Evidence map›Paper›PMID 41756726›Full record

ReviewResearch (Washington, D.C.)2026

Blood Mechanical Intelligence: From Force Sensing to Precision Mechanomedicine.

Shichun Wang, Ting Pan, Qi Liu, Zedong Li, Ting Wen, Bo Cheng, Feng Xu, Chunyan Yao

Abstract readReview
In one paragraph

Review in Research (Washington, D.C.), 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

8 authors.

Shichun WangDepartment of Blood Transfusion, The First Affiliated Hospital (Southwest Hospital) of Army Medical University, Chongqing 400038, P.R. China.
Ting PanDepartment of Blood Transfusion, The First Affiliated Hospital (Southwest Hospital) of Army Medical University, Chongqing 400038, P.R. China.
Qi LiuDepartment of Blood Transfusion, The First Affiliated Hospital (Southwest Hospital) of Army Medical University, Chongqing 400038, P.R. China.
Zedong LiMOE Key Laboratory of Biomedical Information Engineering, Bioinspired Engineering and Biomechanics Center, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an 710049, P.R. China.
Ting WenHainan General Hospital, Hainan Affiliated Hospital of Hainan Medical University, Haikou 570311, P.R. China.
Bo ChengMOE Key Laboratory of Biomedical Information Engineering, Bioinspired Engineering and Biomechanics Center, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an 710049, P.R. China.
Feng XuMOE Key Laboratory of Biomedical Information Engineering, Bioinspired Engineering and Biomechanics Center, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an 710049, P.R. China.ORCID https://orcid.org/0000-0003-4351-0222
Chunyan YaoDepartment of Blood Transfusion, The First Affiliated Hospital (Southwest Hospital) of Army Medical University, Chongqing 400038, P.R. China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Blood is a force-rich system. Beyond biochemistry, blood cells continually sense shear, stretch, and substrate rigidity, encode these inputs into biochemical and structural state changes, and adjust future behavior. We term this mechanical intelligence: an operational framework encompassing mechanosense, learning and memory, decision-making, and adaptive evolution. We synthesize evidence across red blood cells (RBCs), leukocytes, and platelets showing how mechanosensitive receptors (Piezo-type mechanosensitive ion channel component 1, glycoprotein Ib-IX-V complex, and integrins), cytoskeletal feedback, and nuclear effectors (Yes-associated protein/transcriptional coactivator with PDZ-binding motif and nuclear factor κB) couple mechanical cues to cellular states and functions (oxygen delivery, immune surveillance, and hemostasis). Repeated mechanical exposures produce mechanical memory (e.g., RBC fatigue and shape memory, shear-primed platelet hyperreactivity, and stiffness-modulated leukocyte transmigration) that improves performance in physiological contexts but contributes to pathology when dysregulated (vaso-occlusion, thrombosis, and inflammaging). We outline mechanodiagnostics (single-cell deformability cytometry, atomic force microscopy, and microfluidic thrombus profiling) and mechanotherapy (ion channel modulators, engineering cells, and mechanocompatible devices) and propose reporting standards, readiness levels, and validation pathways.

Identifiers

PMID41756726
PMCPMC12932962

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.