Evidence map›Paper›PMID 42756734›Full record

ArticleACS omega2026

Valorization of Tobacco Waste via Catalytic Fast Pyrolysis over Metal-Modified Biochar for Enhanced Aromatic Hydrocarbon Production.

Ruixuan Zhao, Siyang Liu, Yukun Liu, Zheng Yao, Yanyan Guo, Xiaolan Zhu

Abstract read
In one paragraph

Article in ACS omega, 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
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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

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.

Ruixuan ZhaoCenter of Technology, China Tobacco Jiangsu Industrial Corporation, Nanjing 210019, China.
Siyang LiuResearch Center of Tobacco and Health, University of Science and Technology of China, Hefei 230052, China.
Yukun LiuJiangsu Xinyuan Reconstituted Tobacco Co., Ltd., Huaian 223002, China.
Zheng YaoCenter of Technology, China Tobacco Jiangsu Industrial Corporation, Nanjing 210019, China.
Yanyan GuoResearch Center of Tobacco and Health, University of Science and Technology of China, Hefei 230052, China.
Xiaolan ZhuResearch Center of Tobacco and Health, University of Science and Technology of China, Hefei 230052, China.ORCID https://orcid.org/0000-0001-5579-3982

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The valorization of agricultural biomass waste into value-added chemicals is essential for advancing a circular bioeconomy. In this study, a green catalytic fast pyrolysis (CFP) approach was proposed to convert tobacco waste (TW) into high-value aromatic hydrocarbons, using metal-modified biochar nanocatalysts derived from TW itself, which is consistent with the concepts of circular economy and sustainable waste management. Three metal-modified tobacco stem biochar (Ce/TBC, Zn/TBC, and Co/TBC) catalysts were synthesized and characterized. The results demonstrate that metal incorporation significantly improves the surface structure, surface acidity, and active site density of the biochar. The catalytic performance was systematically evaluated via pyrolysis-gas chromatography/mass spectrometry (Py-GC/MS) as a function of catalyst type and pyrolysis temperature. Among the tested catalysts, Zn/TBC exhibited the highest activity at 500 °C, yielding a total aromatic hydrocarbon content of 13,008 μg/g. This value represents a 102% increase relative to noncatalytic pyrolysis, with notably enhanced selectivity for benzene, toluene, and xylene (BTX). The superior performance of Zn/TBC is attributed to the synergistic effect of its hierarchical pore structure and well-balanced acid sites introduced by Zn modification, which collectively promote depolymerization, deoxygenation, and aromatization of primary pyrolysis vapors. Collectively, this work not only provides mechanistic insights into the role of metal-modified biochar nanocatalysts in steering reaction pathways but also offers a potential route for upgrading heterogeneous agricultural waste into high-value chemical feedstocks, thereby contributing to efficient waste management and renewable energy development.

Identifiers

PMID42756734
PMCPMC13584515

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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 OpenQuestion graph.