Evidence map›Paper›PMID 34315539›Full record

ArticleTranslational neurodegeneration2021

Several miRNAs derived from serum extracellular vesicles are potential biomarkers for early diagnosis and progression of Parkinson's disease.

Shulei He, Lu Huang, Ci Shao, Tiejian Nie, Li Xia, Bozhou Cui, Fangfang Lu, Lin Zhu, Bolin Chen, Qian Yang

Open access · goldAbstract read
In one paragraph

Article in Translational neurodegeneration, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 52 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
52citing papers in PubMed, 3 pooled it
4.6field-weighted citation impact, top 4% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

52 citing papers in PubMed, 3 syntheses or guidelines pooled it, 76 citations in OpenAlex.

  1. Pooled it
  2. The Role of miRNAs in Parkinson's Disease: A Systematic Review.International journal of molecular sciences · 2025
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  12. Innate and adaptive immunity in neurodegenerative disease.Cellular and molecular life sciences : CMLS · 2025
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors at 3 institutions in 1 country.

Shulei He *Department of Experimental Surgery, Tangdu Hospital, The Fourth Military Medical University, Xi'an, 710038, China.
Lu Huang *Department of Experimental Surgery, Tangdu Hospital, The Fourth Military Medical University, Xi'an, 710038, China.
Ci Shao *School of Computer Science, Northwestern Polytechnical University, Xi'an, 710072, China.
Tiejian NieDepartment of Experimental Surgery, Tangdu Hospital, The Fourth Military Medical University, Xi'an, 710038, China.
Li XiaDepartment of Experimental Surgery, Tangdu Hospital, The Fourth Military Medical University, Xi'an, 710038, China.
Bozhou CuiDepartment of Experimental Surgery, Tangdu Hospital, The Fourth Military Medical University, Xi'an, 710038, China.
Fangfang LuDepartment of Experimental Surgery, Tangdu Hospital, The Fourth Military Medical University, Xi'an, 710038, China.
Lin ZhuDepartment of Experimental Surgery, Tangdu Hospital, The Fourth Military Medical University, Xi'an, 710038, China.
Bolin ChenSchool of Computer Science, Northwestern Polytechnical University, Xi'an, 710072, China. blchen@nwpu.edu.cn.
Qian YangDepartment of Experimental Surgery, Tangdu Hospital, The Fourth Military Medical University, Xi'an, 710038, China. qianyang@fmmu.edu.cn.ORCID 0000-0002-2166-6499
Air Force Medical University · CNTang Du Hospital · CNNorthwestern Polytechnical University · CN

Funding

National Natural Science Foundation of China Grant No. 31671060 (Q.Y)National Natural Science Foundation of China Grant No. 31930048 (Q.Y)National Natural Science Foundation of China Grant No. 61972320 (B. C)The National Key Research and Development Program of China Grant No. 2016YFC1306603 (Q.Y)the Projects of International Cooperation and Exchange NSFC Grant No. 81720108016 (Q.Y)
6 · The paper itself

Abstract

backgroundBlood-based test for predicting disease progression and early diagnosis of Parkinson's disease (PD) is an unmet need in the clinic. The profiles of microRNAs (miRNAs) are regarded as potential diagnostic biomarkers for human diseases, whereas miRNAs in the periphery are susceptible to the influence of various components. MiRNAs enriched in serum extracellular vesicles (EVs) have demonstrated disease-specific advantages in diagnosis due to their high abundance, stability and resistance to degradation. This study was aimed to screen differentially expressed EV-derived miRNAs between healthy controls and PD patients to aid in diagnosis of PD.

methodsA total of 31 healthy controls and 72 patients with a diagnosis of PD at different Hoehn and Yahr stages in Tangdu Hospital were included. In total, 185 differentially expressed miRNAs were obtained through RNA sequencing of serum EVs as well as edgeR and t-test analyses. Subsequently, the weighted gene co-expression network analysis (WGCNA) was utilized to identify the commonly expressed miRNAs in all stages of PD by constructing connections between modules, and specifically expressed miRNAs in each stage of PD by functional enrichment analysis. After aligning these miRNAs with PD-related miRNAs in Human miRNA Disease Database, the screened miRNAs were further validated by receiver operating characteristic (ROC) curves and quantitative real-time polymerase chain reaction (qRT-PCR) using peripheral blood EVs from 40 more participants.

resultsWGCNA showed that 4 miRNAs were commonly associated with all stages of PD and 13 miRNAs were specifically associated with different stages of PD. Of the 17 obtained miRNAs, 7 were validated by ROC curve analysis and 7 were verified in 40 more participants by qRT-PCR. Six miRNAs were verified by both methods, which included 2 miRNAs that were commonly expressed in all stages of PD and 4 miRNAs that were specifically expressed in different stages of PD.

conclusionsThe 6 serum EV-derived miRNAs, hsa-miR-374a-5p, hsa-miR-374b-5p, hsa-miR-199a-3p, hsa-miR-28-5p, hsa-miR-22-5p and hsa-miR-151a-5p, may potentially be used as biomarkers for PD progression and for early diagnosis of PD in populations.

Indexed as

AgedBiomarkersEarly DiagnosisExtracellular VesiclesFemaleGenetic TestingHumansMaleMicroRNAsMiddle AgedParkinson DiseaseSequence Analysis, RNABiomarkersMicroRNAsBiomarkersExtracellular vesiclesHoehn and Yahr stageMicroRNAsParkinson’s diseaseWeighted gene co-expression network analysis

Identifiers

PMID34315539
PMCPMC8317324
OpenAlexW3186270220

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.