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Article

Rational Use of Antibiotics and Education Improved Aeromonas Necrotizing Fasciitis Outcomes in Taiwan: A 19-Year Experience

1
Division of Infectious Diseases, Department of Internal Medicine, Chang Gung Memorial Hospital, Chiayi 61363, Taiwan
2
College of Medicine, Chang Gung University, Taoyuan 33303, Taiwan
3
Microbiology Research and Treatment Center, Chang Gung Memorial Hospital, Chiayi 61363, Taiwan
4
Department of Orthopedic Surgery, Chang Gung Memorial Hospital, Chiayi 61363, Taiwan
5
Department of Orthopedics, Taipei Medical University Hospital, Taipei 11031, Taiwan
6
Department of Orthopaedics, School of Medicine, College of Medicine, Taipei Medical University, Taipei 11031, Taiwan
7
Department of Emergency Medicine, Chang Gung Memorial Hospital, Chiayi 61363, Taiwan
8
Division of Thoracic and Cardiovascular Surgery, Chiayi Chang Gung Memorial Hospital, Chiayi 61363, Taiwan
9
Department of Laboratory Medicine, Chang Gung Memorial Hospital, Chiayi 61363, Taiwan
10
Department of Medical Biotechnology and Laboratory Sciences, College of Medicine, Chang Gung University, Taoyuan 33303, Taiwan
11
Department of Plastic and Reconstructive Surgery, Chang Gung Memorial Hospital, Chiayi 61363, Taiwan
12
Department of Pediatrics, St. Martin De Porres Hospital, Chiayi 60069, Taiwan
13
Graduate Institute of Clinical Medical Sciences, College of Medicine, Chang-Gung University, Taoyuan 33302, Taiwan
*
Authors to whom correspondence should be addressed.
Antibiotics 2022, 11(12), 1782; https://doi.org/10.3390/antibiotics11121782
Submission received: 1 November 2022 / Revised: 5 December 2022 / Accepted: 6 December 2022 / Published: 8 December 2022

Abstract

:
Background. Aeromonas necrotizing fasciitis (NF) causes high rates of amputation and mortality, even after aggressive surgical debridement and antibacterial therapy. This study investigated the effects of rational use of antibiotics and education by infectious disease (ID) physicians on Aeromonas NF treatment outcomes. Methods. Retrospective review for conducted for four years (period I, without an ID physician, December 2001 to December 2005) and 15 years (period II, with an ID physician, January 2006 to March 2021). In period II, the hospital-wide computerized antimicrobial approval system (HCAAS) was also implemented. A pretest-posttest time series analysis compared the two periods. Differences in clinical outcomes, demographics, comorbidities, signs and symptoms, laboratory findings, Aeromonas antibiotic susceptibility, and antibiotic regimens were compared between the two periods. Results. There were 19 patients in period I and 53 patients in period II. Patients had a lower rate of amputation or mortality in period II (35.8%) compared with period I (63.2%). Forty-four patients (61.1%) had polymicrobial infections. In the emergency room, the rate of misdiagnosis decreased from 47.4% in period I to 28.3% in period II, while effective empiric antibiotic usage increased from 21.1% in period I to 66.0% in period II. After the ID physician’s adjustment, 69.4% received monotherapy in period II compared to 33.3% in period I. Conclusions. Because Aeromonas NF had a high mortality rate and was often polymicrobial, choosing an antibiotic regimen was difficult. Using the HCAAS by an experienced ID physician can improve rational antibiotic usage and clinical outcomes in Aeromonas NF.

1. Introduction

In 1952, Wilson used necrotizing fasciitis (NF) to describe the infection’s most consistent characteristic, fascial necrosis [1]. When NF is present, the underlying muscle is intact while the skin appears normal. Upon histopathology, swelling, necrosis, and inflammation were evident in the skin, skin fat, and fascia. There is a prominent presence of thrombosis at all levels of vessels [2].
Aeromonas NF is a rare and life-threatening necrotizing skin and soft tissue infection (NSSTI) characterized by rapidly spreading necrosis in the subcutaneous layers, especially in the fascia [1,3]. Despite aggressive surgical debridement and antibacterial treatment, Aeromonas NF causes high rates of amputation and mortality, with 27.3–50% of patients losing limbs [4,5,6] and 26.7–100% dying [4,5,6,7,8].
The Chang Gung Memorial Hospital (CGMH)-Chiayi is a tertiary teaching hospital located on the western coast of southern Taiwan, and it has been in service since December 2001. Residents in this region are typically exposed to seawater, raw seafood, brackish water, and soil. As a result, there has been a relatively high incidence of Vibrio spp. and Aeromonas spp. infections in our hospital [4,5,6,7,8,9,10,11,12]. We set up a Vibrio NSSTIs Treatment and Research (VTR) Group comprising professional staff from various departments, including emergency medicine, orthopedic surgery, infectious disease (ID), plastic surgery, and the intensive care unit (ICU), and the hyperbaric oxygen treatment center [6,13,14]. The VTR Group also set up an NF diagnosis and treatment protocol (Figure 1).
The hospital-wide computerized antimicrobial approval system (HCAAS) is an online antimicrobial control system implemented at the CGMH in Taiwan [15,16,17]. The HCAAS reduces antimicrobial consumption and expenditures without compromising or reducing healthcare quality [15,16,17]. By using HCAAS and education by ID physicians, we evaluated Aeromonas NF treatment outcomes and improved rational antibiotic use.

