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DRUG DISCOVERY FROM
MICROBIAL GENOMES
by Lunjapikai Haokip, 2023395410
M. Sc Microbiology II Semester, Sharda University
Faculty In-charge: Dr. Subhabrata Kar.
CONTENTS
Introduction.
Success stories
Genomics
 HOW ARE DRUGS DISCOVERED
AND DEVELOPED?.
The Future of Microbial Drug
Discovery: Excitement and
Challenges
 Limitations
Conclusion.
INTRODUCTION
 Drug discovery from microbial genomes is crucial
for developing new medicines.
 Microorganisms produce a vast array of secondary
metabolites with potential therapeutic properties.
 These metabolites can serve as the basis for novel
drugs to treat various diseases, including
infections, cancer and neurological disorders.
Success Stories: Drugs Derived from
Microbes
 Penicillin: The first and most
influential antibiotic.
 Streptomycin: A key weapon
against tuberculosis.
 Artemisinin: A powerful anti-
malarial drug
 And many more!
Genomics: Unlocking the Secrets of Microbial Genomes
Whole-genome sequencing: Deciphering the genetic code
Bioinformatics tools: Mining for hidden gems and drug targets
Metagenomics: Exploring uncultured microbial communities
 Whole-genome sequencing (WGS) is a powerful technique that
involves reading and decoding the entire genetic information
(genome) of an organism.
 It provides insights into an individual’s unique genetic makeup,
including variations, mutations, and potential disease risk.
 By analyzing the complete DNA sequence, researchers can
identify genetic variations associated with diseases, drug
responses, and inherited conditions.
Whole-Genome Sequencing:
Mining for Hidden Gems and Drug Targets:
Bioinformatics tools help researchers sift through vast amounts of
genomic, proteomic, and metabolomic data. They identify potential drug
targets, predict protein structures, and analyze gene expression patterns.
These tools play a crucial role in drug discovery by identifying
candidate molecules that could be developed into effective therapies.
Metagenomics
– Metagenomics explores microbial communities without the need for
culturing individual organisms.
– Uncultured Microbial Communities: Most microbes in natural
environments cannot be grown in the lab. Metagenomics allows us to study
these uncultured microbes directly from environmental samples (such as
soil, water, or the human gut).
– By analyzing their DNA, researchers uncover novel species, functional
genes, and metabolic pathways. Metagenomics has applications in
environmental monitoring, bioremediation, and understanding microbial
diversity.
Bioinformatics Databases
 GenBank, UniProt: Comprehensive
repositories of genetic sequences and protein
information.
 DrugBank: Contains detailed drug data,
including drug targets, interactions, and
pharmacological properties.
 EMBL: Provides information on bioactive
molecules, including drug-like compounds and
their targets.
Sequence Analysis
 BLAST (Basic Local Alignment Search Tool): Compares sequences
against a database to identify homologous genes and proteins.
 InterProScan: Predicts protein function and domain architecture using
protein sequence signatures and profiles.
HOW ARE DRUGS DISCOVERED AND
DEVELOPED?
Microbes Laboratory
Drugs
STEPS
 The first step in the discovery of a drug is identification of the biological
origin of a disease, and the potential targets for intervention.
 Target identification starts with isolating the function of a possible
therapeutic target (gene/nucleic acid/protein) and its role in the disease.
 Identification of the target is followed by characterization of the
molecular mechanisms addressed by the target.
 For virtual screening computational methods including molecular
docking and molecular dynamics simulations are used.
 Lead optimization is the process by which a drug candidate is designed
after an initial lead compound is identified
The Future of Microbial Drug Discovery: Excitement
and Challenge
Exploring Extreme Environments and Uncultured Microbes:
Excitement: Microbes thrive in a vast array of extreme environments, from boiling
hot springs to the icy depths of the ocean. These "extremophiles" possess unique
adaptations and metabolic pathways, potentially harboring novel biomolecules with
unique properties. Exploring these environments using advanced techniques like
metagenomics could unlock a treasure trove of new drug leads.
Challenges: Accessing and culturing extremophiles can be difficult due to their
harsh habitats. Metagenomics analysis requires advanced computational tools and
expertise to navigate the complex data.
Additional Exciting Frontiers:
 Machine Learning & AI: These tools can accelerate drug discovery by
analyzing vast genomic datasets, predicting biomolecule properties, and
guiding target selection.
