Evidence map›Paper›PMID 41866526›Full record

ArticleScientific reports2026

Preparation of a distillers' grains derived lignin-chitosan adsorbent for enhanced distillery wastewater treatment.

Yijie Wang, Haiqing Wang, Jingtao Liu

Abstract read
In one paragraph

Article in Scientific reports, 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

3 authors.

Yijie WangShandong Provincial Key Laboratory of Eco-environmental Science for the Yellow River Delta, Shandong University of Aeronautics, NO, 391 Huanghe 5th Road, Bincheng Area, Binzhou City, 256603, Shandong Province, China.
Haiqing WangShandong Provincial Key Laboratory of Eco-environmental Science for the Yellow River Delta, Shandong University of Aeronautics, NO, 391 Huanghe 5th Road, Bincheng Area, Binzhou City, 256603, Shandong Province, China. whqing@sdua.edu.cn.
Jingtao LiuShandong Provincial Key Laboratory of Eco-environmental Science for the Yellow River Delta, Shandong University of Aeronautics, NO, 391 Huanghe 5th Road, Bincheng Area, Binzhou City, 256603, Shandong Province, China.

Funding

Doctoral Start-up Foundation of Shandong University of Aeronautics 2023Y48Shandong Provincial Natural Science Foundation (ZR2024QD166
6 · The paper itself

Abstract

The distillers’ grains and wastewater produced by alcohol fermentation process pose a threat to the ecological environment. This study has designed a method of treating waste with waste, which uses the lignin from distillers’ grains as the base and combining with chitosan to prepare an efficient adsorbent for distillery wastewater treatment. The prepared lignin-chitosan adsorbent was characterized by various methods, its surface was rough and had abundant functional groups, which facilitated the adsorption of pollutants. The COD, TP, TN and NH4+-N were selected as the typical wastewater indicators to evaluate the treatment effect of the adsorbent on the distillery wastewater. The results showed that lignin-chitosan adsorbent reached adsorption equilibrium for the four pollutants at 140 min, and the removal rates of COD, TP, TN and NH4+-N were 90%, 92%, 86% and 85%, respectively. The adsorption process was confirmed to be spontaneous, endothermic monolayer chemical adsorption, with the involved adsorption mechanisms including electrostatic attraction and chemical complexation. Moreover, the adsorbent still maintained a pollutant removal efficiency of over 80% even after 5 consecutive adsorption-desorption cycles. These findings indicate its potential for large-scale applications and promise as a green alternative to activated carbon or synthetic adsorbents.

Indexed as

ChitosanEdible GrainLigninWastewaterWater PurificationAdsorptionIndustrial WasteWater Pollutants, ChemicalChitosanIndustrial WasteLigninWastewaterWater Pollutants, ChemicalAdsorbentChitosanDistiller’s grainsEutrophic compoundsLignin

Identifiers

PMID41866526
PMCPMC13150033

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Registered trials

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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.