2. Methods

2.1. Study Design

A retrospective study was conducted by the VTR Group at CGMH-Chiayi from December 2001 to March 2021. The study enrolled patients admitted to the emergency room (ER) with Aeromonas NF of the limbs. A pretest-posttest time series analysis compared the two study periods: period I (without an ID physician, December 2001 to December 2005 [4 years]) and period II (with an ID physician, January 2006 to March 2021 [15 years]). Data such as clinical outcomes, demographics, comorbidities, presenting signs and symptoms, laboratory findings, Aeromonas antibiotic susceptibility, and antibiotic regimens were recorded and compared between the two periods. This study protocol was approved by the Institutional Review Board of Chang Gung Medical Foundation (Number: 202001656B0, 201801530B1B0, 97-1073B, 99-1123C, and 102-5105B), and all patients provided informed consent.

2.2. HCAAS

A HCAAS application is an intranet-based system that integrates with electronic medical records [14,15,16]. The entire algorithm is displayed in Figure 2 of the system flow. In the ICU, all parenteral antimicrobial agents must be approved by ID physicians. ID physicians are notified when antimicrobial agents are prescribed in preassigned regions. The information above is automatically processed by HCAAS. The ID physician will review online patient clinical records, laboratory reports, cultures, and images submitted by the prescribing physician. The ID physician consults with the physician in charge before making a decision. When a disapproval decision is made, the unit-dose delivery system of the pharmacy will discontinue the antimicrobial after 48 h, and the prescriber will be notified immediately.

2.3. Definitions

For inclusion in the Aeromonas NF patient group, the following criteria were used: (1) necrosis of the skin, subcutaneous fat, superficial fascia, or muscles beneath the skin; (2) Aeromonas sp. isolated from soft-tissue lesions and/or blood collected during surgery or after patients arrived at the ER [17,18].
The following antibiotics are not restricted: cefazolin, penicillin G, oxacillin, ampicillin, gentamicin, clindamycin, metronidazole, and trimethoprim-sulfamethoxazole. Many other antibiotics are restricted, such as cephalosporins (cefuroxime, ceftriaxone, ceftazidime, cefpirome, and cefepime), flomoxef, penicillins (amoxicillin, amoxicillin/clavulanate, ampicillin/sulbactam, piperacillin, and piperacillin-tazobactam), carbapenems (imipenem, meropenem, doripenem, and ertapenem), aztreonam, amikacin, fluoroquinolones (ciprofloxacin, levofloxacin, and moxifloxacin), glycopeptides (vancomycin and teicoplanin), and other kinds of antibiotics (colistin, tigecycline, linezolid, and daptomycin).
Antimicrobial regimens prescribed before the results of the microbiologic susceptibility test became available were defined as empirical, while those subsequently adjusted according to the microbiologic susceptibility test results were defined as definitive [18]. Effective empirical antimicrobial usage was defined as the administration of an initial antimicrobial regimen that provided coverage for all infectious isolates based on antimicrobial susceptibility testing [11,19].

2.4. Laboratory Methods

Aeromonas species consists of oxidase-positive, polar flagellated, glucose-fermenting, facultatively anaerobic, motile bacteria that do not grow in gram-negative rods containing 6.5% NaCl. Conventional methods were used to identify all strains. For further verification, API-20E and ID32 GN Systems (bioMérieux Inc., Hazelwood, MO, USA) or Vitek 2 ID-GNB identification cards (bioMérieux Inc., Durham, NC, USA) were used. Clinical and Laboratory Standards Institute (CLSI) criteria for microorganisms were used to interpret the results of antimicrobial susceptibility tests.

2.5. The Judgment of Antimicrobial Use and Education by ID Physicians

Through the HCAAS and consultation formally, ID physicians find all NF patients and follow up on these patients’ conditions. ID physicians reviewed the initial empirical antimicrobial prescriptions, categories of judgment for antibiotic regimen at ER, and definitive antibiotic regimen (≥72 h after admission). ID physicians recorded all inappropriate prescriptions during admission and recommendations on medical charts and further classified them by escalation, de-escalation, and other reasons [17,19]. ID physicians have been conducting combined meetings with emergency medicine doctors and educating the diagnosis of NF, rational antimicrobial usage, microbial resistance, and infection control every 2 months since March 2008 till now.

