.

    “Apart from miR-5100, miR-155-5p and miR-146a-5p were significantly correlated with age in males and females”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Two clusters (24 and 38) exhibited a continuous decrease in expression. Neither of these clusters were region-specific.

    “Two clusters (24 and 38) exhibited a continuous decrease in expression. Neither of these clusters were region-specific.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    An aggregation of significant results showed a high number of significantly upregulated miRNAs in choroid plexus (214 miRNAs) and significant downregulation in pons (94 miRNAs), SVZ (82 miRNAs) and choroid plexus (54 miRNAs).

    “An aggregation of the significant results resolved showed a high number of significantly upregulated miRNAs in choroid plexus (214 miRNAs) and significant downregulation in pons (94 miRNAs), SVZ (82 miRNAs) and choroid plexus (54 miRNAs) (Supplementary Fig. 4f).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    In the olfactory bulb, median expression of miR-9-5p was over 100k rpmm.

    “In the olfactory bulb, we detected a median expression of over 100k rpmm.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    MiR-10b-3p and miR-10b-5p were signature miRNAs in the medulla and shared between medulla and pons were miR-1a-1-5p and miR-10a-3p/5p.

    “MiR-10b-3p and miR-10b-5p were the signature miRNAs in the medulla and shared between medulla and pons were miR-1a-1-5p and miR-10a-3p/5p.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    In combined analysis, fewer miRNAs were significantly positively correlated with age and more were significantly anti-correlated, especially driven by 75 anticorrelated miRNAs in pons.

    “We found less miRNAs significantly positively correlated with age in the combined analysis and more miRNAs significantly anti-correlated, especially driven by 75 anticorrelated miRNAs in pons.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    59 miRNAs were upregulated in aged microglia and 70 miRNAs downregulated.

    “A detailed analysis of deregulated miRNA between these two groups revealed 59 miRNAs upregulated in aged microglia and 70 miRNAs downregulated (cf. Methods, Fig. 5f, Supplementary Data 11).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    The microglia dataset consisted of 8 samples, all of which survived filtering, and 419 features survived filtering using an adjusted threshold of 1.8 million reads.

    “The microglia dataset consisted of 8 samples, of which all samples and 419 features survived the filtering using an adjusted threshold of 1.8 million reads.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    For the YMP study, 68 out of 84 samples were kept after filtering.

    “and 68 out of 84 samples for the YMP study.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    In females, 63 miRNAs were significantly positively correlated in choroid plexus and 13 were significantly anti-correlated in the SVZ.

    “In females, 63 miRNAs were significantly positively correlated in choroid plexus and 13 were significantly anti-correlated in the SVZ.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    Human ROSMAP data after filtering yielded 203 samples and 280 miRNAs.

    “So, after filtering, we obtained 203 samples and 280 miRNAs.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    The average number of significantly age-correlated miRNAs in a +/−10kb window is 5.27 on the same strand and 0.25 on the opposite strand.

    “As a reference, the average number in this defined neighborhood is 5.27 on the same strand and 0.25 miRNAs on the opposite strand.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In females, region-specific miRNAs and significant age-related miRNAs were detected, but no simultaneously region-specific and age-related miRNAs were detected.

    “In females, we detected region-specific miRNAs as well as significant age-related ones, but again, no simultaneously region-specific and age-related miRNAs were detected.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Findingcitation

    For 66 of the 82 target genes, expression values from 809 samples matching to the miRNA samples were obtained using gene data from Hahn et al.

    “Using the gene data from Hahn et al.3, we obtained for 66 of the target genes expression values from 809 samples matching to the miRNA samples.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Hahn et al. [3] Hahn, O. et al. Atlas of the aging mouse brain reveals white matter as vulnerable foci. Cell 186, 4117–4133 e4122 (2023). source

      Queued — the background check reaches it, usually within a day.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Analyzing the composition of expressed counts per brain region indicated a homogenous distribution.

    “Analyzing the composition of expressed counts per brain region indicated a homogenous distribution (Supplementary Fig. 1f).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    In females, pons and medulla exhibited strong regional expression signatures, each forming a separate cluster.