 Microbiome Research: Understanding the complex interactions between
microbes and our bodies offers opportunities to develop personalized
medicine and microbiome-based therapeutics.
Challenges:
 Funding and Investment: Despite the potential, microbial drug
discovery often faces challenges in securing funding compared to
traditional approaches.
 Regulatory Landscape: Regulatory frameworks need to adapt to
accommodate the unique nature of microbial-derived drugs and synthetic
biology approaches.
 High failure rates and lengthy
development times.
 Limited target identification and lack
of novel mechanisms.
 High costs and increasing regulatory
hurdles
Limitations
Conclusion
Overall, the future of microbial drug discovery holds
immense promise, offering exciting opportunities to combat
existing and emerging diseases with novel and sustainable
solutions. Addressing the challenges through collaborative
efforts and continued innovation will be crucial to unlock the
full potential of this field.
THANK YOU
Microbiology by Lansing M. Prescott, A TEXTBOOK OF PHARMACEUTICS- I by Mr. Ankur Agrawal,
NCBI
1. Jethwa, A., Bhagat, J., George, J., & Shah, S. (2023). Metagenomics
for Drug Discovery (pp. 125–153). https://doi.org/10.1007/978-981-99-5281-
6_6
2. Kandi, V., Suvvari, T. K., Vadakedath, S., & Godishala, V. (2021). Microbes,
Clinical trials, Drug Discovery, and Vaccine Development: The Current
Perspectives. Borneo Journal of Pharmacy, 4(4), 311–323.
https://doi.org/10.33084/bjop.v4i4.2571
3. Rahgu K, Shifali Choudhary, Triyugi Narain Kushwaha, Shashank Shekhar,
Shambhavi Tiwari, Sheikh, I. A., & Srivastava, P. (2023). Microbes as a
Promising Frontier in Drug Discovery: A Comprehensive Exploration of
Nature’s Microbial Marvels. https://doi.org/10.5281/ZENODO.8149064
4. Simpson, A. (2023). Challenges and Opportunities for Bioactive Compound
and Antibiotic Discovery in Deep Space. Journal of the Indian Institute of
Science, 103. https://doi.org/10.1007/s41745-023-00385-6
References

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Drugs Discovery and Development from Microbial Genome.pptx

  • 1. DRUG DISCOVERY FROM MICROBIAL GENOMES by Lunjapikai Haokip, 2023395410 M. Sc Microbiology II Semester, Sharda University Faculty In-charge: Dr. Subhabrata Kar.
  • 2. CONTENTS Introduction. Success stories Genomics  HOW ARE DRUGS DISCOVERED AND DEVELOPED?. The Future of Microbial Drug Discovery: Excitement and Challenges  Limitations Conclusion.
  • 3. INTRODUCTION  Drug discovery from microbial genomes is crucial for developing new medicines.  Microorganisms produce a vast array of secondary metabolites with potential therapeutic properties.  These metabolites can serve as the basis for novel drugs to treat various diseases, including infections, cancer and neurological disorders.
  • 4. Success Stories: Drugs Derived from Microbes  Penicillin: The first and most influential antibiotic.  Streptomycin: A key weapon against tuberculosis.  Artemisinin: A powerful anti- malarial drug  And many more!
  • 5. Genomics: Unlocking the Secrets of Microbial Genomes Whole-genome sequencing: Deciphering the genetic code Bioinformatics tools: Mining for hidden gems and drug targets Metagenomics: Exploring uncultured microbial communities
  • 6.  Whole-genome sequencing (WGS) is a powerful technique that involves reading and decoding the entire genetic information (genome) of an organism.  It provides insights into an individual’s unique genetic makeup, including variations, mutations, and potential disease risk.  By analyzing the complete DNA sequence, researchers can identify genetic variations associated with diseases, drug responses, and inherited conditions. Whole-Genome Sequencing:
  • 7. Mining for Hidden Gems and Drug Targets: Bioinformatics tools help researchers sift through vast amounts of genomic, proteomic, and metabolomic data. They identify potential drug targets, predict protein structures, and analyze gene expression patterns. These tools play a crucial role in drug discovery by identifying candidate molecules that could be developed into effective therapies.
