Evidence map›Paper›PMID 42010063›Full record

ArticleWorld journal of microbiology & biotechnology2026

Valorisation of cheese whey into single-cell protein by Lactococcus garvieae: dual waste nitrogen supplementation and uncertainty-informed process evaluation.

Halil İbrahim Uzun, Harun Önlü

Abstract read
In one paragraph

Article in World journal of microbiology & biotechnology, 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

2 authors.

Halil İbrahim UzunDepartment of Food Engineering, Faculty of Engineering and Architecture, Muş Alparslan University, Muş, Türkiye. ha.uzun@alparslan.edu.tr.ORCID http://orcid.org/0000-0001-6158-743X
Harun ÖnlüDepartment of Food Processing, Vocational School of Technical Sciences, Muş Alparslan University, Muş, Türkiye.ORCID http://orcid.org/0000-0003-3660-9267

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Growing global protein demand necessitates resource-efficient alternatives to conventional production systems. This study developed a waste-based bioprocess framework for converting cheese whey (CW) into single-cell protein (SCP) using lactic acid bacteria within a dual waste-valorisation configuration integrating CW and expired chickpea flour–derived extract. Seven LAB strains were screened in pre-treated CW, and Lactococcus garvieae was selected based on its highest biomass formation in untreated whey (0.441 ± 0.024 g/L). As CW was nitrogen-limited, supplementation with water-soluble legume extracts significantly enhanced SCP production, with chickpea extract (CE) yielding 1.560 ± 0.120 g/L at 10 g/L. Among the tested carbon sources, sucrose supported the highest biomass concentration (2.110 ± 0.105 g/L). Under the selected cultivation conditions (pH 7.0, 37 °C), SCP reached 2.314 ± 0.090 g/L. Although the highest observed biomass concentration occurred at 72 h (2.663 ± 0.154 g/L), volumetric productivity peaked at 24 h (0.096 g/L·h), which was therefore selected as the operational incubation time based on the productivity–time trade-off. Second-order polynomial modelling combined with Delta Method–based uncertainty estimation enabled quantitative differentiation between model-derived stationary points and experimentally justified operating conditions. The integration of expired legume flour as a waste-derived nitrogen source, together with uncertainty-aware response modelling within an OFAT framework, establishes a dual waste-valorisation strategy and a transparent approach for statistically supported process window identification under laboratory-scale constraints. The resulting SCP biomass contained 56.37 ± 2.75% protein, 2.87 ± 0.34% lipids, and 10.55 ± 0.68% ash.

Indexed as

CheeseLactococcusNitrogenWheyWhey ProteinsBiomassCarbonDietary ProteinsFermentationUncertaintyCarbonDietary ProteinsNitrogensingle cell proteinsWhey ProteinsCheese whey; waste valorisationLactic acid bacteriaSingle-cell proteinUncertainty analysis

Identifiers

PMID42010063
PMCPMC13095961

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.