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Group Sharing. Wordle. What is antibiotic resistance?. Antibiotic resistance often confused with virulence Virulence refers to factors that enable a bacterium to attach to host cells, invade tissue, avoid the immune system, form biofilms and establish an infection

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Group Sharing



What is antibiotic resistance

What is antibiotic resistance?

  • Antibiotic resistance often confused with virulence

    • Virulence refers to factors that enable a bacterium to attach to host cells, invade tissue, avoid the immune system, form biofilms and establish an infection

    • Antibiotic resistance refers to the ability of a bacterium to grow in the presence of antibiotics

Mechanisms of antibiotic resistance

Mechanisms of Antibiotic Resistance

Mechanisms of antibiotic resistance1

Mechanisms of Antibiotic Resistance

Spread of antibiotic resistance

Spread of Antibiotic Resistance

  • Vertical transmission: Genes passed to cell’s offspring

  • Horizontal transmission: Genes passed to other cells of the same or different species

    • Conjugation – cell to cell contact *

    • Transformation– naked DNA picked up by cells

    • Transduction – viruses carry genes to new cells

      * Conjugation may be most common method of horizontal transfer

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Marian Koshland Science Museum of the National Academy of Science:

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Marian Koshland Science Museum of the National Academy of Science:

What is the origin of resistance genes

What is the origin of resistance genes?

  • In nature antibiotics function at low concentrations in metabolic and regulatory pathways

  • Antibiotic resistance genes coevolved with these “antibiotics”

  • In nature resistance genes may function in detoxification of metabolic intermediates; inhibition of virulence factors; regulation of signal trafficking

  • In clinical settings, the high concentrations of antibiotics apply selective pressure and the most important function of the genes is for resistance to the deadly effects of the antibiotic

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Resistance genes evolved in nature 

Moved to humans in commensal bacteria 

Evolved in pathogenic bacteria

What effect will they have back in nature?

José L. Martínez, et al., Science 321, 365 (2008)

Selection for antibiotic resistance bacteria

Selection for Antibiotic Resistance Bacteria

Antibiotic use in animals

  • Use: growth promoters and for prophylactic treatment

  • 70% of the antibiotics and similar drugs used in the US go into animal feeds

  • Sensitive bacteria killed over time and resistant ones survive

Selection for antibiotic resistance bacteria1

Selection for Antibiotic Resistance Bacteria

Antibiotic use in humans - concerns

  • Prescribing bacterial antibiotics for viruses

  • Prescribing the wrong drug or not checking susceptibility of organism

  • Not completing the whole course of drugs

  • Biofilms at infection site protecting bacteria

Over the counter antibiotics

Over the Counter Antibiotics

  • Self-prescribing and taking meds for too few days

  • Antibiotics available in many countries

  • 6/6/2010

Http antibiotics withoutaprescription net

Selection for antibiotic resistance bacteria2

Selection for Antibiotic Resistance Bacteria

In Biofilms

Am. Sci., November-December 2005 Volume 93, Number 6 Page: 508

Selection for antibiotic resistance bacteria3

Selection for Antibiotic Resistance Bacteria

Development of Antibiotic Resistance in Biofilms

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are hiding in plain sight.

Human sites: middle ear, teeth, intestines, infected lungs

Conjugation and transformation occur in biofilms  spread of resistance genes

Selection for antibiotic resistance bacteria4

Selection for Antibiotic Resistance Bacteria


  • “Core” and transient colonizers are the major source of resistance genes in human flora

  • Some commensals become opportunistic pathogens due to selective pressure

Volume 4, Number 5, 2009 / Microbe, p231

Selection for antibiotic resistance bacteria5

Selection for Antibiotic Resistance Bacteria


  • Alliance for the Prudent Use of Antibiotics has started a project of evaluating and tracking antibiotic resistance genes in nature since data is scattered and incomplete

  • Project called ROAR – Reservoirs of Antibiotic Resistance Network

    • Collect & analyze genetic data (using literature)

    • Modeling

    • Encouraging funding and research for this work

    • ROAR

Selection for antibiotic resistance bacteria commensals

Selection for Antibiotic Resistance BacteriaCommensals

Human Microbiome Project

  • Determining whether individuals share a core human microbiome

  • Understanding whether changes in the human microbiome can be correlated with changes in human health

  • Developing the new technological and bioinformatic tools needed to support these goals

Looking at data gapminder

Looking at data: Gapminder

Looking at data worldmapper

Looking at data: Worldmapper


  • Can download Excel file with data and notes

  • Can compare with a territory or pop. map

Pneumonia deaths 2002

Pneumonia Deaths - 2002

Pneumonia caused 6.9% of all deaths worldwide in 2002, an average was 634 deaths per million people per year.

