Without an international commitment to tackle the issue, the world faces a future in which simple infections that have been treatable for decades become deadly diseases, they warned.
Resistance to antibiotics to tackle bacterial infections and antimicrobial drugs used to treat parasites, viruses and fungi is spreading at an alarming rate.
Treatment for many infectious diseases is now reliant on just one or two drugs.
Professor Mark Woolhouse of the University of Edinburgh, and Dr Jeremy Farrar, Director of the Wellcome Trust, outlined their concerns at an event hosted by the Royal Society in London and in a Comment piece published online in the journal 'Nature' on Thursday.
The authors recommended the foundation of a powerful global organisation similar to the Intergovernmental Panel on Climate Change (IPCC) to lead an international response.
They argued the growing threat of antimicrobial resistance is similar to that posed by climate change because it is a natural process exacerbated by human activity and the actions of one country can have global ramifications.
Yet the international response to this threat caused by the overuse and misuse of antimicrobial drugs has been feeble, they said.
They are calling for the creation of an independent body to oversee surveillance efforts and set strict evidence-based targets, to stem the loss of drug potency and speed the development of new therapies.
Such an organisation should work closely with the national governments and international agencies who will be tasked with implementing its recommendations.
Treatment for cancer and diabetes, as well as organ transplants, would be impossible in their current form.
Industrial agriculture would also suffer, owing to the increased use of antibiotics in animals as growth promoters.
"The World Health Organisation has missed opportunities to provide leadership, and very little progress has been made", Jeremy Farrar said.
"The result has been the emergence of strains of infections including tuberculosis and malaria, pneumonia and gonorrhoea that resist all known classes of drugs", he added.
"The time has come to stop re-stating the problems of antimicrobial resistance and start taking action", Mark Woolhouse said.
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