    “In females, pons and medulla exhibited strong regional expression signatures, by each forming a separate cluster.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Between oldest (92-102 years) and youngest (71-80 years) human ROSMAP groups, 144 downregulated and 10 upregulated miRNAs were found in females and 42 downregulated and 32 upregulated miRNAs in males.

    “Between the oldest (92–102 years) and the youngest (71–80 years) group, we found 144 downregulated and 10 upregulated miRNAs in females and 42 downregulated and 32 upregulated miRNAs in males (Fig. 3g, cf. Methods).”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    For the aging cohort, after filtering, 828 samples and 1174 miRNAs were kept.

    “from which we kept 828 samples and 1174 miRNAs (3424 lncRNAs, 605 piRNAs, 194 rRNAs, 27 scaRNAs, 672 snoRNAs, 705 snRNAs and 404 tRNAs).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    For five regions, the share of variation explainable by age (>12%) dominated over the share explainable by sex (<10%) and the combination between age and sex (<3%).

    “However, our study focusses on age-related miRNA expression patterns and for five regions the share of variation explainable by age (>12%) dominated over the share explainable by sex (<10%) and the combination between age and sex (<3%) (Fig. 2c).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Cerebellum and choroid plexus stood out with 511 and 308 distinct miRNAs over all age comparisons, respectively.

    “Especially the brain regions cerebellum and choroid plexus stood out with 511 and 308 distinct miRNAs over all age comparisons, respectively.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    For the aging cohort, 844 samples were sequenced and 1966 miRNAs were obtained before filtering.

    “For the aging cohort, we obtained 844 sequenced samples and 1966 miRNAs (9139 lncRNAs, 30930 piRNAs, 356 rRNAs, 51 scaRNAs, 1542 snoRNAs, 1390 snRNAs and 408 tRNAs) from which we kept 828”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    MiR-212-3p was significantly anti-correlated with age in males and miR-3473e in females, both for two brain regions.

    “MiR-212-3p was significantly anti-correlated with age in males and miR-3473e in females, both for two brain regions, namely olfactory bulb and corpus callosum, hippocampus anterior and olfactory bulb, respectively.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    11 miRNAs were significantly anti-correlated (e.g., miR-18a-5p in olfactory bulb and pons) and 7 were significantly positively correlated in multiple tissues (e.g., miR-155-5p in corpus callosum, mot. cortex, caudate putamen, medulla, choroid plexus, SVZ, thalamus, and vis. cortex).

    “We found 11 miRNAs significantly anti-correlated (e.g., miR-18a-5p in olfactory bulb and pons) and 7 significantly positively correlated in multiple tissues (e.g., miR-155-5p in corpus callosum, mot. cortex, caudate putamen, medulla, choroid plexus, SVZ, thalamus, and vis. cortex).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    IsomiRs of miR-155-5p followed a similar trend of increase during aging in all regions, but the archetype form dominated.

    “We found that isomiRs of miR-155-5p followed a similar trend of increase during aging in all regions, but the archetype form dominated (Fig. 5g, Supplementary Fig. 10a).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Neither sex nor age can be identified as strong factors driving distinct grouping in UMAP visualization of young adult mice.

    “Neither sex nor age can be identified as strong factors driving a distinct grouping in the UMAP visualization (Supplementary Fig. 2g and 2h).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In females, 76 significantly positively age-correlated miRNAs were observed and a matching high count of upregulated miRNAs is observed within age comparisons across all regions.

    “In females, we observed 76 significantly positively age-correlated miRNAs (Fig. 3b) and a matching high count of upregulated miRNAs is observed within the age comparisons across all regions (Fig. 3d).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Cyclin H (CCNH) and the basic helix-loop protein (ARNLT) were significantly anti-correlated in five and six different regions, respectively.

    “Cyclin H (CCNH) and the basic helix-loop protein (ARNLT) were significantly anti-correlated in five and six different regions, respectively.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    For miRNAs, age as an independent factor introduced 0.6% of variation and 3.8% in combination with brain region.

    “Age, as an independent factor, introduced 0.6% of the variation and 3.8% in combination with the brain region.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    SVZ, choroid plexus, and pons shared 11 miRNAs, the highest number of shared miRNAs and regions.

