Unveiling the role of coagulation-related genes in acute myeloid leukemia prognosis and immune microenvironment through machine learning

Our study demonstrates that coagulation-related genes play a crucial role in the molecular characteristics, prognostic assessment, and immune modulation in AML. MMP7 and F12 are highlighted as potential biomarkers that could aid in optimizing the diagnosis and treatment strategies for AML. These findings offer new insights into personalized therapies for AML.

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Publication Details

Journal
European journal of medical research
Published
2025-08-11
DOI
https://doi.org/10.1186/s40001-025-02975-9
Primary Topic
Acute Myeloid Leukemia Research
Type
article
Field-Weighted Citation Impact
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article

Unveiling the role of coagulation-related genes in acute myeloid leukemia prognosis and immune microenvironment through machine learning

Siyue Ma, Liyun Ji, Yanxia Yang
European journal of medical research
Acute Myeloid Leukemia Research
article

Unveiling the role of coagulation-related genes in acute myeloid leukemia prognosis and immune microenvironment through machine learning

Siyue Ma, Liyun Ji, Yanxia Yang
article en

Abstract

Our study demonstrates that coagulation-related genes play a crucial role in the molecular characteristics, prognostic assessment, and immune modulation in AML. MMP7 and F12 are highlighted as potential biomarkers that could aid in optimizing the diagnosis and treatment strategies for AML. These findings offer new insights into personalized therapies for AML.

European journal of medical researchVol. 30(1)
Henan Cancer Hospital (CN)
Openalex Percentile: Top 75%
Acute Myeloid Leukemia Research
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