2.6. End-Point Measurements

This study was conducted to compare the outcome of treatment of Aeromonas NF between a new, large hospital in the two different periods with and without ID physicians, which had not been previously studied. The endpoints were mortality, amputation rate, effective rates of empirical antimicrobial usage at ER, and definitive antibiotic regimen after admission.

2.7. Statistical Analysis

Fisher’s exact test was used to test continuous variables and Student’s t-tests were used to test categorical variables. When the p-value was less than 0.05 with a two-tailed test, it was considered statistically significant. To compare gradients between periods I and II, segmented linear regression techniques were used. Statistics were calculated using SPSS 25.0 (SPSS Corporation, Chicago, IL, USA).

3. Results

3.1. Uptake

From December 2001 to March 2021, 72 patients admitted via the ER were surgically confirmed to have Aeromonas NF of the limbs. Period I had 19 admissions and period II had 53. Table 1 lists the demographic data, characteristics, and clinical outcomes.

3.2. Inpatient Outcomes

Period II had a lower rate of amputation (17.0%) than period I (52.6%), in addition to a lower rate of amputations or mortality (35.8%) than period I (63.2%). The trend lines are listed in Figure 3. The 95% confidence interval was listed in Table 2. The rate of misdiagnosis in the ER decreased from 47.4% in period I to 28.3% in period II, and a delay of >24 h in taking the patient from the ER to surgery decreased from 42.1% in period I to 26.4% in period II, without statistical difference.

3.3. Demographic Data

Period II was characterized by a statistically higher Charlson score (6.1 ± 3.1) than period I (4.5 ± 2.7), in addition to a higher incidence of chronic liver dysfunction but a lower rate of peripheral vascular disease (Table 1).

3.4. Antimicrobial Resistance and the Empiric Antimicrobial Prescription

The proportion of bloodstream infection was higher in period II than in period I, without a statistical difference (Table 3). We found a higher susceptibility rate of Aeromonas to penicillin in period II (81.1%) than period I (26.3%), with a statistically significant difference.
The effective empirical and appropriate antimicrobial usage in the ER increased from 21.1% in period I to 66.0% in period II and from 15.8% in period I to 32.1% in period II, respectively. Empirical antimicrobial regimen escalation decreased from 78.9% in period I to 30.2% in period II, but de-escalation increased from 5.3% in period I to 30.2% in period II. After admission >72 h later, 15 patients (78.9%) in period I and 45 patients (84.9%) in period II were changed to different antimicrobial regimens. In period II, more antimicrobial regimens were re-adjusted to monotherapy (69.4%) than in period I (33.3%).

3.5. Microbiological Analysis

A. hydrophila was the most common infectious bacterium, accounting for 49 of 72 patients (68.1%), followed by 10 patients with A. sobria (13.9%), 10 with Aeromonas sp. (13.9%), and 3 with A. caviae (4.2%). Of the 72 patients, 44 (61.1%) were diagnosed with polymicrobial infections. The most common isolates obtained from patients with co-infective microorganisms were Clostridium sp. (21, 47.7%), followed by Enterobacter sp. (14, 31.8%) (Table 4).

3.6. Clinical Presentation

There were no significant differences in the presentation of fever (>38 ℃), tachycardia (heartbeat > 100/min), tachypnea (respiratory rate > 20/min), or shock (systolic blood pressure < 90 mmHg) and in the proportion of patients presenting with erythematous, swollen, painful lesions; bullae formation; and skin necrosis between the two periods (Table 5).

3.7. Laboratory Findings

More than 10% of banded leukocyte cells were observed more frequently in period II than in period I (Table 5). In addition, the serum albumin level was lower (p = 0.005) in period II than in period I.

3.8. Surgical Treatment

When the first operation was performed in period I, three patients (15.8%) underwent amputation, five (26.3%) underwent debridement, and eleven (57.9%) underwent fasciotomy. In period II, the first surgery performed was amputation for two patients (3.8%), debridement for 12 (22.6%), and fasciotomy for 39 (73.6%).

