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Comparative analysis of antimicrobial susceptibility testing: Conventional versus direct from the blood culture bottle in a tertiary care center
*Corresponding author: Kirti Nirmal, Department of Microbiology, University College of Medical Sciences, Guru Teg Bahadur Hospital, New Delhi, India. doctorkirtinirmal@gmail.com
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Received: ,
Accepted: ,
How to cite this article: Sarkar K, Nirmal K, Jayaraj H, Banik D, Das S. Comparative analysis of antimicrobial susceptibility testing: Conventional versus direct from blood culture bottle in a tertiary care center. J Lab Physicians. doi: 10.25259/JLP_337_2025
Abstract
Objectives:
The objective of the study is to evaluate the concordance, turnaround time (TAT), and clinical implications of direct antimicrobial susceptibility testing (AST) performed from positive BacT/ALERT® blood culture bottles compared with conventional AST.
Materials and Methods:
A prospective study was conducted in the Microbiology Department of UCMS and GTB Hospital, including 250 positive blood cultures from patients with suspected bloodstream infections. Direct AST and conventional AST were performed according to Clinical & Laboratory Standards Institute (CLSI) guidelines. Categorical agreement (CA), TAT, and error rates were assessed.
Statistical analysis:
Descriptive statistics were used. Continuous variables (TAT) were compared using the Student’s t-test. CA between methods was evaluated using the Chi-square test with degrees of freedom and p values reported.
Results:
Enterobacterales showed 94.4-99.4% CA, and non-fermenters demonstrated 92.8-100% agreement, with all error rates within CLSI-acceptable limits. Direct AST reduced mean TAT from 28 h (range: 18-32 h) to 9.7 h (range: 8-12.5 h). Direct AST demonstrated the greatest reduction in turnaround time in bloodstream and respiratory infection samples.
Conclusions:
Direct AST demonstrated high concordance and significantly reduced TATs compared with conventional AST. It enables earlier targeted therapy and supports antimicrobial stewardship.
Keywords
Antimicrobial stewardship
Antimicrobial susceptibility testing
Bloodstream infections
Direct antimicrobial susceptibility testing
Turnaround time
INTRODUCTION
Bloodstream infections (BSIs) represent a significant clinical challenge, contributing to substantial morbidity, mortality, and healthcare costs worldwide. Prompt identification of the causative pathogens and their antimicrobial susceptibility profiles is crucial for guiding appropriate antibiotic therapy and improving patient outcomes.[1] Prompt administration of appropriate antibiotics is vital in sepsis management, as delays can significantly increase mortality risk. Studies indicate that each hour of delay in initiating effective antimicrobial therapy is associated with a 7.6% decrease in survival. Other research suggests that every hour of delayed treatment correlates with a 4-9% increase in the risk of death.[2,3]
In recent years, there has been growing interest in direct testing methods from blood culture bottles as an alternative approach to antimicrobial susceptibility testing (AST). Direct testing involves performing susceptibility testing directly from the positive blood culture bottle, bypassing the need for subculturing onto agar plates.[4] This approach offers the potential for significant reductions in turnaround time (TAT), allowing for more rapid initiation of appropriate antibiotic therapy.[5]
Several studies have investigated the performance of direct AST methods compared to conventional approaches, with varying results.[4,5] A prospective study comparing direct testing from blood culture bottles with conventional AST methods found that direct testing resulted in a significantly shorter time to susceptibility results, with no significant differences in accuracy compared to conventional methods.[6]Despite these promising findings, there are notable gaps in the existing literature that warrant further investigation. First, there is limited evidence specifically evaluating the performance of direct AST methods in tertiary care settings, which often face unique logistical challenges such as high patient volumes, diverse patient populations, and limited resources. In addition, few studies have comprehensively evaluated the impact of direct AST methods on clinical outcomes. This study aims to contribute to the evidence base for optimizing antimicrobial stewardship practices and improving patient care in the management of BSIs.
The aim is to evaluate the concordance, TAT, and clinical implications of AST performed conventionally from pure culture growth compared to testing performed directly from blood culture bottles in a tertiary care setting.
