Evidence map›Paper›PMID 39850662›Full record

ReviewToxicology research2025

Climate friendly MOFs synthesis for drug delivery systems by integrating AI, intelligent manufacturing, and quantum solutions in industry 6.0 sustainable approach.

Maryam Akhtar, Hammad Majeed, Tehreema Iftikhar, Khalil Ahmad

Abstract readReview
In one paragraph

Review in Toxicology research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Article
  3. 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

4 authors.

Maryam AkhtarDepartment of Chemistry, University of Management and Technology (UMT), Lahore, Sialkot Campus, Sialkot 51310, Pakistan.
Hammad MajeedDepartment of Chemistry, University of Management and Technology (UMT), Lahore, Sialkot Campus, Sialkot 51310, Pakistan.ORCID https://orcid.org/0000-0001-8415-0345
Tehreema IftikharApplied Botany Lab, Department of Botany, Government College University Lahore, Lahore 54000, Pakistan.ORCID https://orcid.org/0000-0001-5369-0859
Khalil AhmadDepartment of chemistry, Emerson University Multan, Multan 60000, Pakistan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Since the Industrial Revolution, ecological damage, ecosystem disruption, and climate change acceleration have frequently resulted from human advancement at the price of the environment. Due to the rise in illnesses, Industry 6.0 calls for a renewed dedication to sustainability with latest technologies. Focused research and creative solutions are needed to achieve the UN Sustainable Development Goals (SDGs), especially 3, 9, 13, 14, 15, 17. A promising sustainable technology for enhancing healthcare while reducing environmental effect is Metal Organic Frameworks (MOFs). MOFs are perfect for drug administration because of their high surface areas, adjustable pore sizes, and remarkable drug-loading capacities. They are created by combining advanced artificial intelligence, intelligent manufacturing, and quantum computing. Researchers can create MOFs with functional groups or ligands that bind selectively to target cells or tissues, minimizing off-target effects, thanks to the distinct benefits that families like MIL, HKUST, UiO, and ZIF etc. offer for targeted drug delivery. Combining MOFs with other nanomaterials results in multipurpose systems that can handle challenging biomedical issues. Despite its promise, there are still issues with MOFs' possible toxicity and long-term stability in physiological settings. To advance their medicinal applications, these problems must be resolved. Researchers can increase the usefulness of MOFs in medicine by critically analysing these limitations and putting up creative alternatives. The creation of MOFs especially with advanced technologies (additive manufacturing etc.) for drug delivery is a prime example of how scientific advancement and environmental stewardship may coexist to provide healthcare solutions that are advantageous to both people and the environment.

Indexed as

artificial intelligencedrug deliveryintelligent manufacturingMOFsquantum computingSDGs

Identifiers

PMID39850662
PMCPMC11751582

What OpenQuestion holds

Textmetadata
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 OpenQuestion graph.