    “SVZ, choroid plexus, and pons shared 11 miRNAs, comprising the highest number of shared miRNAs and regions.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    During aging, miR-9-5p expression in the olfactory bulb slightly decreased over the lifespan in males but remained mostly stable in females.

    “However, the expression in the olfactory bulb slightly decreased over the lifespan in males but remained mostly stable in females.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Thalamus and corpus callosum exhibited solely sex-driven variances above 10% but equally strong solely age-driven variances.

    “Thalamus and corpus callosum also exhibited solely sex-driven variances above 10% but equally strong solely age-driven variances.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    For the aDR study, 118 samples were sequenced and 113 were kept after filtering.

    “This resulted in 118 sequenced and 113 kept samples for the aDR study”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    tRNA-Glu-TTC-1-1 was significantly positively correlated with age in both sexes in multiple brain regions.

    “We exemplary highlight a tRNA (tRNA-Glu-TTC-1-1), which was significantly positively correlated in both sexes in multiple brain regions (Fig. 1c).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Cluster center lines containing trajectories from miR-5100 showed an increasing tendency.

    “Looking at cluster center lines containing trajectories from miR-5100, we observed an increasing tendence (Supplementary Fig. 8c).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    In males, corpus callosum, visual cortex, and olfactory bulb were the most prominent regions affected by miRNA expression changes, as opposed to choroid plexus in females.

    “In males, corpus callosum, visual cortex, and olfactory bulb were the most prominent regions affected by miRNA expression changes, as opposed to choroid plexus in females.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    If a cluster has a high region-specificity, there are no more than two to three miRNA trajectory occurrences in most cases. In contrast, clusters with multiple miRNA trajectory occurrences tend to have lower region-specificity.

    “If a cluster has a high region-specificity, there are no more than two to three miRNA trajectory occurrences in most cases. In contrast, clusters with multiple miRNA trajectory occurrences tend to have lower region-specificity.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    MiR-155-5p, miR-146a-5p, and miR-5100 were significantly positively correlated with age in males and females.

    “MiR-155-5p, miR-146a-5p, and miR-5100 were significantly positively correlated with age in males and females, exhibiting a strong aging signature independent from sex and region.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    MiR-155-5p and miR-146a-5p were expressed in microglia above a threshold of 3 rpmm, miR-5100 was not.

    “MiR-155-5p and miR-146a-5p were expressed in microglia above a threshold of 3 rpmm, miR-5100 was not.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In hippocampus posterior, 196 miRNAs were commonly downregulated at 26 and 28 months of age, even though no significantly anti-correlated miRNA was found.

    “In hippocampus posterior 196 miRNAs were commonly downregulated at 26 and 28 months of age, even though no significantly anti-correlated miRNA was found.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    In sex-separated analysis, the most pronounced miRNA expression changes in females were in choroid plexus, SVZ, and hippocampus; in males, expression changes in the visual cortex, olfactory bulb, and corpus callosum dominated.

    “In sex-separated analysis, we found the most pronounced miRNA expression changes in females in choroid plexus, SVZ, and hippocampus. While in males, expression changes in the visual cortex, olfactory bulb, and corpus callosum dominated.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    We reproduced previous findings of miR-200 exclusively expressed in olfactory bulb in males and extend this knowledge to equal region-specific expression in females.

    “We reproduced previous findings of miR-200 exclusively expressed in olfactory bulb in males and extend this knowledge to equal region-specific expression in females.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    In males, 12 miRNAs were significantly positively correlated in the vis. cortex and 12 miRNAs were significantly anti-correlated in olfactory bulb.

    “In males, 12 miRNAs were significantly positively correlated in the vis. cortex and in olfactory bulb 12 miRNAs were significantly anti-correlated (Fig. 3b, Supplementary Data 4).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    MiR-9-5p is highly expressed in all regions, though it is not amongst the 50 most variable miRNAs.

    “MiR-9-5p is highly expressed in all regions (Supplementary Fig. 2j), though it is not amongst the previously defined 50 most variable miRNAs (Supplementary Fig. 2i).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    In our dataset, we discovered altered isomiR expression for miR-155-5p and an expression change in a target gene (CISH) exclusively in medulla.

