Evidence map›Paper›PMID 42436287›Full record

ArticleJournal of molecular neuroscience : MN2026

Nr1d1 Mediates Microglial Inflammatory Activation Induced by Intermittent Hypoxia: A Transcriptomic and Machine Learning Study.

Zhuoran Sun, Tengqun Shen, Mengfan Li, Jinbiao Zhang, Zhenguang Li, Fangzhou Ma

Abstract read
PubMed Publisher
In one paragraph

Article in Journal of molecular neuroscience : MN, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Zhuoran SunDepartment of Neurology, Weihai Municipal Hospital, Shandong University, Jinan, Shandong, China.
Tengqun ShenDepartment of Neurology, Weihai Municipal Hospital, Shandong University, Jinan, Shandong, China.
Mengfan LiDepartment of Neurology, Weihai Municipal Hospital, Shandong University, Jinan, Shandong, China.
Jinbiao ZhangDepartment of Neurology, Weihai Municipal Hospital, Shandong University, Jinan, Shandong, China.
Zhenguang LiDepartment of Neurology, Weihai Municipal Hospital, Shandong University, Jinan, Shandong, China.
Fangzhou MaDepartment of Neurology, Weihai Municipal Hospital, Shandong University, Jinan, Shandong, China. drneurology@126.com.

Funding

Weihai Municipal Hospital 3460020001
6 · The paper itself

Abstract

Obstructive sleep apnea is characterized by recurrent intermittent hypoxia (IH), which contributes to neuroinflammation and neurological dysfunction. Microglia are pivotal regulators of inflammatory responses in the central nervous system, but the molecular mechanisms underlying IH-induced microglial activation remain unclear. This study aimed to identify key genes mediating this phenomenon and to elucidate their functional significance. An IH model was established in BV2 cells, with inflammation assessed via western blot for cyclooxygenase-2 (COX2) /inducible nitric oxide synthase (iNOS) and ELISA for Interleukin-6 (IL-6) /Tumour necrosis factor-alpha (TNF-α). RNA sequencing was performed to profile transcriptional changes induced by IH. Differential expression analysis, functional enrichment analysis, protein interaction network analysis, transcription factor prediction, and machine learning-based screening were integrated to identify candidate key genes. Pharmacological modulation of Nr1d1 was then performed to evaluate its role in IH-induced inflammation. IH significantly increased COX2, iNOS, IL-6 and TNF-α levels in BV2 cells. Transcriptomics showed distinct profiles between control and IH groups. Enrichment analyses linked IH-related genes to immune regulation, stress responses, and metabolic pathways. Network analysis highlighted a circadian gene cluster as a prominent component of the IH-responsive transcriptional network. Integrated network and machine learning analyses further identified Nr1d1 as a key candidate. Pharmacological experiments showed that inhibition of Nr1d1 attenuated IH-induced inflammatory responses. IH induces pronounced inflammatory activation and transcriptional reprogramming in BV2 cells. Nr1d1 may represent a circadian-associated candidate regulator involved in IH-induced microglial inflammatory activation.

Indexed as

HypoxiaMicrogliaNuclear Receptor Subfamily 1, Group D, Member 1TranscriptomeAnimalsCell LineCyclooxygenase 2InflammationInterleukin-6Machine LearningMiceNitric Oxide Synthase Type IITumor Necrosis Factor-alphaCyclooxygenase 2Interleukin-6Nitric Oxide Synthase Type IINuclear Receptor Subfamily 1, Group D, Member 1Ptgs2 protein, mouseTumor Necrosis Factor-alphaIntermittent hypoxiaMachine learningMicrogliaNeuroinflammationNr1d1RNA sequencing

Identifiers

What Socratic holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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 Socratic graph.