MATERIALS AND METHODS
Study design and setting
This prospective cohort study was conducted in the Department of Microbiology at UCMS and GTB Hospital, a tertiary care center in India. The study aimed to compare AST performed using conventional methods from pure culture growth with direct AST performed directly from positive blood culture bottles.
Study population
Patients admitted to the hospital with suspected BSIs were included in the study. Blood samples were collected only from patients who were clinically suspected of having BSIs and whose blood cultures showed bacterial growth. Patients with incomplete medical records or those with polymicrobial BSIs were excluded from the study.
A total of 250 positive blood cultures were included, with pathogens categorized into Enterobacterales and nonfermenters (Pseudomonas aeruginosa and Acinetobacter spp.) as per the Clinical and Laboratory Standards Institute (CLSI) guidelines. Non-fermenting Gram-negative bacilli included only P. aeruginosa and Acinetobacter spp., as these are the most frequently isolated non-fermenters in BSIs in our setting.
Sample collection and processing
Blood samples were collected aseptically and inoculated into BacT/ALERT® blood culture bottles (bioMérieux, France). These bottles were incubated in the BacT/ALERT® 3D-automated blood culture system (bioMérieux, France) and monitored continuously for bacterial growth. On positivity, the blood culture broth was processed for both direct and conventional AST.
AST
Conventional AST
Positive blood cultures were subcultured onto blood agar and MacConkey agar and incubated at 37°C for 18-24 h. Isolated bacterial colonies were subjected to AST using the Kirby-Bauer disk diffusion method according to CLSI 2024 guidelines. The antimicrobial susceptibility test results were read and recorded after an incubation period of 16-18 h.[7]
Direct AST
The positive blood culture broth was processed immediately for AST without prior subculture. A standardized inoculum was prepared by centrifugation and dilution to match a 0.5 McFarland standard, followed by disk diffusion testing on Mueller-Hinton agar, as per CLSI protocol for direct AST [Figure 1]. The same incubation period of 16-18 h and interpretative criteria were applied for direct AST.[7]

For Enterobacterales, the antibiotic disks and potencies tested were ampicillin (10 µg), amoxicillin-clavulanate (20/10 µg), ceftriaxone (30 µg), ceftazidime (30 µg), cefepime (30 µg), piperacillin-tazobactam (100/10 µg), aztreonam (30 µg), ciprofloxacin (5 µg), cotrimoxazole (1.25/23.75 µg), gentamicin (10 µg), tobramycin (10 µg), and meropenem (10 µg).
For non-fermenting Gram-negative bacilli (P. aeruginosa and Acinetobacter spp.), the antibiotic panel included ceftazidime (30 µg), cefepime (30 µg), piperacillintazobactam (100/10 µg), aztreonam (30 µg), ciprofloxacin (5 µg), gentamicin (10 µg), tobramycin (10 µg), meropenem (10 µg), and cotrimoxazole (1.25/23.75 µg), as applicable. Antibiotic selection was based on the CLSI recommendations for bloodstream isolates and institutional antimicrobial stewardship protocols.
Data collection and outcome measures
The following parameters were recorded for both methods.
TAT
TAT is defined as the time from blood culture positivity to AST result reporting.[8]
Categorical agreement (CA)
Agreement between direct and conventional AST results, categorized as susceptible, intermediate, or resistant.
Error rates
Error rates were assessed according to CLSI definitions. Very major errors (VMEs), defined as false susceptibility in direct AST, were considered acceptable at rates below 1.5%. Major errors (MEs), representing false resistance in direct AST, were acceptable at rates below 3%. Minor errors (MinEs), which refer to discrepancies involving intermediate susceptibility categories, were acceptable at rates below 10% as per the CLSI guidelines.[9]
Statistical analysis
Descriptive statistics were used to summarize patient characteristics and laboratory findings. CA between methods was assessed using percentages, and error rates were calculated as per the CLSI guidelines. Continuous variables (e.g., TAT) were compared using the Student’s t-test or Mann-Whitney U test, while categorical variables were analyzed using the Chi-square test or Fisher’s exact test. A p <0.05 was considered statistically significant.