    “In our dataset, we discovered altered isomiR expression for miR-155-5p and an expression change in a target gene (CISH) exclusively in medulla.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    In females, cerebellum exhibited an even higher upregulation trend starting at 12 months of age with 451 upregulated miRNAs, but no significant age-correlated miRNAs were observed.

    “While the cerebellum exhibited an even higher upregulation trend in females starting at 12 months of age with 451 upregulated miRNAs, no significant age-correlated miRNAs were observed.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    We found an average read count per sample of over 21 million for aDR and 23 million for YMP.

    “We found an average read count per sample of over 21 million for aDR and 23 million for YMP (Supplementary Fig. 9d and 9e).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    For females, the signature is less pronounced, but a distinct expression of miR-200 family members persisted (miR-200b/c-5p).

    “For the females, the signature is less pronounced, but a distinct expression miR-200 family members persisted (miR-200b/c-5p).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Neither sex nor age was identified as strong drivers for grouping in the UMAP visualization of features.

    “Neither sex nor age was identified as strong drivers for grouping (Supplementary Fig. 1d and 1e).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    In the mTOR pathway, 67 genes are included.

    “In the mTOR pathway are 67 genes included45.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [45] Schaefer, C. F. et al. PID: the pathway interaction database. Nucleic Acids Res. 37, D674–D679 (2009). source

      Queued — the background check reaches it, usually within a day.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductreasoning

    Limitations of our study include restricted transferability to humans and technical challenges of analysis of cell-type specific miRNA patterns.

    “Limitations of our study include, aside from restricted transferability to humans, the limitations arising from technical challenges of analysis of cell-type specific miRNA patterns.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Both miR-155-5p and miR-146a-5p regulate neuroinflammation and are implicated in neurodegenerative diseases.

    “Given that both miR-155-5p and miR-146a-5p regulate neuroinflammation and are implicated in neurodegenerative diseases28, their roles in brain aging present compelling targets for further investigations.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [28] Danka Mohammed, C. P., Park, J. S., Nam, H. G. & Kim, K. MicroRNAs in brain aging. Mech. Ageing Dev. 168, 3–9 (2017). source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    On average, over 55% of the reads were mapped to miRNAs and 113 of 118 samples (96%) for aDR and 68 of 84 (81%) for YMP passed our quality control.

    “On average, over 55% of the reads were mapped to miRNAs (Supplementary Fig. 9f and 9g) and 113 of 118 samples (96%) for aDR and 68 of 84 (81%) for YMP passed our quality control (Supplementary Data 1).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    The aDR study with C3B6F1 mice was performed in accordance with FELASA recommendations and approved by the Landesamt für Natur, Umwelt und Verbraucherschutz, Nordrhein-Westfalen, Germany.

    “The aDR study with C3B6F1 mice was performed in accordance with the recommendations and guidelines of the Federation of the European Laboratory Animal Science Association (FELASA), with all protocols approved by the Landesamt für Natur, Umwelt und Verbraucherschutz, Nordrhein-Westfalen, Germany (84-02.04.2015.A437).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationown data

    These sex-specific changes potentially relate to sex-specific regulation of distinct pathways.

    “These changes potentially relate to sex-specific regulation of distinct pathways.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    MiR-200 family members in the olfactory bulb are crucial to mediate neuronal maturation through targeting Zeb2 during postnatal development.

    “MiR-200 family members in the olfactory bulb are crucial to mediate neuronal maturation through targeting Zeb2 during postnatal development22.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [22] Beclin, C. et al. miR-200 family controls late steps of postnatal forebrain neurogenesis via Zeb2 inhibition. Sci. Rep. 6, 35729 (2016). source

      Checked before — its earlier verdict is held back until a new check runs.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    Over 55% of reads mapped to miRNAs.

    “over 55% of reads mapped to miRNAs (Supplementary Fig. 1b).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). The quote only partly states this claim.

    Study design and conductnone given

    All experiments were performed in accordance with institutional guidelines approved by the VA Palo Alto Committee on Animal Research.

    “All experiments were performed in accordance with institutional guidelines approved by the VA Palo Alto Committee on Animal Research.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    This indicates a strong expression decrease between 21 and 26 months, which was not detectable via correlation.

