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Broth microdilution

Broth microdilution is a standardized reference in for determining the () of agents against , involving serial twofold dilutions of antibiotics in small volumes of within 96-well microtiter plates. This technique allows for the precise quantification of the lowest concentration that inhibits visible after incubation, typically at 35–37°C for 16–20 hours. It is widely used in both clinical diagnostics and research to guide antibiotic therapy, monitor resistance patterns, and evaluate new compounds. Broth dilution methods originated with Alexander Fleming's 1929 serial dilution tests for penicillin . Broth microdilution was pioneered in 1977 to enable high-throughput testing using small volumes in microtiter plates. Standardized by organizations such as the Clinical and Laboratory Standards Institute (CLSI) and the European Committee on Antimicrobial Susceptibility Testing (EUCAST), broth microdilution is recommended as the gold standard for certain antibiotics like due to its high precision and ability to test multiple agents simultaneously in a single plate. Its advantages include low reagent volumes, cost-effectiveness for routine use, and adaptability for fastidious organisms or through modifications in media or incubation conditions. Compared to disk diffusion or agar dilution, it provides quantitative data essential for pharmacokinetic/pharmacodynamic modeling and susceptibility breakpoints.

Introduction

Definition and Purpose

Broth microdilution is a standardized quantitative technique employed in to evaluate susceptibility by preparing serial dilutions of antibiotics or antifungals in medium within the wells of a microtiter plate, typically a 96-well format, followed by with a standardized microbial . This method allows for the precise determination of the (), defined as the lowest concentration of the agent that inhibits visible growth of the after a specified , usually 16–24 hours at 35–37°C. The endpoint is typically assessed by for or colorimetric indicators, providing a measurable threshold for microbial inhibition. The primary purpose of broth microdilution is to assess the susceptibility of bacterial or fungal isolates to specific agents, enabling clinicians to select appropriate therapies tailored to the pathogen's sensitivity profile. By generating values, the technique facilitates the categorization of isolates as susceptible, , or resistant according to established clinical breakpoints, thereby guiding decisions to optimize outcomes and reduce the risk of therapeutic failure. Furthermore, it plays a vital role in surveillance programs, where aggregated data from diverse isolates help track resistance trends, inform policies, and support the development of new therapeutic strategies. In the context of , the serves as a foundational metric that correlates exposure with microbial killing, linking results to and aiding in the of optimal dosing regimens to achieve concentrations above the threshold for effective treatment. This method is recognized as the gold standard for and is standardized by authoritative bodies such as the Clinical and Laboratory Standards Institute (CLSI) to ensure reproducibility and reliability across laboratories.

Historical Development

Broth microdilution emerged in the and as a refinement of earlier macro-dilution techniques, which originated in the late 1920s with Alexander Fleming's method for assessing activity through dilutions in larger volumes of liquid media. This miniaturization leveraged 96-well microtiter plates, initially developed by Hungarian virologist Gyula Takátsy in 1951–1955 to combat an outbreak by enabling high-throughput serological testing, and later adapted for bacterial susceptibility testing in clinical laboratories to enhance efficiency and reduce reagent use. By the mid-, the method gained traction for its ability to perform multiple tests simultaneously with microliter-scale volumes (approximately 100 μL), marking a significant improvement over labor-intensive macro methods. Key innovations in the included of plate preparation and reading, exemplified by Dynatech Laboratories' introduction of the MIC-2000 system around 1978, a dispensing instrument that standardized dilutions in microtiter trays and improved reproducibility for routine susceptibility testing. Standardization efforts accelerated in the 1980s through the National Committee for Clinical Laboratory Standards (NCCLS, now the Clinical and Laboratory Standards Institute or CLSI), which published the first tentative guideline (M7-T) in 1979 for broth dilution s, followed by approved standards that formalized broth microdilution protocols for determining minimum inhibitory concentrations (MICs) of aerobic . These NCCLS/CLSI documents addressed variability in , inoculum, and conditions, establishing the as a reference standard for clinical . Parallel standardization efforts by the Committee on Antimicrobial Susceptibility Testing (EUCAST), established in 1997, have further harmonized broth microdilution methods internationally. The 1990s and 2000s saw a shift from manual to fully automated commercial systems, incorporating broth microdilution principles for high-throughput analysis. The VITEK system, originating from NASA-sponsored in the 1960s and commercialized by in the 1980s (with VITEK 2 launched around 2000), automated identification and susceptibility testing using miniaturized cards based on microdilution technology. Similarly, Becton Dickinson's Phoenix system, cleared by the FDA in 2003, integrated optical detection for rapid results in automated panels. CLSI guidelines evolved to tackle emerging resistance, with the 12th edition of M07 in 2024 updating broth microdilution procedures for specific antimicrobials and media supplements to ensure relevance against multidrug-resistant pathogens.