RESULTS
CA and error rates for enterobacterales
For Enterobacterales [Table 1], CA across antibiotics ranged from 94.4% (ceftriaxone) to 99.4% (aztreonam). The highest agreement was observed with aztreonam (99.4%), followed closely by cotrimoxazole (98.8%) and ciprofloxacin (98.3%). VMEs were rare, with ceftriaxone and ceftazidime showing a VME rate of 0.5% each. MEs were minimal, ranging from 0% (cotrimoxazole, aztreonam) to 1.6% (tobramycin). MinEs were most frequent for ceftriaxone (3.8%) and least for aztreonam (0.5%).
| Antibiotic | Categorical agreement, n/N (%) | Very major error, n/N (%) | Major error, n/N (%) | Minor error, n/N (%) |
|---|---|---|---|---|
| Ceftriaxone | 170/180 (94.4) | 1/180 (0.5) | 2/180 (1.1) | 7/180 (3.8) |
| Ceftazidime | 173/180 (96.1) | 1/180 (0.5) | 1/180 (0.5) | 5/180 (2.7) |
| Meropenem | 177/180 (98.3) | 0/180 (0) | 1/180 (0.5) | 2/180 (1.1) |
| Cotrimoxazole | 178/180 (98.8) | 0/180 (0) | 0/180 (0) | 2/180 (1.1) |
| Ciprofloxacin | 177/180 (98.3) | 0/180 (0) | 1/180 (0.5) | 2/180 (1.1) |
| Tobramycin | 172/180 (95.5) | 0/180 (0) | 3/180 (1.6) | 5/180 (2.7) |
| Aztreonam | 179/180 (99.4) | 0/180 (0) | 0/180 (0) | 1/180 (0.5) |
AST: Antimicrobial susceptibility testing
CA and error rates for non-fermenters
Among non-fermenters [Table 2], the overall CA was highest for ceftazidime, cotrimoxazole, and aztreonam, each achieving 100% agreement with no observed VMEs, MEs, or MinEs. Ciprofloxacin showed strong agreement at 98.5%, with a MinE rate of 1.4%. Meropenem demonstrated a CA of 92.8%, with slightly higher error rates, including 1.4% VMEs and MEs and 4.2% MinEs. Tobramycin showed a CA of 95.7%, with 1.4% MEs and 2.8% MinEs.
| Antibiotic | Categorical agreement, n/N (%) | Very major error, n/N (%) | Major error, n/N (%) | Minor error, n/N (%) |
|---|---|---|---|---|
| Ceftazidime | 70/70 (100) | 0/70 (0) | 0/70 (0) | 0/70 (0) |
| Meropenem | 65/70 (92.8) | 1/70 (1.4) | 1/70 (1.4) | 3/70 (4.2) |
| Cotrimoxazole | 70/70 (100) | 0/70 (0) | 0/70 (0) | 2/70 (2.8) |
| Ciprofloxacin | 69/70 (98.5) | 0/70 (0) | 0/70 (0) | 1/70 (1.4) |
| Tobramycin | 67/70 (95.7) | 0/70 (0) | 1/70 (1.4) | 2/70 (2.8) |
| Aztreonam | 70/70 (100) | 0/70 (0) | 0/70 (0) | 0/70 (0) |
AST: Antimicrobial susceptibility testing
TAT analysis
In this study, the TATs for direct AST were compared with conventional AST across 250 samples [Figure 2].

Average TAT and variation across various infection types
Direct and conventional AST comparisons across infection types are summarized in Table 3. BSIs showed the highest concordance at 96%, with direct AST reducing the TAT from 28-32 h to 8-12 h. Respiratory infections demonstrated 94% concordance with a similar reduction from 30-36 h to 9-12 h. CNS infections showed 93% concordance, with direct AST decreasing reporting time from 32-38 h to 10-13 h. Urinary tract infections had 89% concordance, with TATs reduced from 24-30 h to 8-10 h. Gastrointestinal infections exhibited the lowest concordance at 87%, with direct AST shortening the time from 26-34 h to 9-11 h. Overall, direct AST consistently provided faster results across all infection categories while maintaining high concordance with conventional methods.