    “This indicates a strong expression decrease between 21 and 26 months, which was not detectable via correlation.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    Age-related miRNAs occur in a region-dependent manner, but these miRNAs were not amongst the highest variable ones between all regions.

    “In contrast, even though age-related miRNAs occur in a region-dependent manner, these miRNAs were not amongst the highest variable ones between all regions.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    828 of 844 samples (98%) passed quality control.

    “828 of 844 samples (98%) passed quality control (Supplementary Data 1 and 2).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationreasoning

    It is possible that trends observed within the mouse data could be present in humans but cannot be captured during this short time course at the end of the human life span.

    “As the youngest human age of 71 years roughly compares to the last time point of the mouse data (28 months), it is possible that the trends observed within the mouse data could be present in humans but cannot be captured during this short time course at the end of the human life span.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The youngest human age of 71 years roughly compares to the last time point of the mouse data (28 months).
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    miRTargetLink 2.0 provided 82 target genes for mmu-miR-155-5p, considering all functional ones.

    “miRTargetLink 2.043 provided 82 target genes for the feature mmu-miR-155-5p, considering all functional ones.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [43] Kern, F. et al. miRTargetLink 2.0-interactive miRNA target gene and target pathway networks. Nucleic Acids Res. 49, W409–W416 (2021). source

      Checked before — its earlier verdict is held back until a new check runs.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Sex differences in pathologies as well as neural properties and associated mechanisms have been reported previously for caudate putamen, e.g., in humans for fiber connection strength.

    “Sex differences in pathologies as well as neural properties and associated mechanisms have been reported previously for caudate putamen24, e.g., in humans for fiber connection strength.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [24] Wong, J. E., Cao, J., Dorris, D. M. & Meitzen, J. Genetic sex and the volumes of the caudate-putamen, nucleus accumbens core and shell: original data and a review. Brain Struct. Funct. 221, 4257–4267 (2016). source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    Exceptions like the overlap of hippocampus anterior and posterior can be explained by their anatomical and functional proximity.

    “Exceptions like the overlap of hippocampus anterior and posterior can be explained by their anatomical and functional proximity.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductreasoning

    We chose to exclude CD45+ cells to distinguish resident microglia from infiltrating immune cells, thereby excluding a subset of resident microglia, as the expression of CD45 can increase with age in resident microglia.

    “We chose to exclude CD45+ cells to distinguish resident microglia from infiltrating immune cells. However, we thereby exclude a subset of resident microglia, as the expression of CD45 can increase with age in resident microglia.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The expression of CD45 can increase with age in resident microglia.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    During sex-specific analysis, the study was limited to 14 brain regions and timepoints up to 21 months due to an insufficient number of older female samples.

    “During sex-specific analysis, we were limited to 14 brain regions and timepoints up to 21 months due to an insufficient number of older female samples.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    Sex-specific miRNA expression patterns persist during the entire lifespan and dominate over age-related expression changes, especially strong in the motor cortex and caudate putamen.

    “In summary, we found sex-specific miRNA expression patterns that persist during the entire lifespan and dominate over age-related expression changes, especially strong in the motor cortex and caudate putamen.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    All animal care and procedures complied with the Animal Welfare Act and were in accordance with institutional guidelines and approved by the institutional administrative panel of laboratory animal care at Stanford University.

    “All animal care and procedures complied with the Animal Welfare Act and were in accordance with institutional guidelines and approved by the institutional administrative panel of laboratory animal care at Stanford University.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    On average, read count was over 9.5 million per group when aggregating all samples according to brain region and age.

    “On average we found a read count of over 9.5 million per group, when aggregating all samples according to brain region and age (Supplementary Fig. 1a)”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    In caudate putamen the miR-155-5p increase lead to a strong ARNTL decrease, whereas in medulla the decrease was less pronounced.

    “In caudate putamen the miR-155-5p increase lead to a strong ARNTL decrease, whereas in medulla the decrease was less pronounced.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    miR-155-5p, miR-146a-5p, and miR-5100 are cross-sex brain aging miRNAs.

    “These observations indicated miR-155-5p, miR-146a-5p, and miR-5100 as cross-sex brain aging miRNAs (Supplementary Data 9).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    These results indicate that expression is drastically increased between 12 and 15 months and remained constantly high thereafter.

