AI Drug Discovery for Pharma and Biotech

Drug discovery

2

drugs

With orphan designations

Overview

Botulism is a neuroparalytic illness caused by potent neurotoxins produced by Clostridium botulinum and related species, characterized by symmetric descending flaccid paralysis beginning with cranial nerve deficits. It manifests through five transmission routes: foodborne (improperly preserved foods), wound (contaminated injuries/drug use), infant (intestinal colonization), iatrogenic (excessive botulinum toxin injections), and adult intestinal toxemia. Early antitoxin administration and intensive respiratory support are critical, as untreated cases progress to respiratory failure with 5-10% mortality [1][4][12].

Population

  • Infants <1 year account for most U.S. cases (65% of annual reports) [10][18]

  • Wound botulism predominates in adults with injection drug use (90% linked to black tar heroin) [18][19]

  • Foodborne cases often involve home-canned foods or fermented animal products [2][14]

Burden

  • Mortality: 5-10% with treatment, rising to 40-50% untreated [6][11]

  • Prolonged recovery (weeks-months) requiring rehabilitation for neuromuscular function [17][19]

  • Annual EU/U.S. incidence: 0.02-0.48 cases per 100,000, with sporadic outbreaks causing high attack rates [2][3][14]

Therapies

  • Immediate administration of botulinum antitoxin (heptavalent equine antitoxin/BabyBIG® for infants) [4][12]

  • Mechanical ventilation for respiratory paralysis (required in 20-65% of cases) [5][12]

  • Surgical wound debridement with penicillin/metronidazole for wound botulism [12][13]

Categories: rare infectious diseases, rare neurological diseases, rare ophthalmic disorders

Research Papers

1,355 drug discovery papers related to Botulism, with 3 first-in-class and 35 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

1,355 drug discovery papers related to Botulism, with 3 first-in-class and 35 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

2026-06-25 | Establishment of two Hypotheses for Gut Bacterial Alteration Process for Minimizing the Intestinal Communicable Diseases.

Intestinal communicable diseases like diarrhea, dysentery, nausea, vomiting, cholera, typhoid fever, paratyphoid fever, botulism, gastroenteritis, etc., are caused by different microbes. Intestinal microbial ecology is the most mysterious and complex environment for microbes. Bacteriophages are the dominant viruses in the intestinal microbiota. It is well established that gut microbial composition directly affects human health. Microbes use the gastrointestinal tract as niches there some factors or theories exist such as dietary, quorum sensing, and biosignaling, including biomass and biofilm production. Whereas if some microbial disbalance happens due to the effect of antibiotics or different toxin production or uninterrupted and unexpected factors dysbiosis occurs. The outcome of dysbiosis is different communicable diseases in the intestine. Alteration in microbiota can make crucial improvements in the microbiota environment and to the body's health. After reviewing evidence authors are of the opinion that two natural microbial phenomena that may be utilized as a hypothetical approach to prevent communicable diseases in the intestine, i.e., microbes-microbes competition strategy and introduction of bacteriophage to kill the target bacteria in the gut.

Open article ↗



2026-06-17 | When BAT Precedes BIG-IV in Infant Botulism: The Need for Structured Antitoxin Decision-Pathway Reporting in Case Reports.

In infant botulism, use of equine-derived botulinum antitoxin before BIG-IV may be clinically justified when the infant-specific product is delayed. Future case reports should document the treatment decision pathway, antitoxin timing, risk-benefit justification, guardian counseling, adverse-event monitoring, and relapse-prevention rationale to make such emergency decisions reproducible.

Open article ↗



2026-06-12 | Botulinum Toxin in Oral and Maxillofacial Surgery: Current Applications and Future Perspectives

AbstractBotulinum toxin (BTX), originally infamous for causing botulism, has emerged as a versatile and minimally invasive therapeutic and cosmetic tool in oral and maxillofacial surgery (OMFS). Its ability to selectively induce temporary, localized muscle paralysis with a favourable safety profile has revolutionized the management of functional, aesthetic, and pain-related conditions in the maxillofacial region. This review consolidates current literature, focusing on the physiology, mechanism of action, clinical applications, and safety considerations of BTX in OMFS, while highlighting recent advances and future prospects.