Looking at data world bank visualizer

Looking at data: World Bank Visualizer

Looking at data mdg gapminder

Looking at data: MDG Gapminder

Sources of data

Sources of data

These sites provide data sets-

  • World Bank

  • Gapminder data

  • Worldmapper data

  • WHO

  • UN divisions

Collecting and analyzing data

Collecting and Analyzing Data

  • ESAC – European Surveillance of Antimicrobial Consumption - database

  • EARSS – European Antimicrobial Resistance Surveillance System - database

  • Example: Examine the relationship between antibiotic consumption and resistance

    • % Streptococcus pneumoniae that are antibiotic resistant

    • % Staphylococcus aureus that are MRSA (methicillin resistant)

Streptococcus pneumoniae

Streptococcus pneumoniae

  • Part of normal flora of upper respiratory system

  • Causes pneumonia, ear infections, sinusitis

  • Leading cause of invasive bacterial disease in children and the elderly

Resistance vs consumption

Resistance vs. Consumption

  • Strong correlation

  • Development of drug resistance after antibiotic introduced occurs faster than the decline of drug resistance after use is terminated

EID, Vol. 10, No. 3, March 2004, p. 515

Working with data

Working with data

  • Google Docs Motion Gadget

    • Create data in Google Docs spreadsheet

    • Insert Motion Gadget

    • Choose the range for data


  • Data set prepared in Google Docs:

    • Antibiotic consumption

    • % Staphylococcus aureus that are MRSA

    • % Streptococcus pneumoniae that are resistant to penicillin

Things to consider

Things to consider

  • What kind of questions can you ask?

  • What happens with missing data?

  • Does seeing at a correlation demonstrate causality?

The end

The End

Spa typing

spa typing

The spa-type database of the Public Health Research

Institute Tuberculosis Center includes >950 clinical S. aureus

isolates; most (~80%) are methicillin resistant. DNA

sequence analysis identified 37 unique, 24-bp SSR types; one

type was 1 codon longer. The number and organization of the

repeat types define the S. aureus spa type; to date, 186 spa

types have been identified and catalogued in a relational


Loci with short sequence repeat (SSR)

regions may have suitable variability for discriminating

outbreaks (16). Two S. aureusgenes conserved within the

species, protein A (spa) and coagulase (coa), have variable

SSR regions constructed from closely related 24- and 81-bp

tandem repeat units, respectively.

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  • We now know more about the mechanism by which bacteria develop antibiotic resistance. Strains of methicillin-resistant S. aureus have developed through acquisition of mobile genetic elements which carry the mecA gene, which encodes a protein (penicillin-binding protein 2a) that penicillin does not bind or attach to. The effectiveness of penicillin antibiotics relies on the ability to bind to the surface of the bacteria. The mecA gene is carried on a mobile genetic element called a cassette (SCCmec cassette). A genetic cassette may carry a number of genetic elements, much like a compact disc holds more than one song – in the case of MRSA, the cassette carries the mecA gene, and depending on the strain of S. aureus may also carry other resistance factors that provide protection against other antibiotics, as well as a variety of virulence factors.

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  • Currently, there are 4 recognized clones or types of SCCmec - I through IV, with SCCmec IV being the most common. The structure of the mecA genes are similar, but the gene structure is significantly different than the hospital-acquired strains. Because of the differences in mecA gene structure and cassette components, hospital-acquired strains tend to be resistant to multiple antibiotics, and are associated more often with surgical wound infections, urinary tract infections, bloodstream infections, and pneumonia. Community-acquired strains do not share the same antibiotic resistance patterns as the strains circulating in the hospital, and tend to cause infections associated with methicillin susceptible strains of S. aureus in the community – skin infections (pimples, boils, impetigo, infected cuts, etc.), but can also cause more serious infections like pneumonia.

  • Read more at Suite101: Drug Resistant Bacteria: Relationship Between Community and Hospital Acquired Infections

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