Principles and Methodology

Underlying Principles

Broth microdilution is grounded in the principle of preparing serial two-fold dilutions of agents in a nutrient broth medium within the wells of a microtiter plate, establishing a concentration gradient that spans from high to low levels of the agent. This setup enables the identification of the threshold concentration at which bacterial growth is inhibited, known as the (MIC). The dilution process follows the equation C_n = \frac{C_0}{2^n}, where C_n is the concentration in the nth well, C_0 is the initial concentration, and n represents the dilution step, typically resulting in twofold reductions across 8-12 wells per row. At its microbiological foundation, the method exploits the logarithmic (exponential) growth phase of in liquid , where cells replicate rapidly and are most susceptible to s. Antimicrobials exert their effects through specific mechanisms, such as disrupting cell wall synthesis (e.g., beta-lactams targeting assembly) or blocking protein synthesis (e.g., aminoglycosides interfering with ribosomal function), leading to halted replication or . The is defined as the lowest concentration preventing visible bacterial growth, manifested as the absence of in the well, which indicates that the antimicrobial has effectively suppressed proliferation to below detectable levels under standard conditions. Critical factors influencing the reliability of this method include the of the bacterial inoculum at approximately $5 \times 10^5 colony-forming units per milliliter (CFU/mL) in the final well volume, ensuring consistent starting densities for comparable growth inhibition assessments. occurs under aerobic conditions at 35-37°C for 16-20 hours, promoting uniform while mimicking physiological temperatures relevant to clinical infections. determination relies on for lack of or, alternatively, spectrophotometric measurement of optical density to quantify growth absence objectively.

Materials and Equipment

The broth microdilution method relies on standardized materials and equipment to facilitate precise serial dilutions of s and consistent assessment of inhibition, as outlined in established guidelines for testing. Essential consumables include sterile, disposable tips compatible with multichannel pipettes to prevent cross-contamination during dispensing, along with 0.85% saline for preparing bacterial suspensions and dilutions. Positive growth controls consist of bacterial inoculum in -free to verify viability, while negative controls use uninoculated to confirm sterility. Microtiter plates are 96-well trays, typically featuring U- or V-bottom wells to promote bacterial pelleting and improve visibility during evaluation, with each well holding approximately 200 μL of . Key encompass cation-adjusted Mueller-Hinton (CAMHB) as the base medium, formulated to maintain consistent divalent cation levels (50-90 mg/L calcium and 20-40 mg/L magnesium) for reproducible activity across bacterial . Antimicrobial stock solutions are prepared from powders of known potency, typically at concentrations of 1000-5120 μg/mL in appropriate solvents, and stored frozen until use. The bacterial inoculum is standardized by suspending fresh colonies in saline to a 0.5 McFarland standard (equivalent to 1-2 × 10^8 CFU/mL), then further diluted in CAMHB to a working concentration of approximately 5 × 10^5 CFU/mL per well. Required equipment includes multichannel (8- or 12-channel models adjustable for 50-200 μL volumes) for simultaneous dispensing into multiple wells, enhancing efficiency and minimizing variability. An incubator maintained at 35°C ± 2°C provides the controlled aerobic environment for overnight , usually 16-20 hours. Results are assessed visually using a plate-reading mirror to detect or quantitatively via a spectrophotometer or measuring optical density at 600 nm.

