Evidence map›Paper›PMID 39117977›Full record

ArticleScientific reports2024

Mix-match synthesis of nanosynbiotics from probiotics and prebiotics to counter gut dysbiosis via AI integrated formulation profiling.

Noor Ul Ain, Muhammad Naveed, Tariq Aziz, Muhammad Aqib Shabbir, Fahad Al Asmari, Gholamreza Abdi, Manal Y Sameeh, Areej A Alhhazmi

Abstract read
In one paragraph

Article in Scientific reports, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Review
  2. Gut microbiota remodeling inZoological research · 2026
    Article
  3. Article
  4. Review
  5. Article
  6. Article
  7. Review
  8. Mechanisms and Therapeutic Advances of PXR in Metabolic Diseases and Cancer.International journal of molecular sciences · 2025
    Review
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.

Noor Ul AinDepartment of Biotechnology, Faculty of Science and Technology, University of Central Punjab, Lahore, Pakistan.
Muhammad NaveedDepartment of Biotechnology, Faculty of Science and Technology, University of Central Punjab, Lahore, Pakistan. naveed.quaidian@gmail.com.
Tariq AzizLaboratory of Animal Health, Food Hygiene and Quality Department of Agriculture, University of Ioannina, 47100, Arta, Greece. iwockd@gmail.com.
Muhammad Aqib ShabbirDepartment of Biotechnology, Faculty of Science and Technology, University of Central Punjab, Lahore, Pakistan.
Fahad Al AsmariDepartment of Food and Nutrition Sciences, College of Agricultural and Food Sciences, King Faisal University, Al Ahsa, 31982, Saudi Arabia.
Gholamreza AbdiDepartment of Biotechnology, Persian Gulf Research Institute, Persian Gulf University, Bushehr, 75169, Iran.
Manal Y SameehDepartment of Chemistry Al-Leith University College, Umm Al Qura University, Makkah, 25100, Saudi Arabia.
Areej A AlhhazmiMedical Laboratories Technology Department, College of Applied Medical Sciences, Taibah University, 42353, Al-Madinah Al-Munawarah, Saudi Arabia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Antibiotics, improper food, and stress have created a dysbiotic state in the gut and almost 81% of the world's population has been affected due to the pandemic of COVID-19 and the prevalence of dengue virus in the past few years. The main intent of this study is to synthesize nanosynbiotics as nu traceuticals by combining probiotics, and prebiotics with nanoformulation. The effectiveness of the nanosynbiotics was evaluated using a variety of Nutra-pharmacogenetic assays leading to an AI-integrated formulation profiling was assessed by using machine learning methods. Consequently, Acetobacter oryzoeni as a probiotic and inulin as a prebiotic has been chosen and iron-mediated nanoformulation of symbiotic is achieved. Nanosynbiotics possessed 89.4, 96.7, 93.57, 83.53, 88.53% potential powers of Nutra-pharmacogenetic assays. Artificial intelligent solid dispersion formulation of nanosynbiotics has high dissolution, absorption, distribution, and synergism, in addition, they are non-tox, non-allergen and have a docking score of - 10.83 kcal/mol, implying the best interaction with Pregnane X receptor involved in dysbiosis. The potential of nanosynbiotics to revolutionize treatment strategies through precise targeting and modulation of the gut microbiome for improved health outcomes and disease management is promising. Their transformational influence is projected to be powered by integration with modern technology and customized formulas. Further in-vivo studies are required for the validation of nanosynbiotics as nutraceuticals.

Indexed as

DysbiosisGastrointestinal MicrobiomePrebioticsProbioticsArtificial IntelligenceCOVID-19Drug CompoundingHumansInulinNanoparticlesSARS-CoV-2InulinPrebioticsGut dysbiosisNanosynbioticsNutraceuticalsPharmaceuticsProbiotics

Identifiers

PMID39117977
PMCPMC11310473

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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.