4. Discussion

Aeromonads are flagellated, rod-shaped, nonsporulating facultative anaerobic gram-negative bacteria of the family Aeromonadaceae with typing of the aquatic environment [20]. Currently, there are more than 20 Aeromonas species identified, of which three, namely A. hydrophila, A. caviae, and A. veronii biovar sobria, are the major clinical important [20]. These bacteria can cause human infections, including hepatobiliary infections, blood-borne infections, traumatic events, and burns and scalds related to skin and soft-tissue infections, in previously healthy subjects [6,18,21,22,23].
This 19-year study is the first report on an online antimicrobial control system used by ID specialists for Aeromonas NF treatment. A delay of >24 h in the first surgical intervention from symptom onset to surgery adversely affects survival outcomes [3,24]. This delay of >24 h decreased from 42.1% in period I to 26.4% in period II. Mortality is associated with a delay in the diagnosis of NF [25]. In the ER, the mean rate of misdiagnosis is 71.4% (range from 41% to 96%) [26], while in this study, the rate of misdiagnosis was only 27.8% in period II. Due to prompt NF diagnosis, surgery can be arranged as quickly as possible. The trend lines indicate that mortality or amputations decreased between periods II and I (Figure 3). We consider persistent education of emergency medicine doctors by an ID physician should help in improving this delay [27]. In period I, we aggressively amputated patients’ limbs to save their lives, but we still found higher mortality rates than in period II. In the first operation, we change the patient’s surgical treatment from amputation to fasciotomy. In this manner, period II has lower amputation rates and rates of mortality or amputations.
With more than 19 years of experience in NF treatment, our VTR Group found a lot of medical information, clinical phenomena, and important laboratory findings for the early diagnosis of NF, especially that caused by Vibrio and Aeromonas spp. Because Aeromonas spp. are often located in fresh or brackish water, sewage, or nonfecal organic materials [7,22]. First, we need to take the occupational history of farmers, recent trauma, and exposure to soil, wood, or dirty ditches. Second, a significantly higher mortality rate was observed in patients with NF who also had chronic kidney disease, chronic liver dysfunction, diabetes mellitus, or cancer [5,6,24,28,29]. About 55–57% of patients with Aeromonas NF had chronic liver dysfunction [5,14]. Hepatic cirrhosis was found in 36–54% of patients with Aeromonas bacteremia [18,22] and in 27–32% of patients with Aeromonas NF [5,6]. So, we aggressively checked viral hepatitis and liver cirrhosis in period II.
Third, Aeromonas NF was often initially present with tachypnea, shock, hemorrhagic bullae, and skin necrosis [4,5,6,7,14]. These important early clinical signs and symptoms are easily observed when patients arrive at the ER. Patients with Aeromonas NF have a statistical tendency to have tachypnea and initially present with septic shock tending to mortality [6]. The emergence of hemorrhagic bullae is considered a feature of Vibrio infection, but they are also found in 38–40% of patients with Aeromonas NF [6,14]. Patients with NF presenting with hemorrhagic bullae have a higher rate of amputation and mortality than patients with serous-filled bullae or without bullae [14]. In one study, 27.9% of patients with Aeromonas NF had skin necrosis, and this phenomenon is a poor predictor of mortality [6]. In period II, more patients had tachypnea, shock, and skin necrosis, but there was no statistically significant difference between period I and period II.
Fourth, we also found some important laboratory results to predict the poor outcome of NF. Lower counts of total and segmented leukocytes, higher counts of banded leukocytes, thrombocytopenia, and lower serum albumin levels are significantly associated with mortality [6,8,30,31]. More than 10% of these forms of leukocytes indicate gram-negative NF, especially that caused by Vibrio spp. and Aeromonas spp. [6,8,30]. In this study, we also found more patients with >10% banded leukocytes and lower serum albumin levels in period II.
The fatality rate associated with Aeromonas bacteremia is reported to be 30–36% [18,22]. In our previous study, 38.2% of patients with Aeromonas NF had bacteremia [6], and bloodstream infection significantly increased the mortality rate in NF [6,28]. A total of 17–61% of patients with NF receive postoperative intubation [14,30], and 36–100% of patients require ICU care [6,14,25,30]. Although patients exhibited high disease severity in period II, including a higher Acute Physiology and Chronic Health Evaluation II score, a higher bacteremia rate, postoperative intubation, and ICU care, lower rates of mortalities or amputations were found. These better outcomes must rely on the long-term cooperation of VTR Group.
At ER, empiric antibiotic therapy with oxacillin plus gentamicin was prescribed for suspicion of NF in period I, and third-generation cephalosporins were empirically prescribed when a Vibrio infection was suspected in period II [30]. Antibiotics ordered with evidence of culture and susceptibility results are found to be more appropriate than those ordered empirically [32]. Aeromonas SSTIs are often polymicrobial [6,21] and have high drug resistance [6], so the selection of an antimicrobial regimen is challenging. The initial ineffective empirical antimicrobial usage is related to poor outcomes for patients with Aeromonas NF [6].
However, culture-directed antimicrobial therapy and an antibiotic order with consultation with an ID physician for critically ill patients are more likely to be appropriate [7,17,32]. The HCAAS and persisted on-the-spot education by ID physicians in a trauma ICU can decrease 54% sepsis-related and 41% overall infection-related mortality rates, respectively, and increase the appropriate ratio of antibiotic usage from 60.5% to 73.7% [17]. Early prompt fasciotomy, combined with appropriate empiric antimicrobial therapy supported by ID physicians and aggressive ICU care, should be initially administered to critically ill patients suffering from fulminant NF to save lives and limbs [7,17,24,33].
Most Aeromonas strains are uniformly resistant to penicillin but invariably susceptible to aminoglycosides, sulfa drugs, second–fourth-generation cephalosporins, carbapenems, fluoroquinolones, and tetracyclines [22,34,35]. Third-generation cephalosporins combined with tetracycline are commonly the empiric prescription in highly suspected Vibrio infection cases before the pathogen is identified [36,37]. But the high resistance of cephalosporins was related to Aeromonas NF mortality [6]. Fluoroquinolones are seemed higher active against Aeromonas spp. [6,35], but a mutation in the gyrA gene induces fluoroquinolone resistance [35]. However, in highly suspected fulminate Aeromonas NF cases, we sometimes add quinolones before the final pathogen is identified [6]. Most Aeromonas spp. infections are treatable with monotherapy and studies with combination therapy do not show better outcomes [38]. In period II, 84.9% of patients adjusted the definitive antibiotic regimen based on the ID physician’s suggestion using the HCAAS, monotherapy was more common, simpler, and rational than combination therapy. At the same time, we should limit antibiotic prescriptions to patients, and we should reduce the length of time these treatments are required [39].
The HCAAS provided a comprehensive evaluation of a novel, ID specialist-led, and sustainable system to provide antibiotic stewardship in a busy medical ecology [17]. HCAAS was not used in this study to reduce antimicrobial consumption, expenditure, and de-escalation, thus helping ID physicians detect such major diseases earlier. The average duration of hospitalization for survivors is usually more than 30 days [6,14,24,30]. ID physicians can monitor the following antibiotic regimen through the HCAAS during the working day and suggest an appropriate antibiotic regimen to improve rational antibiotic usage.
The major limitation of this study was that the HCAAS is only used at admission but not in ER. Second, there was no report of the minimum inhibitory concentration of Aeromonas spp. Third, we did not analyze antibiotic consumption, the occurrence of new Aeromonas antibiotic-resistant strains, and the rates of hospital-associated infection.