    “These results indicate that the expression is drastically increased between 12 and 15 months and remained constantly high thereafter.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    MiR-1 and miR-10b were previously reported to regulate BDNF, an important protein involved in synaptogenesis, memory, and learning.

    “MiR-1 and miR-10b were previously reported to regulate BDNF (brain-derived neurotrophic factor) an important protein involved in synaptogenesis, memory, and leaning23.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [23] Varendi, K., Kumar, A., Harma, M. A. & Andressoo, J. O. miR-1, miR-10b, miR-155, and miR-191 are novel regulators of BDNF. Cell Mol. Life Sci. 71, 4443–4456 (2014). source

      Checked before — its earlier verdict is held back until a new check runs.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    In a previous study examining expression by bulk sequencing, peaks of deregulation at 12 and 18 months were observed in the brain without regional resolution.

    “In our previous study, which examined the expression by bulk sequencing, we observed peaks of deregulation at 12 and 18 months in the brain without any regional resolution31.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [31] Wagner, V. et al. Characterizing expression changes in noncoding RNAs during aging and heterochronic parabiosis across mouse tissues. Nat. Biotechnol. 42, 109–118 (2024). source

      Checked before — its earlier verdict is held back until a new check runs.

  • May combine two claims.

    Interpretationreasoning

    This atlas offers a comprehensive map of miRNA expression across different brain regions in a sex-specific manner, which was previously nonexistent.

    “In sum, this atlas offers a comprehensive map of miRNA expression across different brain regions in a sex-specific manner, which was previously nonexistent”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    Regional miRNA expression patterns occur in a sex independent manner in anterior and posterior brain regions, and strong sex-specific regional patterns rather occur in central brain regions (corpus callosum, motor cortex, choroid plexus, thalamus).

    “Hence, we concluded that regional miRNA expression patterns occur in a sex independent manner in anterior and posterior brain regions, and strong sex-specific regional patterns rather occur in central brain regions (corpus callosum, motor cortex, choroid plexus, thalamus).”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    For the aDR study with C57BL/6JN mice, 18-months-old mice were randomly assigned to AL or aDR.

    “For the aDR study with C57BL/6JN mice, 18-months-old mice were randomly assigned to AL or aDR.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing), S4 (based).

    Study design and conductreasoning

    Another limitation is the question of whether different microglial states in aDR and YMP exist with respectively specific miRNA expression patterns.

    “Another limitation is the question of whether different microglial states in aDR and YMP exist with respectively specific miRNA expression patterns.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductreasoning

    Due to limited access to aged mice, especially females, this was not possible in this study. Therefore, also our microglia data is also limited to male samples.

    “Due to limited access to aged mice, especially females, this was not possible in this study. Therefore, also our microglia data is also limited to male samples.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationown data

    The fact that these peaks were not observed across all brain regions in this study highlights the importance of a region-specific investigation.

    “The fact that we did not observe these peaks across all brain regions in this study highlights the importance of a region-specific investigation.”
    Quote in the paperNot a substantial claim
92 of 92
  • The paper relies on this without support.

    Inbred mouse samples minimize genetic and environmental variability, creating a baseline of miRNA expression with minimal confounding factors.

    “We decided to use inbred mouse samples to minimize genetic and environmental variability, creating a baseline of miRNA expression with minimal confounding factors.”
  • The paper relies on this without support.

    A baseline of miRNA expression with minimal confounding factors is essential for human studies.

    “A baseline is essential for human studies as these are challenging due to the sparse availability of unaffected brains, genetic and environmental heterogeneity, varying post-mortem intervals, and hence varying sample quality.”
  • The paper relies on this without support.

    The youngest human age of 71 years roughly compares to the last time point of the mouse data (28 months).

    “As the youngest human age of 71 years roughly compares to the last time point of the mouse data (28 months), it is possible that the trends observed within the mouse data could be present in humans but cannot be captured during this short time course at the end of the human life span.”
  • The paper relies on this without support.

    mmu-miR-146a-5p is a known cholino-miRNA.

    “In particular, mmu-miR-146a-5p, one of the cross-region age-related miRNAs is a known cholino-miRNA.”
  • The paper relies on this without support.

