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Related Concept Videos

Vaccines01:21

Vaccines

Vaccines are among the most effective tools in preventive medicine, designed to prepare the immune system to recognize and combat infectious agents. By introducing antigens—substances that the immune system identifies as foreign—vaccines stimulate an adaptive immune response that leads to immunological memory. This immunological memory enables the body to mount a faster and more effective response upon future exposures to the actual pathogen.Vaccines can be categorized based on the type of...
Vaccinations01:51

Vaccinations

Overview
Microorganisms in Medicine and Therapeutics01:29

Microorganisms in Medicine and Therapeutics

Microorganisms play a fundamental role in vaccine development, gene therapy, and therapeutic production. Their biological properties are harnessed to advance medicine and public health. Beyond immunization, microorganisms contribute to gut health, antibiotic synthesis, and genetic disease treatment.Live Attenuated and Inactivated VaccinesLive attenuated vaccines, such as the measles, mumps, and rubella (MMR) vaccine, utilize weakened forms of pathogens to closely resemble natural infections.
Cancer Vaccines01:30

Cancer Vaccines

Cancer treatment vaccines are a rapidly evolving field that offers a promising approach to immunotherapy. Unlike traditional vaccines that prevent diseases, cancer treatment vaccines are designed to treat existing cancers by stimulating the immune system to recognize and attack cancer cells.
Cancer vaccines come in two categories: preventive (prophylactic) and treatment (active). Preventive vaccines, such as the Human Papillomavirus (HPV) vaccine, protect against viruses that cause certain...
siRNA - Small Interfering RNAs02:30

siRNA - Small Interfering RNAs

Small interfering RNAs, or siRNAs, are short regulatory RNA molecules that can silence genes post-transcriptionally, as well as the transcriptional level in some cases. siRNAs are important for protecting cells against viral infections and silencing transposable genetic elements.
In the cytoplasm, siRNA is processed from a double-stranded RNA, which comes from either endogenous DNA transcription or exogenous sources like a virus. This double-stranded RNA is then cleaved by the ATP-dependent...

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Updated: Jul 16, 2026

Whole-animal Imaging and Flow Cytometric Techniques for Analysis of Antigen-specific CD8+ T Cell Responses after Nanoparticle Vaccination
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Whole-animal Imaging and Flow Cytometric Techniques for Analysis of Antigen-specific CD8+ T Cell Responses after Nanoparticle Vaccination

Published on: April 29, 2015

Smart nanoparticle vaccines integrate nanotechnology artificial intelligence and immunoengineering for precision

Iman Morshedi1, Zahra Roodaki2, Pejman Gheibi2

  • 1Faculty of Pharmacy, Islamic Azad University, Tehran Medical Branch, Tehran, Iran.

Discover Nano
|July 15, 2026
PubMed
Summary

Nanoparticle vaccines offer advanced immunization by precisely targeting antigens for stronger, durable protection against evolving threats. Integration with AI and bioengineering promises safer, personalized vaccines for global health challenges.

Keywords:
Artificial intelligenceImmunogenicityNanoparticle-based vaccinesNanotechnologyPersonalized immunization

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Published on: August 21, 2019

Area of Science:

  • Nanotechnology
  • Vaccinology
  • Immunology
  • Bioengineering
  • Artificial Intelligence

Background:

  • The emergence of multidrug-resistant microbes, evolving viruses, and pandemics necessitates advanced vaccine technologies.
  • Traditional vaccines face limitations that nanoparticle-based vaccines can overcome.
  • Nanoparticle vaccines offer enhanced antigen targeting, stability, and controlled release for improved immune responses.

Purpose of the Study:

  • To review the potential of nanoparticle-based vaccines in addressing global health challenges.
  • To explore the role of nanotechnology, AI, and bioengineering in next-generation vaccine development.
  • To identify barriers and future directions for nanoparticle vaccine translation.

Main Methods:

  • Review of current literature on nanoparticle vaccine platforms (lipid-based, polymeric, inorganic, biomimetic).
  • Analysis of the integration of artificial intelligence and bioengineering in vaccine design and prediction.
  • Discussion of challenges in mass production, regulation, and safety assurance.

Main Results:

  • Nanoparticle vaccines demonstrate potential for potent and durable immune protection against diverse diseases.
  • Various nanoparticle types can carry multiple antigens/adjuvants, mimic pathogens, and activate immune cells.
  • AI and bioengineering enable rational design, predictive modeling, and personalized immunization strategies.

Conclusions:

  • Nanoparticle vaccines represent a transformative approach to immunization, offering enhanced efficacy and adaptability.
  • Overcoming production, regulatory, and safety hurdles is crucial for widespread adoption.
  • The convergence of nanotechnology, AI, and bioengineering is paving the way for precision vaccination.