Evidence mapPaperPMID 41348969Full record

SynthesisGigaScience2025

Multi-omics and high-spatial-resolution omics: deciphering complexity in neurological disorders.

Xiuyun Liu, Fangfang Li, Marek Czosnyka, Zofia Czosnyka, Huijie Yu, Xiaoguang Tong, Yan Xing, Hongliang Li, Ke Pu, Keke Feng and 3 more

Abstract readSystematic Review
In one paragraph

Synthesis in GigaScience, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Review
  2. Review
  3. Review
  4. Review
  5. Review
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

13 authors.

Xiuyun LiuState Key Laboratory of Advanced Medical Materials and Devices, Medical School, Tianjin University, Tianjin, 300072, China.ORCID 0000-0001-9540-4865
Fangfang LiState Key Laboratory of Advanced Medical Materials and Devices, Medical School, Tianjin University, Tianjin, 300072, China.ORCID 0009-0007-2789-1981
Marek CzosnykaDepartment of Clinical Neurosciences, Addenbrooke's Hospital, University of Cambridge, Cambridge, CB2 0QQ, UK.ORCID 0000-0003-2446-8006
Zofia CzosnykaDepartment of Clinical Neurosciences, Addenbrooke's Hospital, University of Cambridge, Cambridge, CB2 0QQ, UK.
Huijie YuDepartment of Neurosurgery, Tianjin Medical University General Hospital, Tianjin, 300052, China.
Xiaoguang TongDepartment of Neurosurgery, Tianjin Huanhu Hospital, Tianjin, 300350, China.ORCID 0009-0003-8961-0728
Yan XingDepartment of Neurology, Aviation General Hospital, Beijing, 100012, China.ORCID 0000-0002-4860-5709
Hongliang LiDepartment of Neurology, Aviation General Hospital, Beijing, 100012, China.
Ke PuDepartment of Neurosurgery, Tianjin Huanhu Hospital, Tianjin, 300350, China.
Keke FengDepartment of Neurosurgery, Tianjin Huanhu Hospital, Tianjin, 300350, China.
Kuo ZhangState Key Laboratory of Advanced Medical Materials and Devices, Medical School, Tianjin University, Tianjin, 300072, China.
Meijun PangState Key Laboratory of Advanced Medical Materials and Devices, Medical School, Tianjin University, Tianjin, 300072, China.ORCID 0000-0001-6553-0932
Dong MingState Key Laboratory of Advanced Medical Materials and Devices, Medical School, Tianjin University, Tianjin, 300072, China.ORCID 0000-0002-8192-2538

Funding

National Key Technologies Research and Development Program 2021YFF1200602National Natural Science Foundation of China 32300704National Natural Science Foundation of China 82472098National Science Fund for Excellent Overseas Scholars 0401260011Scientific Research Innovation ZYGXQNJSKYCXNLZCXM-H15Tianjin Natural Science Foundation 24JCJQJC00250
6 · The paper itself

Abstract

backgroundThe world has witnessed a steady rise in neurological diseases, which represent a heterogeneous group of disorders characterized by complex pathogenesis involving disruptions at multiple molecular levels, including genomic, transcriptomic, proteomic, and metabolomic levels. These disorders, often caused by genetic mutations, metabolic imbalances, immune dysregulation, and environmental factors, pose significant challenges to global public health due to their high prevalence, mortality, and disability burden.

resultsThe advent of high-throughput technologies, such as next-generation sequencing and mass spectrometry, has provided valuable insights into the underlying mechanisms of disease, especially the development of multi- and high-spatial-resolution omics technologies, enabling the interaction of multiple levels of biology and analysis of the complex molecular networks and pathophysiological processes.

conclusionsThis review provides a comprehensive analysis of the latest advancements in multi- and high-spatial-resolution omics, with a focus on their applications in precision diagnostics, biomarker discovery, and therapeutic target identification in brain diseases. The study also highlights the current challenges in the clinical implementation and discusses the future directions, with artificial intelligence being anticipated to enhance clinical translation and diagnostic accuracy significantly.

Indexed as

Computational BiologyNervous System DiseasesAnimalsHumansMultiomicsSingle-Cell Gene Expression AnalysisSpatial Transcriptomicsmulti-omicsneurological diseasessingle-cell omicsspatial transcriptomics

Identifiers

PMID41348969
PMCPMC12723665

What Socratic holds

Textmetadata
LicenceCC BY
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.