The European alchemists of the 12th century sought to find the philosopher’s stone, a substance that would transmute base metals, such as lead, into precious metals, such as silver and gold. Today, we discuss whether data analysis, including machine learning, can transmute base laboratory data into precious clinical tools. We will use antimicrobial susceptibility testing as a case-study for new applications of data analysis. Some of the questions we will address include:

• How can relatively simple data analyses be used to build upon current methods of verification of antimicrobial susceptibility testing?
• How do commercial systems analyze individual susceptibility results and can we improve on this analysis using new methods?
• Finally, what is the long-term potential for leveraging laboratory data and other clinical data to improve and support clinical decision making? And what needs to happen to realize this goal?

• Dr. Sanjat Kanjilal (twitter/𝕏)

The modern alchemy of clinical pathology: turning the output of microbiology laboratory operations into gold

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This episode of Editors in Conversation is brought to you by the Journal of Clinical Microbiology and hosted by JCM Editor in Chief, Alex McAdam and Dr. Elli Theel. JCM is available at https://jcm.asm.org and on https://twitter.com/JClinMicro.

Visit journals.asm.org/journal/jcm to read articles and/or submit a manuscript.

Antimicrobial resistance is a priority public health problem with complex roots and connotations. However, due to a lack of focus on this topic, research training programs, specifically those focused on AMR are limited. Additionally, scientific meetings that particularly highlight the science of antimicrobial resistance are scarce. We recently published a commentary that evaluates the state-of-the-art of the training programs in AMR in the US. We discuss this topic with the leading author and discussed the issue with leaders in the field.

• The challenges that training in AMR poses and how to approach them.
• The current status of training programs in the USA
• Specific strategies that could improve the access and dissemination of AMR research

• William M Shafer, PhD, Professor, Department of Microbiology and Immunology; Director
  Antimicrobial Resistance and Therapeutic Discovery Training Program.
• Lee H. Harrison, M.D. Professor of Medicine and Epidemiology, Associate chief of epidemiology and education Division of Infectious Diseases, University of Pittsburgh School of Medicine. Director University of Pittsburgh Antimicrobial Resistance T32 Program

• Ensuring a sustained workforce to combat antibiotic resistance in the 21st century: the critical need for training the next-gen of scientists at the pre-doctoral level

This episode is brought to you by the Antimicrobial Agents and Chemotherapy journal available at aac.asm.org. If you plan to publish in AAC, ASM Members get up to 50% off publishing fees. Visit asm.org/membership to sign up.

Visit journals.asm.org/journal/aac to browse issues and/or submit a manuscript.

Rhodococcus infections are uncommon, however they can cause serious disease in certain patients. There are a number of challenges though when dealing with Rhodococcus infections, including the fact that much of what we know around their susceptibility profiles and the clinical management of infected individuals actually comes from a number case series and in some situations, from the veterinary literature. So today, our two guests are going to tell us about their experiences with Rhodococcus over a 10-year period and bring us up-to-speed on things like:

• Which species of Rhodococcus are most commonly isolated and associated with clinical disease
• What is the recommended approach to susceptibility testing for Rhodococcus and what sorts of susceptibility trends do we see at both the genus and species levels
• And also, of course, we’re going to talk about the clinical manifestations and outcomes of clinically significant Rhodococcus infections

• Adi S. Shah, M.B.B.S., Mayo Clinic
• Nancy L. Wengenack, Ph.D., Mayo Clinic

Rhodococcus infection: a 10-year retrospective analysis of clinical experience and antimicrobial susceptibility profile | Journal of Clinical Microbiology

This episode of Editors in Conversation is brought to you by the Journal of Clinical Microbiology and hosted by JCM Editor in Chief, Alex McAdam and Dr. Elli Theel. JCM is available at https://jcm.asm.org and on https://twitter.com/JClinMicro.

Visit journals.asm.org/journal/jcm to read articles and/or submit a manuscript.

Follow JCM on Twitter via @JClinMicro