Step-by-Step Procedure

The broth microdilution procedure involves preparing dilutions of agents in a 96-well microtiter plate, followed by with a standardized bacterial , inclusion of appropriate s, and to assess inhibition. Preparation of antimicrobial dilutions: Begin by selecting a suitable medium, such as cation-adjusted Mueller-Hinton , to maintain physiological conditions for bacterial . Prepare solutions of the agent at a concentration twice the highest desired final concentration (e.g., 256 μg/mL for a starting final concentration of 128 μg/mL), using appropriate solvents and diluents as specified for . Prepare two-fold dilutions of the in the medium at twice the desired final concentrations (e.g., 256, 128, 64, ..., 0.5 μg/mL) in separate tubes or a master dilution plate. Dispense 50 μL of each dilution into the corresponding wells (columns 1 through 10 or 11) of a sterile 96-well flat-bottom microtiter plate. Add 50 μL of alone to wells (column 11 or 12). This setup ensures a logarithmic concentration gradient for precise (MIC) determination, based on the principles of . Inoculation: Standardize the bacterial inoculum by adjusting an overnight to a 0.5 McFarland standard, equivalent to approximately 1.5 × 10^8 CFU/mL, using a spectrophotometer or meter. Dilute this suspension 1:100 in the same medium (yielding approximately 1.5 × 10^6 CFU/mL) to achieve the working inoculum. Add 50 μL of the diluted inoculum to each well containing the dilutions (columns 1–10 or 11) and the growth control wells, resulting in a final volume of 100 μL per well and a final inoculum density of approximately 5 × 10^5 CFU/mL. Perform this step promptly to avoid changes in viability, and use a multichannel for efficiency and consistency across replicates. Controls: Include a growth control by adding 50 μL of the inoculum to 50 μL of -only wells (typically column 11 or 12) to confirm bacterial viability and expected growth. Set up a sterility control with 100 μL of alone (no inoculum) in the remaining wells of column 12 to detect . Incorporate quality control strains, such as ATCC 25922, in separate panels on the same plate or a dedicated plate to validate the test's performance against established MIC ranges. These controls ensure the reliability of the assay and adherence to standardized protocols. Incubation and reading: Seal the plate with a breathable adhesive film to prevent and , then incubate at 35–37°C in ambient air for 16–20 hours, using a stationary or shaking as appropriate for the . After , examine the wells visually under good against a white background for ; clear wells indicate inhibition. For quantitative assessment, use a reader to measure optical density at 600 nm (), considering wells with OD600 < 0.1 as no growth relative to the growth control. Avoid disturbing the plate before reading to prevent false results from settling.

Interpretation and Analysis

Determining Minimum Inhibitory Concentration

The minimum inhibitory concentration () in broth microdilution is defined as the lowest concentration of an antimicrobial agent that completely inhibits visible growth of the inoculum organism, corresponding to 100% inhibition relative to the growth control well. This is determined after by on a non-reflecting surface, using an unaided eye or reading mirror to identify the first clear well lacking , button formation, or thin film. For ambiguous cases, such as partial growth or reduced but visible turbidity, guidelines specify alternative thresholds: the Clinical and Laboratory Standards Institute (CLSI) and European Committee on Testing (EUCAST) recommend reading the at 80% growth reduction for agents like trimethoprim-sulfamethoxazole, while 50% inhibition may apply in specific contexts for other drugs, though 100% remains the default for most . MIC values are reported in μg/mL (or mg/L), using a dilution series format such as ≤0.5, 1, 2, 4, up to the highest tested concentration, ensuring the value reflects the precise twofold dilution step where inhibition occurs. These are then categorized as susceptible (S), intermediate (I), or resistant (R) based on organism-specific breakpoints from CLSI M100 or EUCAST tables, which integrate pharmacokinetic/pharmacodynamic data to guide clinical decisions. Common issues include trailing endpoints, characterized by partial growth (e.g., faint haze or small buttons) in wells above the true , particularly with bacteriostatic agents like tetracyclines or sulfonamides; these are resolved by reading at complete (100%) inhibition and ignoring minor pinpoint growth unless specified otherwise. As an optional follow-up to assess bactericidal activity, the (MBC) can be determined by subculturing 10 μL from wells at or above the onto plates without ; the MBC is the lowest concentration yielding fewer than 5 colonies (≥99.9% kill) after overnight incubation. For example, in a twofold dilution series of an antimicrobial (e.g., 0.5, 1, 2, 4, 8 μg/mL) showing visible growth (turbidity) up to 4 μg/mL and complete inhibition starting at 8 μg/mL, the MIC is reported as 8 μg/mL.

