Evidence map›Paper›PMID 42076305›Full record

ArticlePolymers2026

Effective Deconstruction of Lignocellulose Through Oxidative Catalytic Fractionation Under Additive-Free Non-Alkaline System via Co-LDO Catalyst.

Haozhi Zhang, Wei Yan, Ying Wang, Cheng-Ye Ma, Changfu Zhuang

Abstract read
In one paragraph

Article in Polymers, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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3 · Its place in the literature

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0 citing papers in PubMed.

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4 · The record

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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

5 authors.

Haozhi ZhangInternational Joint Research Center for Biomass Materials, Southwest Forestry University, Kunming 650051, China.
Wei YanInternational Joint Research Center for Biomass Materials, Southwest Forestry University, Kunming 650051, China.
Ying WangInternational Joint Research Center for Biomass Materials, Southwest Forestry University, Kunming 650051, China.
Cheng-Ye MaDepartment of Biosystems Engineering, Zhejiang University, 866 Yuhangtang Road, Hangzhou 310058, China.ORCID 0000-0002-6935-8348
Changfu ZhuangInternational Joint Research Center for Biomass Materials, Southwest Forestry University, Kunming 650051, China.

Funding

National Key Research and Development Program of China 2024YFB4006400National Natural Science Foundation of China 32501752Research Funds of Institute of Zhejiang University-Quzhou IZQ2024RCZX009
6 · The paper itself

Abstract

Oxidative catalytic fractionation (OCF) under the lignin-first strategy has emerged as a critical technological approach for biomass refining. To address the inevitable carbohydrate degradation and lignin condensation in conventional OCF, this study designed a cobalt-doped layered double hydroxide oxide (Co-LDO) catalyst compatible with non-alkaline (without Brønsted bases) organic systems, which exhibits excellent performance in poplar biomass OCF. With a straightforward preparation process, the Co-LDO catalyst yields high-content oxidized lignin oligomers while efficiently retaining carbohydrates, providing feedstock rich in carbohydrates (cellulose and hemicellulose) for the subsequent production of bioenergy and biomass-based chemicals. Under optimized conditions screened via systematic reaction condition investigation and metal-doped LDO catalyst evaluation, the process achieved a 94.01 wt% delignification rate, with 72.19 wt% of lignin converted into lignin oligomer oil, supported by detailed product composition and structural characterization. Meanwhile, 74.14 wt% hemicellulose and 98.23 wt% cellulose were recovered in solid residues, with structurally intact hemicellulose retention being 2.3 times higher than in traditional OCF. Mass balance calculation confirmed a total poplar refining yield of 81.58 wt%. In summary, this Co-LDO-catalyzed OCF strategy provides a high-activity non-precious metal system, effectively suppressing lignin condensation while preserving high-yield carbohydrates, realizing the efficient full-component refining of poplar biomass.

Indexed as

carbohydratesCo-LDOligninoxidative catalytic fractionationpoplar wood

Identifiers

PMID42076305
PMCPMC13119687

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