5. Conclusions

As soon as possible, long-term, close cooperation and experienced teamwork can help diagnose and aggressively treat Aeromonas NF. An effective antimicrobial regimen against Aeromonas spp. confirmed by an experienced ID physician using the HCAAS can improve clinical outcomes and rational antibiotic usage. However, antibiotic resistance is also an important consideration.

Author Contributions

T.-Y.H. participated in the design of the study, collected data, performed the statistical analysis, and drafted the manuscript. Y.-K.H., C.-H.H. and K.-T.P. participated in the design of the study and the drafting of the manuscript. Y.-H.T., C.-Y.L. and W.-H.H. conceived the study, carried out surgeries, and coordinated the research groups. Y.-Y.L., J.-L.C. and J.-C.H. participated in the design of the study and assisted in the surgery. C.-T.H. and H.-J.L. participated in the design of the study and the revision of the manuscript. S.-F.K. and J.-C.H. participated in the design of the study and statistical analysis. All authors have read and agreed to the published version of the manuscript.

Funding

This work was supported by the Chang Gung Medical Research Program Foundation [grant numbers CMRPG6L0071, CMRPG6H0641, CMRPG680051~52, and CORPG6E0051~53], and the Ministry of Science and Technology (R.O.C.) (grants NMRPG6K6011-6013) [MOST 109-2314-B-182A-024-MY3].

Institutional Review Board Statement

This study protocol was approved by the Institutional Review Board of Chang Gung Medical Foundation (Numbers: 202001656B0, 201801530B1B0, 97-1073B, 99-1123C, and 102-5105B), and all patients provided informed consent.

Informed Consent Statement

Not applicable.

Data Availability Statement

Not applicable.

Acknowledgments

The authors wish to thank Chun-Yen Huang and Chun-Wei Huang for their assistance in English modification.

Conflicts of Interest

The authors declare that they have no competing interest.

Abbreviations

NF, necrotizing fasciitis; HCAAS, hospital-wide computerized antimicrobial approval system; ID, infectious disease; ER, emergency room; ICU, intensive care unit; NSSTI, necrotizing skin and soft-tissue infection; OR, odds ratio; CI, confidence interval.