Quality Control Measures

Quality control measures are essential to ensure the reliability and reproducibility of broth microdilution results, adhering to standardized protocols outlined in CLSI guidelines. These measures involve routine testing of reference strains to validate the performance of the assay, including inoculum preparation, media quality, and antimicrobial agent activity. Control strains recommended by CLSI, such as Staphylococcus aureus ATCC 29213 and Enterococcus faecalis ATCC 29212, are used for quality control and should be tested daily or weekly depending on laboratory volume. For example, the expected minimum inhibitory concentration (MIC) range for oxacillin against S. aureus ATCC 29213 is 0.12–0.5 μg/mL in cation-adjusted Mueller-Hinton broth. These strains are selected for their stable susceptibility profiles and are commercially available from repositories like ATCC to minimize variability. Validation steps include verifying inoculum accuracy using a spectrophotometer to achieve a 0.5 McFarland (approximately 1–2 × 10^8 CFU/mL prior to dilution), ensuring consistent bacterial density across tests. Media sterility is confirmed by incubating uninoculated wells, which should show no after the standard incubation period, while antimicrobial potency for in-house preparations can be assessed via (HPLC) if is suspected. Troubleshooting addresses potential sources of error, such as false positives due to , which can be resolved by repeating the test with fresh and verifying sterility; false negatives may result from under-incubation or incorrect , necessitating checks of equipment calibration. For fastidious organisms, environmental factors like CO2 levels (5% for certain species) must be monitored to prevent growth inhibition. Documentation is critical for compliance and continuous improvement, involving logging of all QC results with dates, observed MICs, and any deviations, alongside participation in external proficiency testing programs such as those offered by the () to benchmark laboratory performance against peers. If QC results fall outside established ranges, testing is halted until the issue is resolved and documented.

Advantages and Limitations

Advantages

Broth microdilution offers quantitative precision by determining the exact () of antimicrobials, enabling precise dose optimization in clinical settings. This method provides numerical MIC values, contrasting with qualitative approaches that only indicate categories without specific concentration . The resulting MICs support pharmacokinetic/pharmacodynamic modeling for tailored therapy, improving treatment efficacy against resistant pathogens. The 96-well microtiter plate format facilitates high throughput, allowing simultaneous testing of multiple antimicrobials against various isolates in a single run. Each well typically requires only 50-100 μL of , significantly reducing volumes compared to traditional tube-based macrodilution methods that use 1-2 mL per test. Recent optimizations, such as using reduced volumes in 384-well plates, further lower consumption and environmental impact while maintaining MIC accuracy. This efficiency minimizes hands-on time and supports high throughput when integrated with . Standardization through Clinical and Laboratory Standards Institute (CLSI) protocols ensures high reproducibility across laboratories, with inter- and intralaboratory agreement often exceeding 90% for results within one to two dilutions. These guidelines define precise conditions for inoculum preparation, , and endpoint reading, promoting consistent outcomes in diverse settings. Cost-effectiveness arises from reduced media and reagent consumption, making the method scalable for large-scale antimicrobial surveillance programs, such as those monitoring (MRSA) prevalence. The low per-test volume lowers overall expenses, enabling broader implementation in resource-limited environments without compromising accuracy.

Limitations

Broth microdilution testing demands high technical precision in pipetting agents and preparing standardized bacterial inocula, typically adjusted to a 0.5 McFarland standard to achieve 5 × 10^5 CFU/mL in the final well. Errors in these manual steps, such as inconsistent volumes or inoculum density, can propagate through serial dilutions, resulting in variability greater than one twofold dilution step in up to 5-10% of tests without proper controls. The procedure requires 18-24 hours of for most aerobic , extending to 48 hours or more for certain organisms, which delays clinical decision-making compared to faster phenotypic methods. While manual setups use inexpensive materials, automating the process with systems like the BD or VITEK involves substantial upfront investment for equipment and software integration. Scope limitations restrict its applicability to fastidious anaerobes, such as species, or slow-growing pathogens like , where poor growth in standard cation-adjusted Mueller-Hinton broth necessitates specialized anaerobic chambers, supplemented media, or alternative protocols. Similarly, the method struggles to assess resistance in -forming bacteria, as planktonic cell testing overlooks the protective matrix that can increase tolerance by 10-1000 fold, requiring biofilm-specific adaptations like pre-formed biofilm models. Interpretive challenges arise because the MIC reflects static in vitro inhibition under controlled conditions and does not reliably predict in vivo efficacy, influenced by host factors like or tissue penetration. Results are also sensitive to environmental variables, including media pH (ideally 7.2-7.4) and cation levels (e.g., magnesium and calcium), which can alter activity by up to twofold. measures, such as testing reference strains daily, can help reduce technical variability but do not fully address these inherent interpretive constraints.