Open article ↗



2026-06-25 | Establishment of two Hypotheses for Gut Bacterial Alteration Process for Minimizing the Intestinal Communicable Diseases.

Intestinal communicable diseases like diarrhea, dysentery, nausea, vomiting, cholera, typhoid fever, paratyphoid fever, botulism, gastroenteritis, etc., are caused by different microbes. Intestinal microbial ecology is the most mysterious and complex environment for microbes. Bacteriophages are the dominant viruses in the intestinal microbiota. It is well established that gut microbial composition directly affects human health. Microbes use the gastrointestinal tract as niches there some factors or theories exist such as dietary, quorum sensing, and biosignaling, including biomass and biofilm production. Whereas if some microbial disbalance happens due to the effect of antibiotics or different toxin production or uninterrupted and unexpected factors dysbiosis occurs. The outcome of dysbiosis is different communicable diseases in the intestine. Alteration in microbiota can make crucial improvements in the microbiota environment and to the body's health. After reviewing evidence authors are of the opinion that two natural microbial phenomena that may be utilized as a hypothetical approach to prevent communicable diseases in the intestine, i.e., microbes-microbes competition strategy and introduction of bacteriophage to kill the target bacteria in the gut.

Open article ↗



2026-06-17 | When BAT Precedes BIG-IV in Infant Botulism: The Need for Structured Antitoxin Decision-Pathway Reporting in Case Reports.

In infant botulism, use of equine-derived botulinum antitoxin before BIG-IV may be clinically justified when the infant-specific product is delayed. Future case reports should document the treatment decision pathway, antitoxin timing, risk-benefit justification, guardian counseling, adverse-event monitoring, and relapse-prevention rationale to make such emergency decisions reproducible.

Open article ↗



2026-06-12 | Botulinum Toxin in Oral and Maxillofacial Surgery: Current Applications and Future Perspectives

AbstractBotulinum toxin (BTX), originally infamous for causing botulism, has emerged as a versatile and minimally invasive therapeutic and cosmetic tool in oral and maxillofacial surgery (OMFS). Its ability to selectively induce temporary, localized muscle paralysis with a favourable safety profile has revolutionized the management of functional, aesthetic, and pain-related conditions in the maxillofacial region. This review consolidates current literature, focusing on the physiology, mechanism of action, clinical applications, and safety considerations of BTX in OMFS, while highlighting recent advances and future prospects.

Open article ↗



Access all drug discovery articles and probability of success in trials forecasts:

Access all drug discovery articles and probability of success in trials forecasts:

Drug Discovery Landscape

2 orphan drug designations for Botulism, including 1 approved therapy.

2 orphan drug designations for Botulism, including 1 approved therapy.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

recombinant botulinum vaccine A/B

vaccines

FDA

2019-02-26

The Surgeon General, Department of the Army

botulism antitoxin heptavalent (A, B, C, D, E, F, G) (Equine)

antibodies

FDA

2011-06-29

2013-03-22

Cangene Corporation

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At Explority, we build first-of-its-kind AI to bring clarity to the earliest and riskiest stages of pharmaceutical research by forecasting which therapies are most likely to succeed. Explority AI web and mobile applications are properties of the Explority AI Inc., a company registered in the United States (File No. 10320493).
For all questions: support@explority.ai

Copyright © 2026 Explority AI Inc.

Explority AI logo

228 Park Ave S,
New York, USA.

At Explority, we build first-of-its-kind AI to bring clarity to the earliest and riskiest stages of pharmaceutical research by forecasting which therapies are most likely to succeed. Explority AI web and mobile applications are properties of the Explority AI Inc., a company registered in the United States (File No. 10320493).
For all questions: support@explority.ai

Copyright © 2026 Explority AI Inc.

Explority AI logo

228 Park Ave S,
New York, USA.

At Explority, we build first-of-its-kind AI to bring clarity to the earliest and riskiest stages of pharmaceutical research by forecasting which therapies are most likely to succeed. Explority AI web and mobile applications are properties of the Explority AI Inc., a company registered in the United States (File No. 10320493).
For all questions: support@explority.ai

Copyright © 2026 Explority AI Inc.