References

  1. Wilson, B. Necrotizing fasciitis. Am. Surg. 1952, 18, 416–431. [Google Scholar] [PubMed]
  2. Umbert, I.J.; Winkelmann, R.; Oliver, G.F.; Peters, M.S. Necrotizing fasciitis: A clinical, microbiologic, and histopathologic study of 14 patients. J. Am. Acad. Dermatol. 1989, 20, 774–781. [Google Scholar] [CrossRef]
  3. Green, R.J.; Dafoe, D.C.; Raffin, T.A. Necrotizing fasciitis. Chest 1996, 110, 219–229. [Google Scholar] [CrossRef] [PubMed]
  4. Tsai, Y.-H.; Huang, K.-C.; Huang, T.-J.; Hsu, R.W.-W. Case Reports: Fatal Necrotizing Fasciitis Caused by Aeromonas sobria in Two Diabetic Patients. Clin. Orthop. Relat. Res. 2009, 467, 846–849. [Google Scholar] [CrossRef] [Green Version]
  5. Tsai, Y.-H.; Shen, S.-H.; Yang, T.-Y.; Chen, P.-H.; Huang, K.-C.; Lee, M.S. Monomicrobial Necrotizing Fasciitis Caused by Aeromonas hydrophila and Klebsiella pneumoniae. Med. Princ. Pract. 2015, 24, 416–423. [Google Scholar] [CrossRef] [PubMed]
  6. Huang, T.-Y.; Peng, K.-T.; Hsu, W.-H.; Hung, C.-H.; Chuang, F.-Y.; Tsai, Y.-H. Independent Predictors of Mortality for Aeromonas Necrotizing Fasciitis of Limbs: An 18-year Retrospective Study. Sci. Rep. 2020, 10, 7716–7719. [Google Scholar] [CrossRef] [PubMed]
  7. Tsai, Y.H.; Hsu, R.W.W.; Huang, T.J.; Hsu, W.H.; Huang, K.C.; Li, Y.Y.; Peng, K.T. Necrotizing soft-tissue infections and sepsis caused by Vibrio vulnificus compared with those caused by Aeromonas species. J. Bone Jt. Surg. Am. 2007, 89, 631–636. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  8. Tsai, Y.-H.; Huang, K.-C.; Shen, S.-H.; Hsu, W.-H.; Peng, K.-T.; Huang, T.-J. Microbiology and surgical indicators of necrotizing fasciitis in a tertiary hospital of southwest Taiwan. Int. J. Infect. Dis. 2012, 16, e159–e165. [Google Scholar] [CrossRef] [Green Version]
  9. Tsai, Y.-H.; Huang, T.-Y.; Chen, J.-L.; Hsiao, C.-T.; Kuo, L.-T.; Huang, K.-C. Bacteriology and mortality of necrotizing fasciitis in a tertiary coastal hospital with comparing risk indicators of methicillin-resistant Staphylococcus aureus and Vibrio vulnificus infections: A prospective study. BMC Infect. Dis. 2021, 21, 771. [Google Scholar] [CrossRef] [PubMed]
  10. Chen, W.-D.; Lai, L.-J.; Hsu, W.-H.; Huang, T.-Y. Vibrio cholerae non-O1-the first reported case of keratitis in a healthy patient. BMC Infect. Dis. 2019, 19, 916. [Google Scholar] [CrossRef]
  11. Tsai, Y.-H.; Hsu, R.W.-W.; Huang, K.-C.; Chen, C.-H.; Cheng, C.-C.; Peng, K.-T.; Huang, T.-J. Systemic Vibrio Infection Presenting as Necrotizing Fasciitis and Sepsis: A Series of Thirteen Cases. J. Bone Jt. Surg. 2004, 86, 2497–2502. [Google Scholar] [CrossRef] [PubMed]
  12. Tsai, Y.H.; Huang, T.Y.; Kuo, L.T.; Chuang, P.Y.; Hsiao, C.T.; Huang, K.C. Comparison of Surgical Outcomes and Predictors in Patients with Monomicrobial Necrotizing Fasciitis and Sepsis Caused by Vibrio vulnificus, Aeromonas hydrophila, and Aeromonas sobria. Surg. Infect. 2022, 23, 288–297. [Google Scholar] [CrossRef] [PubMed]
  13. Huang, T.-Y.; Peng, K.-T.; Hsiao, C.-T.; Fann, W.-C.; Tsai, Y.-H.; Li, Y.-Y.; Hung, C.-H.; Chuang, F.-Y.; Hsu, W.-H. Predictors for Gram-negative monomicrobial necrotizing fasciitis in southern Taiwan. BMC Infect. Dis. 2020, 20, 60. [Google Scholar] [CrossRef] [Green Version]
  14. Huang, T.-Y.; Tsai, Y.-H.; Kuo, L.-T.; Hsu, W.-H.; Hsiao, C.-T.; Hung, C.-H.; Huang, W.-Y.; Wu, H.-R.; Chuang, H.-J.; Li, Y.-Y.; et al. Different types of bullae of limbs with necrotizing fasciitis predict different outcome: A prospective study. Infection 2021, 49, 135–144. [Google Scholar] [CrossRef]