Comparisons with Other Methods

Versus Disk Diffusion

Broth microdilution employs serial two-fold dilutions of antibiotics in liquid media within 96-well microtiter plates, enabling quantitative determination of the () by assessing bacterial growth inhibition after overnight incubation. In contrast, disk diffusion involves spreading a standardized bacterial inoculum on Mueller-Hinton plates, applying antibiotic-impregnated disks, and measuring the diameter of clear zones of inhibition following 16–18 hours of incubation to categorize susceptibility qualitatively. The primary outcome of broth microdilution is a precise numerical value, which facilitates pharmacokinetic/pharmacodynamic (PK/PD) correlations for optimizing dosing regimens, whereas disk diffusion provides categorical results—susceptible (S), intermediate (I), or resistant (R)—based on zone diameters, such as ≥21 mm indicating susceptibility for ceftazidime against (30 μg disk). While broth microdilution offers superior resolution for detecting subtle resistance shifts, it is more labor-intensive and expensive (costing $10–$22 per panel) compared to the simpler, lower-cost ($2.50–$5) disk diffusion method. CLSI breakpoints harmonize interpretations between the two methods by linking MIC thresholds to corresponding zone sizes, yet discrepancies occur in 10–20% of tests, often with beta-lactams where MICs near breakpoints (e.g., 4–16 mg/L for ceftazidime-avibactam) yield inconsistent S/I/R categorizations. Disk diffusion incubation is typically faster at 18 hours and suitable for broad screening, but it lacks the precision of broth microdilution for values close to clinical breakpoints, potentially leading to very major errors (false susceptible) in up to 7.5% of cases. In practice, broth microdilution is the reference method for confirmatory testing and research requiring exact MICs, such as in programs, while disk diffusion remains the workhorse for routine clinical screening due to its accessibility and flexibility in resource-limited settings.

Versus Gradient Diffusion (E-test)

Broth microdilution and the E-test (also known as diffusion) are both quantitative methods for determining the (MIC) of antimicrobials against , but they differ fundamentally in their approaches. In broth microdilution, antimicrobials are serially diluted across wells in a microtiter plate containing a standardized inoculum in liquid medium, allowing for the assessment of a full range of concentrations in a 96-well format. In contrast, the E-test employs a strip impregnated with a predefined of the antimicrobial (typically spanning 0.016–256 µg/mL), which is placed on an inoculated with the test organism; the MIC is read at the point where the edge of the inhibition ellipse intersects the strip. This method eliminates the need for manual dilutions, simplifying preparation for individual agents. Both techniques yield precise MIC values, facilitating breakpoint interpretation according to standards like CLSI or EUCAST, but they offer distinct practical advantages depending on the context. The E-test is particularly convenient for testing single agents, as it requires no pre-prepared dilutions and can be applied directly to tailored for fastidious organisms, such as those requiring or CO2 supplementation. Broth microdilution, however, provides greater standardization for susceptibility panels, enabling simultaneous testing of multiple drugs in a single plate, which is ideal for routine high-throughput workflows. For fastidious species like or anaerobes, the E-test's -based format often performs better due to easier adaptation of growth conditions compared to the liquid environment of broth microdilution. Studies evaluating the correlation between the two methods consistently report high agreement, typically exceeding 90% within ±1 log2 dilution of the , indicating reliable interchangeability for most clinical isolates. For instance, in testing against , agreement rates reached 97% and 95% categorical concordance. However, discrepancies can occur, with the E-test tending to overestimate MICs—particularly on Mueller-Hinton agar—due to dynamics and edge-reading variability, potentially leading to minor errors in categorization for border-line isolates. considerations also favor broth microdilution for broader applications; E-test strips range from $2–5 per test, while commercial broth panels cost approximately $1 per equivalent determination when amortized across multiple agents. In practice, the choice between methods aligns with laboratory needs: broth microdilution suits high-volume routine testing of standardized panels, whereas the E-test excels for confirmatory testing of non-standard or fastidious organisms, or when rapid setup for a single drug is prioritized. This complementary use enhances overall by balancing precision, ease, and resource efficiency.