| Infection type | Concordance (direct vs. conventional) (%) | Turnaround time - conventional (hours) | Turnaround time - direct (hours) |
|---|---|---|---|
| Bloodstream infections | 96 | 28-32 | 8-12 |
| Respiratory infections | 94 | 30-36 | 9-12 |
| CNS infections | 93 | 32-38 | 10-13 |
| Urinary tract infections | 89 | 24-30 | 8-10 |
| Gastrointestinal infections | 87 | 26-34 | 9-11 |
CNS: Central nervous system
DISCUSSION
In this study, we evaluated the performance of direct AST for Enterobacterales and non-fermenters, comparing it to conventional methods in terms of CA, error rates, and TATs.
CA and error rates for Enterobacterales
Our findings indicate that CA across antibiotics for Enterobacterales ranged from 94.4% for ceftriaxone to 99.4% for aztreonam. Notably, aztreonam exhibited the highest agreement at 99.4%, followed by cotrimoxazole (98.8%) and ciprofloxacin (98.3%). VMEs were infrequent, with ceftriaxone and ceftazidime each showing a VME rate of 0.5%. MEs were minimal, ranging from 0% for cotrimoxazole and aztreonam to 1.6% for tobramycin. MinEs were most frequent for ceftriaxone (3.8%) and least for aztreonam (0.5%).
These results align with previous studies that have demonstrated high CA and low error rates for direct AST methods in Enterobacterales. For instance, a study by Jacobs et al.[10] reported an overall CA of 92.3% for direct AST of Gram-negative bacteria from positive blood cultures, with VMEs and MEs at 0.4% and 1.9%, respectively.[10]
CA and error rates for non-fermenters
Among non-fermenters, our study observed 100% CA for ceftazidime, cotrimoxazole, and aztreonam, with no detected VMEs, MEs, or MinEs. Ciprofloxacin also showed strong agreement at 98.5%, with a MinE rate of 1.4%. Meropenem demonstrated a CA of 92.8%, with slightly higher error rates, including 1.4% for both VMEs and MEs, and 4.2% for MinEs. Tobramycin exhibited a CA of 95.7%, with 1.4% MEs and 2.8% MinEs. These findings are consistent with other research in the field. For example, a study evaluating direct susceptibility testing protocols for Gram-negative bacilli reported high CA rates, particularly for non-fermenters, with minimal major and VMEs.[11]
TAT analysis
The analysis of TATs revealed that conventional AST required between 18 and 32 h, with a mean of 28 h, reflecting variability due to subculturing and processing times. In contrast, direct AST significantly reduced the mean TAT to 9.7 h, ranging from 8 to 12.5 h, resulting in an average time savings of 18.3 h, equating to a 65% reduction.
This substantial decrease in TAT is clinically significant, as rapid availability of AST results can lead to more timely adjustments to appropriate antimicrobial therapy, thereby improving patient outcomes. Our findings are corroborated by other studies that have demonstrated the efficacy of direct AST methods in reducing TAT. For instance, a study by Khan et al.[12] reported that direct AST from positive blood cultures reduced the time to appropriate antimicrobial treatment by 2 days compared to conventional methods.[12]
When comparing our results with the study by Khan et al.,[12]which evaluated the performance of direct AST methods, we observe similar trends in CA and error rates. Khan et al. reported CA rates ranging from 90.3% to 95.8% for various antibiotics, with VMEs and MEs at 0.4% and 1.9%, respectively.[12] Our study’s findings of CA rates between 94.4% and 99.4% for Enterobacterales, and 92.8-100% for nonfermenters, with similarly low error rates, are in concordance with these results.
