Evidence map›Paper›PMID 42197226›Full record

ArticleMolecules (Basel, Switzerland)2026

Sustainable Valorization of Grape-Leaf-Based Flavonoid Natural Dye Molecules for Eco-Friendly Wool Yarn Dyeing.

Noman Habib, Fatima Irfan, Tanvir Ahmad, Jamiu Mosebolatan Jabar, Shahid Adeel, Fiaz Hussain, Meral Ozomay, Mansoor Ali

Abstract read
In one paragraph

Article in Molecules (Basel, Switzerland), 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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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.

Noman HabibDepartment of Botany, Government College University Faisalabad, Faisalabad 38000, Pakistan.
Fatima IrfanDepartment of Applied Chemistry, Government College University Faisalabad, Faisalabad 38000, Pakistan.
Tanvir AhmadDepartment of Statistics, Government College University Faisalabad, Faisalabad 38000, Pakistan.ORCID 0000-0002-0079-0415
Jamiu Mosebolatan JabarTextile and Polymer Research Laboratory, Chemistry Department, The Federal University of Technology, P.M.B. 704, Akure 340110, Nigeria.ORCID 0000-0001-9267-1183
Shahid AdeelDepartment of Applied Chemistry, Government College University Faisalabad, Faisalabad 38000, Pakistan.ORCID 0000-0002-5516-7882
Fiaz HussainDepartment of Mechanical Engineering, Gachon University, Seongnam-si 13120, Gyeonggi-do, Republic of Korea.ORCID 0000-0002-9684-4106
Meral OzomayDepartment of Textile Engineering, Marmara University, Istanbul 34854, Turkey.ORCID 0000-0003-0138-0060
Mansoor AliDepartment of Chemical Engineering, Sungkyunkwan University, Suwon-si 16419, Gyeonggi-do, Republic of Korea.ORCID 0000-0002-0006-9046

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The utilization of plant isolates as dyes in applied fields has gained considerable interest due to growing environmental concerns associated with the toxic synthetic dyes. In the present work, the agro-waste (such as grape leaves) has been valorized as a rich source of flavonoid-based natural dye for sustainable dyeing of woolen yarn. Microwave irradiation was further applied to dye molecules and wool yarn to enhance the dye uptake and process efficiency. Processing parameters for dyeing were optimized using Box-Behnken as a statistical design, and the results of the analysis revealed that the processing parameters, including temperature (80 °C), time (25 min), pH 5, and salt concentration (3 g/100 mL), significantly influence the color strength. The microwave irradiation of both flavonoid-based grape leaf extract and yarns up to 4 min, followed by dyeing, has given improved color yield up to a K/S value of 5.38. Metal mordants and bio-mordants were analyzed to improve dye fixation and sustainability. The pretreatment of yarn with Fe

Indexed as

Coloring AgentsFlavonoidsPlant LeavesVitisWoolAnimalsColorHydrogen-Ion ConcentrationMicrowavesPlant ExtractsColoring AgentsFlavonoidsPlant ExtractsBox–Behnken designflavonoid dyegrape leavesmyrobalannatural dye moleculesred sumacwool yarn

Identifiers

PMID42197226
PMCPMC13209793

What OpenQuestion holds

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LicenceCC BY
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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.