Applications

Clinical Microbiology

In clinical microbiology laboratories, broth microdilution serves as a reference method for determining antimicrobial susceptibility of key pathogens, such as and species, isolated from . This technique quantifies the (MIC) of antibiotics, enabling clinicians to transition from empirical therapy—often broad-spectrum agents—to targeted treatments that optimize efficacy while minimizing toxicity and resistance development. For instance, in cases of bacteremia caused by multidrug-resistant , broth microdilution results guide the selection of agents like or beta-lactam/ inhibitor combinations, directly informing de-escalation strategies in patient care. Broth microdilution contributes significantly to efforts, including the compilation of antibiograms and participation in programs like the CDC's tracking of carbapenem-resistant (CRE). By providing precise data, it helps establish local resistance patterns, such as the prevalence of CRE in settings, which informs control measures and responses. This method's quantitative output is essential for programs, as it supports the monitoring of resistance trends and the promotion of judicious use to curb the spread of resistant strains. In routine clinical workflows, broth microdilution is frequently automated through systems like VITEK 2, which employs colorimetric detection in 64-microwell cards to deliver results in 6-12 hours for many Gram-negative and , accelerating turnaround times compared to manual methods. These automated platforms integrate seamlessly with laboratory information systems and are often paired with molecular identification tools, such as MALDI-TOF , to enable rapid detection followed by susceptibility testing. This combination enhances diagnostic efficiency in high-volume settings, allowing for timely reporting that aligns with urgent clinical needs. The application of broth microdilution in clinical has demonstrated a measurable impact on patient outcomes, particularly in intensive care units (ICUs), where studies indicate it supports by reducing inappropriate prescribing through evidence-based susceptibility data. For example, integration of MIC-guided therapy has been associated with decreases in use in stewardship interventions, leading to shorter hospital stays and lower rates of adverse events like infections. These benefits underscore its role in improving infection control and resource allocation in hospital environments.

Research and Development

Broth microdilution has become a cornerstone in high-throughput drug screening for novel , enabling the evaluation of compound libraries against diverse bacterial panels. This method facilitates the testing of thousands of potential antimicrobials in 96-well formats, often against over 100 strains to identify hits with broad-spectrum activity. For instance, of DNA-encoded libraries comprising 7,488 members has utilized broth microdilution to deconvolute antibacterial leads by determining minimum inhibitory concentrations () against Gram-negative pathogens. Similarly, quantitative liquid culture assays based on microdilution principles have screened bacterial extracts for antibiotic production, achieving rapid identification of active metabolites through automated readouts. These approaches support combinatorial library evaluations, where serial dilutions in allow precise determination for structure-activity relationship studies, accelerating the discovery of compounds targeting . In studies of mechanisms, broth microdilution quantifies MIC shifts in genetically engineered mutants, providing direct evidence of contributions to reduced susceptibility. Overexpression of efflux pumps, such as TolC in , has been shown to elevate for substrates like by up to 32-fold compared to wild-type strains, as measured via standard broth microdilution protocols. This technique also correlates phenotypic MIC data with genomic alterations; for example, mutations in regulators like MexZ in lead to MexXY pump overexpression, shifting MICs for aminoglycosides by 4- to 8-fold and facilitating whole-genome sequencing validations of loci. Such analyses have elucidated how efflux systems export antibiotics, informing efflux inhibitor development and surveillance. Adaptations of broth microdilution extend its utility to complex infection models, including and pharmacodynamic simulations. The Calgary Biofilm Device integrates with microdilution to assess minimum biofilm eradication concentrations (MBECs), where biofilms formed on pegs are exposed to serial dilutions, revealing tolerance levels often 10- to 1,000-fold higher than planktonic for pathogens like . For intracellular pathogens, modified protocols incorporate host cell co-cultures to evaluate penetration, though challenges in standardization persist. In pharmacodynamic modeling, post- time-kill curves generated from microdilution setups track bacterial killing kinetics; for against , these curves demonstrate concentration-dependent bactericidal effects at 4-8 times the , informing dosing regimens for time- and concentration-dependent antibiotics. Recent innovations leverage broth microdilution data in applications to predict patterns. Machine learning models trained on MIC datasets from microdilution assays across thousands of isolates forecast susceptibility for pathogens like , achieving up to 95% accuracy by genomic features with phenotypic profiles. This aids in rapid without exhaustive culturing. Furthermore, broth microdilution plays a pivotal role in research on WHO priority pathogens, such as carbapenem-resistant , where standardized MIC testing evaluates novel agents like against critical threats, guiding global drug development pipelines.