  15. Chan, Y.-Y.; Lin, T.-Y.; Huang, C.-T.; Deng, S.-T.; Wu, T.-L.; Leu, H.-S.; Chiu, C.-H. Implementation and outcomes of a hospital-wide computerised antimicrobial stewardship programme in a large medical centre in Taiwan. Int. J. Antimicrob. Agents 2011, 38, 486–492. [Google Scholar] [CrossRef]
  16. Wang, H.-Y.; Chiu, C.-H.; Huang, C.-T.; Cheng, C.-W.; Lin, Y.-J.; Hsu, Y.-J.; Chen, C.-H.; Deng, S.-T.; Leu, H.-S. Blood culture-guided de-escalation of empirical antimicrobial regimen for critical patients in an online antimicrobial stewardship programme. Int. J. Antimicrob. Agents 2014, 44, 520–527. [Google Scholar] [CrossRef]
  17. Huang, T.-Y.; Hung, C.-H.; Lai, L.-J.; Chuang, H.-J.; Wang, C.-C.; Lin, P.-T.; Hsu, W.-H. Implementation and outcomes of hospital-wide computerized antimicrobial approval system and on-the-spot education in a traumatic intensive care unit in Taiwan. J. Microbiol. Immunol. Infect. 2018, 51, 672–680. [Google Scholar] [CrossRef] [PubMed]
  18. Ko, W.-C.; Lee, H.-C.; Chuang, Y.-C.; Liu, C.-C.; Wu, J.-J. Clinical Features and Therapeutic Implications of 104 Episodes of Monomicrobial Aeromonas Bacteraemia. J. Infect. 2000, 40, 267–273. [Google Scholar] [CrossRef] [PubMed]
  19. Kunin, C.M.; Tupasi, T.; Craig, W.A. Use of antibiotics. A brief exposition of the problem and some tentative solutions. Ann. Intern. Med. 1973, 79, 555–560. [Google Scholar] [CrossRef] [PubMed]
  20. Janda, J.M.; Abbott, S.L. The genus Aeromonas: Taxonomy, pathogenicity, and infection. Clin. Microbiol. Rev. 2010, 23, 35–73. [Google Scholar] [CrossRef] [PubMed]
  21. Gold, W.L.; Salit, I.E. Aeromonas hydrophila Infections of Skin and Soft Tissue: Report of 11 Cases and Review. Clin. Infect. Dis. 1993, 16, 69–74. [Google Scholar] [CrossRef] [PubMed]
  22. Ko, W.-C.; Chuang, Y.-C. Aeromonas Bacteremia: Review of 59 Episodes. Clin. Infect. Dis. 1995, 20, 1298–1304. [Google Scholar] [CrossRef] [PubMed]
  23. DeFronzo, R.A.; Murray, G.F.; Maddrey, W.C. Aeromonas septicemia from hepatobiliary disease. Am. J. Dig. Dis. 1973, 18, 323–331. [Google Scholar] [CrossRef] [PubMed]
  24. Wong, C.-H.; Chang, H.-C.; Pasupathy, S.; Khin, L.-W.; Tan, J.-L.; Low, C.-O. Necrotizing fasciitis: Clinical presentation, microbiology, and determinants of mortality. J. Bone Jt. Surg. 2003, 85, 1454–1460. [Google Scholar] [CrossRef] [Green Version]
  25. Ward, R.G.; Walsh, M.S. Necrotizing fasciitis: 10 years’ experience in a district general hospital. Br. J. Surg. 1991, 78, 488–489. [Google Scholar] [CrossRef] [PubMed]
  26. Goh, T.; Goh, L.G.; Ang, C.H.; Wong, C.H. Early diagnosis of necrotizing fasciitis. Br. J. Surg. 2013, 101, e119–e125. [Google Scholar] [CrossRef]
  27. Dambrino, K.L.; Green, M. Antimicrobial Stewardship in College and University Health Settings: A Public Health Opportunity. Antibiotics 2022, 11, 89. [Google Scholar] [CrossRef] [PubMed]
  28. Chen, I.-C.; Li, W.-C.; Hong, Y.-C.; Shie, S.-S.; Fann, W.-C.; Hsiao, C.-T. The microbiological profile and presence of bloodstream infection influence mortality rates in necrotizing fasciitis. Crit. Care 2011, 15, R152. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  29. Sproll, C.; Lommen, J.; Balasiu, A.; Schorn, L.; Kübler, N.R.; Henrich, B.; Kram, R.; Petersdorf, S. Lethal Aeromonas veronii Sepsis in the Course of Medicinal Leech Therapy. Antibiotics 2022, 11, 1180. [Google Scholar] [CrossRef]
  30. Lee, C.-Y.; Kuo, L.-T.; Peng, K.-T.; Hsu, W.-H.; Huang, T.-W.; Chou, Y.-C. Prognostic factors and monomicrobial necrotizing fasciitis: Gram-positive versus Gram-negative pathogens. BMC Infect. Dis. 2011, 11, 5. [Google Scholar] [CrossRef]