Furthermore, both studies highlight the significant reduction in TATs achieved through direct AST methods. Khan et al. reported a decrease in time from blood culture positivity to AST results from 20.0 h to 9.7 h, aligning closely with our findings of a reduction from a mean of 28 h to 9.7 h.[12]
BSIs showed the highest clinical impact, with a 96% concordance and a reduction in AST time from 28-32 h to 8-12 h, aligning with previous studies emphasizing the importance of rapid AST in sepsis management.[12] Similarly, respiratory infections (94% concordance) benefited from faster AST, facilitating early-targeted therapy and minimizing antibiotic resistance risks. Central nervous system infections, with a 93% concordance, particularly benefited from expedited AST, as early intervention is crucial in improving outcomes. Urinary tract (89%) and gastrointestinal infections (87%) also showed reduced TATs, supporting the clinical utility of direct AST in optimizing antibiotic use and patient care.
The present study adds important real-world evidence supporting the utility of direct disk diffusion AST from positive blood culture bottles in a routine tertiary care laboratory setting. While previous studies have demonstrated the feasibility of direct AST using automated systems or specialized rapid platforms, our findings demonstrate that a simple, low-cost disk diffusion-based direct AST approach can achieve high CA with conventional methods while significantly reducing TAT. In our study, CA exceeded 94% for Enterobacterales and 92% for non-fermenters, with very major and ME rates remaining well within CLSI-acceptable limits, findings comparable to those reported by Jacobs et al.[10] and Khan et al.,[12] despite methodological differences in inoculum preparation and testing platforms.
A key novel finding of this study is the consistent reduction in susceptibility reporting time by ~18 h using direct disk diffusion AST, without compromising accuracy. This magnitude of time savings is clinically meaningful in the management of BSIs, where delays in appropriate antimicrobial therapy are strongly associated with increased mortality and prolonged hospital stay. Unlike studies relying on automated AST systems, our approach demonstrates that significant gains in TAT can be achieved using existing laboratory infrastructure, making it particularly relevant for resource-limited and high-volume tertiary care settings.
Limitations and future recommendations
Although direct AST provided substantially earlier susceptibility results compared to conventional methods, data regarding subsequent clinical interventions, including antibiotic modification, de-escalation, or escalation following AST reporting, were not systematically collected in this study. Consequently, the direct impact of earlier susceptibility reporting on antimicrobial prescribing practices and patient outcomes could not be evaluated. This represents an important limitation of the present work. Future prospective studies integrating microbiological data with clinical decision-making and therapeutic changes are warranted to better define the clinical benefits of direct AST, including its effect on antimicrobial optimization, length of hospital stay, and patient survival.
CONCLUSIONS
Our study reinforces the utility of direct AST by disk diffusion in providing rapid and reliable susceptibility results for Enterobacterales and non-fermenters when compared with conventional disk diffusion AST. The high CA and low error rates observed, coupled with the significant reduction in TATs, underscore the potential of direct AST to enhance clinical decision-making and patient care. These findings are consistent with existing literature and studies, further validating the effectiveness of direct AST methods in clinical microbiology laboratories.
Author’s contributions:
KS: Contributed in the concept, design, definition of intellectual content, clinical studies, experimental studies, data acquisition, manuscript preparation, manuscript editing and manuscript review; KN: Contributed in the design, definition of intellectual content, literature search, statistical analysis and manuscript preparation; HJ: Contributed in clinical studies, data acquisition, data analysis, manuscript editing and manuscript review; DB: Contributed in design, definition of intellectual content, clinical studies, data analysis, data acquisition and manuscript editing; SD: Contributed in design, definition of intellectual content, manuscript editing and manuscript review.
Ethical approval:
Ethical approval is not required for observational laboratory based anonymized data analysis.
Declaration of patient consent:
Patient’s consent not required as there are no patients in this study.
Conflicts of interest:
There are no conflicts of interest.
Use of artificial intelligence (AI)-assisted technology for manuscript preparation:
The authors confirm that they have used artificial intelligence (AI)-assisted technology for specifically large language model–based assistants were used only to support language refinement, grammar correction, and improvement of sentence clarity during manuscript preparation. AI was not used for data analysis, interpretation beyond the authors’ verification, creation of results, fabrication of references, or drawing scientific conclusions. All scientific content, data accuracy, and final interpretations were independently reviewed, verified, and approved by the authors.
Financial support and sponsorship: Nil.
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