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why test for antimicrobial susceptiblity?
• Know which antibiotics can or especially can't be used for treatment / experiments
• Assess which dose may be required for treatment
• Epidemiology (spread of resistance)

tests for antimicrobial susceptiblity: phentoypic tests
• Disc diffusion assay
• Broth dilution test (MIC test)
• E-test
broth dilution test
• incubation in presence of a concentration range of the antibiotic
• MIC (minimal inhibitory concentration): lowest concentration of antibiotic that inhibits growth
tells you exactly at what point the bacteria becomes resistant
you’re looking for the point the growth stops
quantifiable test, a lot of work


E-test
• strip with predefined antibiotic gradient
prepare bacteria culture on petri dish
in the middle you lay this drip (top pic)
the strip has gradient of concentratiosn of antibiotic - higher numbers = higher doses
starts diffusing int othe medium
highest conc would spread furthest and kill more - until it cant kill anymore cos it gets diluted as it spreads out
MIC (Minimum Inhibitory Concentration) would be between 1.5 and 2 where inhibition stops
can put multiple ones on same plate - just make sure diff antibiotics are far enough away from each other to not react with each other

disc diffusion assay
same idea as E test but no gradient
take plates, prepare same way, but get paper disks with antibiotics - if you get large inhibition zone = dead bacteria/cant grow/susceptible to the antibiotic = not resistant
if they dont get killed then zonewould be small/non existent so they are resistant


practical setup of disc diffusion assay
• plate
• bacterial suspension (E. coli)
• pipette
• spreader
• forceps
• discs impregnated with antibiotic
3 discs per plate provided, with:
• Penicillin G (P10)
• Ertapenem (ETP10)
• Ciprofloxacin (CIP5) or Tetracycline (TE10)

Tests for antimicrobial susceptibility: pros and cons
Advantages phenotypic tests:
• proves resistance/susceptibility
• Test for multiple antimicrobials in single experiment
• Some tests give MIC value > informs treatment
Disadvantages phenotypic tests:
• slow > maybe too slow in specific cases
• requires culture available
Molecular/genomics-based methods for antimicrobial resistance detection
Tests for antimicrobial susceptibility: genotypic tests
PCR
Disadvantages for rapid diagnostics:
• sensitive for contamination
• requires special (expensive) thermocycler
• can be difficult to multiplex, not robust

LAMP (Loop-mediated isothermal Amplification)
isothermal - temp doesnt change
simple DNA extraction method (one lysis and absorbance step)
PCR at one temperature (65 or 67 degrees) using 4 primer pairs
visual detection by green fluorescence or measurement of tubidity by real-time turbidimeter


(Loop-mediated isothermal Amplification) LAMP
pic compares lamp to pcr
advantages of LAMP
• more rapid and (semi)quantitative
• less-specialised equipment requirement
• can be used with easy detection systems
— On-site/on-farm rapid detection
— Strip-based colorimetric detection

genotypic tests AMR (antimicrobial resistance)
Advantages genotypic tests:
• highly specific
• rapid
• culture-independent
Disadvantages genotypic tests:
• does not prove resistance
• does not inform about MIC
• needs separate test for each target

Use of genomics / genome sequences in AMR & drug discovery
AMR
• Large collections of genomes nowadays available
— (Genbank, PubMLST, Enterobase, other repositories)
• Can be used for predicting antimicrobial resistance genes
• Genotypic predictions may need subsequent validation
example data obtained
• Pornsukarom et al, BMC Genomics 2018
• Salmonella enterica isolates
typed for:
• serotype
• 6 types of antibiotic
resistances
• Check for correlations
between AMR types

potential weaknesses of all computational methods
Based on search algorithms and scores
• May miss point mutations
• Minor sequence differences may have major functional implications!
Presence of gene(s) does not mean functionality
• Expression levels, other genes/metabolites required?
Still 90-99% correlation found in different studies/bacteria!
ALL THESE ANALYSES REQUIRE APPROPRIATE VALIDATION!