    PTPRJ activates MAPK1, which is an important player during extracellular signaling and various cellular processes.

    “PTPRJ activates MAPK1, which is an important player during extracellular signaling and various cellular processes.”
  • The paper relies on this without support.

    Changes in cell type composition and especially cell type states could drastically influence miRNA bulk expression patterns.

    “Changes in cell type composition and especially cell type states could drastically influence miRNA bulk expression patterns.”
  • The paper relies on this without support.

    Commonly used single-cell sequencing techniques cannot be applied to assess mature miRNA expression due to the lack of polyA-tails, which are essential to most protocols.

    “Commonly used single-cell sequencing techniques cannot be applied to assess mature miRNA expression due to the lack of polyA-tails, which are essential to most protocols.”
  • The paper relies on this without support.

    IsomiRs occur naturally due to either altered cleaving patterns or sequence editing.

    “Sequence variations of mature miRNAs, so called isomiRs, occur naturally due to either altered cleaving patterns or sequence editing.”
  • The paper relies on this without support.

    IsomiR patterns can vary between different organs and in disease to their archetype miRNA expression.

    “IsomiR patterns can vary between different organs and in disease to their archetype miRNA expression.”
  • The paper relies on this without support.

    IsomiRs can alter the target spectrum of a miRNA.

    “IsomiRs can alter the target spectrum of a miRNA”
  • The paper relies on this without support.

    The expression of CD45 can increase with age in resident microglia.

    “as the expression of CD45 can increase with age in resident microglia.”
11 of 11

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • Feature-specific cluster cutoff differs between figure and methods

    Minor

    The figure caption uses an incidence that exceeds 4, whereas the methods define feature-specific clusters using 4 or more occurrences. A cluster with exactly four occurrences meets only the methods' cutoff.

  • Conflicting thresholds for anti-correlated target genes

    Minor

    The figure defines the plotted anti-correlated genes using |R| ≥ 0.3. The corresponding methods instead call a gene negatively correlated when its coefficient is ≤ 0.3, which would also admit weak negative coefficients between −0.3 and 0.

2 of 2

Cites

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Cited by

Sorted by citations

Authors
Engel, A., Wagner, V., Hahn, O., Foltz, A. G., Atkins, M., Beganovic, A., Guldner, I. H., Lu, N., Saksena, A., Fischer, U., Ludwig, N., Meese, E., Wyss-Coray, T., & Keller, A.
Affiliations
  • Saarland University (DE)
  • Stanford Medicine (US)
  • Helmholtz Institute for Pharmaceutical Research Saarland (DE)
Corresponding author
Keller, Andreas
Venue
Nature Communications
Published
2025-05-17
Volume
16
Issue
1
Pages
4588-4588
ISSN
2041-1723 (ISSN-L)
OpenAlex
W4410455182
Cited by
18
References
72
Citations by year
2026: 16 · 2025: 2
FWCI
5.81
Type
journal article
Language
en
Open access
Locations
  • Nature Communications (publishedVersion, cc-by)
  • bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by)
  • Europe PMC (PubMed Central) (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • Europe PMC (PubMed Central) (submittedVersion, cc-by)
  • PubMed Central (submittedVersion, cc-by)
  • RePEc: Research Papers in Economics (submittedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
Funders
  • Michael J. Fox Foundation for Parkinson's Research (MJFF-021418)
  • American Heart Association (23BHCICG1188316)
  • Georgetown University
  • Deutscher Akademischer Austauschdienst
  • Deutsche Forschungsgemeinschaft (469073465)
  • Universität des Saarlandes
  • National Institutes of Health (1k99ag088304-01, 5k99ag088304-02)
  • Centro Nacional de Biotecnología
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Cancer Research › MicroRNA in disease regulation
  • Life Sciences › Neuroscience › Neurology › Neuroinflammation and Neurodegeneration Mechanisms
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Aging › Genetics, Aging, and Longevity in Model Organisms
Keywords
microRNA expression, brain aging, microglia, miR-155-5p, miR-146a, sex differences, brain region-specific expression, mTOR signaling, cognitive decline, aging interventions, mouse lifespan

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-11-06.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-11-06.

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Statistics and arithmetic are recomputed, not judged.

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