  • 8. Metagenomics – Metagenomics explores microbial communities without the need for culturing individual organisms. – Uncultured Microbial Communities: Most microbes in natural environments cannot be grown in the lab. Metagenomics allows us to study these uncultured microbes directly from environmental samples (such as soil, water, or the human gut). – By analyzing their DNA, researchers uncover novel species, functional genes, and metabolic pathways. Metagenomics has applications in environmental monitoring, bioremediation, and understanding microbial diversity.
  • 9. Bioinformatics Databases  GenBank, UniProt: Comprehensive repositories of genetic sequences and protein information.  DrugBank: Contains detailed drug data, including drug targets, interactions, and pharmacological properties.  EMBL: Provides information on bioactive molecules, including drug-like compounds and their targets.
  • 10. Sequence Analysis  BLAST (Basic Local Alignment Search Tool): Compares sequences against a database to identify homologous genes and proteins.  InterProScan: Predicts protein function and domain architecture using protein sequence signatures and profiles.
  • 11. HOW ARE DRUGS DISCOVERED AND DEVELOPED? Microbes Laboratory Drugs
  • 12.
  • 13. STEPS  The first step in the discovery of a drug is identification of the biological origin of a disease, and the potential targets for intervention.  Target identification starts with isolating the function of a possible therapeutic target (gene/nucleic acid/protein) and its role in the disease.  Identification of the target is followed by characterization of the molecular mechanisms addressed by the target.  For virtual screening computational methods including molecular docking and molecular dynamics simulations are used.  Lead optimization is the process by which a drug candidate is designed after an initial lead compound is identified
  • 14. The Future of Microbial Drug Discovery: Excitement and Challenge Exploring Extreme Environments and Uncultured Microbes: Excitement: Microbes thrive in a vast array of extreme environments, from boiling hot springs to the icy depths of the ocean. These "extremophiles" possess unique adaptations and metabolic pathways, potentially harboring novel biomolecules with unique properties. Exploring these environments using advanced techniques like metagenomics could unlock a treasure trove of new drug leads. Challenges: Accessing and culturing extremophiles can be difficult due to their harsh habitats. Metagenomics analysis requires advanced computational tools and expertise to navigate the complex data.
  • 15. Additional Exciting Frontiers:  Machine Learning & AI: These tools can accelerate drug discovery by analyzing vast genomic datasets, predicting biomolecule properties, and guiding target selection.  Microbiome Research: Understanding the complex interactions between microbes and our bodies offers opportunities to develop personalized medicine and microbiome-based therapeutics. Challenges:  Funding and Investment: Despite the potential, microbial drug discovery often faces challenges in securing funding compared to traditional approaches.  Regulatory Landscape: Regulatory frameworks need to adapt to accommodate the unique nature of microbial-derived drugs and synthetic biology approaches.
  • 16.  High failure rates and lengthy development times.  Limited target identification and lack of novel mechanisms.  High costs and increasing regulatory hurdles Limitations
  • 17. Conclusion Overall, the future of microbial drug discovery holds immense promise, offering exciting opportunities to combat existing and emerging diseases with novel and sustainable solutions. Addressing the challenges through collaborative efforts and continued innovation will be crucial to unlock the full potential of this field.
  • 19. Microbiology by Lansing M. Prescott, A TEXTBOOK OF PHARMACEUTICS- I by Mr. Ankur Agrawal, NCBI 1. Jethwa, A., Bhagat, J., George, J., & Shah, S. (2023). Metagenomics for Drug Discovery (pp. 125–153). https://doi.org/10.1007/978-981-99-5281- 6_6 2. Kandi, V., Suvvari, T. K., Vadakedath, S., & Godishala, V. (2021). Microbes, Clinical trials, Drug Discovery, and Vaccine Development: The Current Perspectives. Borneo Journal of Pharmacy, 4(4), 311–323. https://doi.org/10.33084/bjop.v4i4.2571 3. Rahgu K, Shifali Choudhary, Triyugi Narain Kushwaha, Shashank Shekhar, Shambhavi Tiwari, Sheikh, I. A., & Srivastava, P. (2023). Microbes as a Promising Frontier in Drug Discovery: A Comprehensive Exploration of Nature’s Microbial Marvels. https://doi.org/10.5281/ZENODO.8149064 4. Simpson, A. (2023). Challenges and Opportunities for Bioactive Compound and Antibiotic Discovery in Deep Space. Journal of the Indian Institute of Science, 103. https://doi.org/10.1007/s41745-023-00385-6 References