  31. Tsai, Y.-H.; Hsu, R.W.-W.; Huang, K.-C.; Huang, T.-J. Laboratory Indicators for Early Detection and Surgical Treatment of Vibrio Necrotizing Fasciitis. Clin. Orthop. Relat. Res. 2010, 468, 2230–2237. [Google Scholar] [CrossRef] [Green Version]
  32. Erbay, A.; Bodur, H.; Akıncı, E.; Çolpan, A. Evaluation of antibiotic use in intensive care units of a tertiary care hospital in Turkey. J. Hosp. Infect. 2005, 59, 53–61. [Google Scholar] [CrossRef] [PubMed]
  33. Hsiao, C.-T.; Weng, H.-H.; Yuan, Y.-D.; Chen, C.-T.; Chen, I.-C. Predictors of mortality in patients with necrotizing fasciitis. Am. J. Emerg. Med. 2008, 26, 170–175. [Google Scholar] [CrossRef]
  34. Aravena-Román, M.; Inglis, T.J.J.; Henderson, B.; Riley, T.V.; Chang, B.J. Antimicrobial Susceptibilities of Aeromonas Strains Isolated from Clinical and Environmental Sources to 26 Antimicrobial Agents. Antimicrob. Agents Chemother. 2012, 56, 1110–1112. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  35. Vila, J.; Marco, F.; Soler, L.; Chacon, M.; Figueras, M.J. In vitro antimicrobial susceptibility of clinical isolates of Aeromonas caviae, Aeromonas hydrophila and Aeromonas veronii biotype sobria. J. Antimicrob. Chemother. 2002, 49, 701–702. [Google Scholar] [CrossRef]
  36. Chuang, Y.-C.; Yuan, C.-Y.; Liu, C.-Y.; Lan, C.-K.; Huang, A.H.-M. Vibrio vulnificus Infection in Taiwan: Report of 28 Cases and Review of Clinical Manifestations and Treatment. Clin. Infect. Dis. 1992, 15, 271–276. [Google Scholar] [CrossRef] [PubMed]
  37. Liu, J.-W.; Lee, I.-K.; Tang, H.-J.; Ko, W.-C.; Lee, H.-C.; Liu, Y.-C.; Hsueh, P.-R.; Chuang, Y.-C. Prognostic Factors and Antibiotics in Vibrio vulnificus Septicemia. Arch. Intern. Med. 2006, 166, 2117–2123. [Google Scholar] [CrossRef] [PubMed]
  38. Stevens, D.L.; Bisno, A.L.; Chambers, H.F.; Dellinger, E.P.; Goldstein, E.J.; Gorbach, S.L.; Hirschmann, J.V.; Kaplan, S.L.; Montoya, J.G.; Wade, J.C. Practice guidelines for the diagnosis and management of skin and soft tissue infections: 2014 update by the Infectious Diseases Society of America. Clin. Infect. Dis. 2014, 59, e10–e52. [Google Scholar] [CrossRef] [Green Version]
  39. Saliba, R.; Mizrahi, A.; Gauthier, P.d.P.; Alban, L.M.; Zahar, J.-R.; Pilmis, B. Antimicrobial Stewardship Program: Reducing Antibiotic’s Spectrum of Activity Is not the Solution to Limit the Emergence of Multidrug-Resistant Bacteria. Antibiotics 2022, 11, 70. [Google Scholar] [CrossRef] [PubMed]
Figure 1. Diagnosis and treatment protocol of NF. NF, necrotizing fasciitis; a ER, emergency room; b DM, diabetes mellitus; c CRP, C-reactive protein; d ICU, intensive care unit; e CVP, central venous pressure; f MAP, mean arterial pressure; g ScvO2, central venous oxygen saturation; h HCAAS, hospital-wide computerized antimicrobial approval system; i Hb, hemoglobin.
Figure 1. Diagnosis and treatment protocol of NF. NF, necrotizing fasciitis; a ER, emergency room; b DM, diabetes mellitus; c CRP, C-reactive protein; d ICU, intensive care unit; e CVP, central venous pressure; f MAP, mean arterial pressure; g ScvO2, central venous oxygen saturation; h HCAAS, hospital-wide computerized antimicrobial approval system; i Hb, hemoglobin.
Antibiotics 11 01782 g001
Figure 2. An overview of the hospital-wide computerized antimicrobial approval system (HCAAS). Infectious diseases (ID) physicians have three options following online review of the antimicrobial prescription: approval, disapproval, or an on-site consultation.
Figure 2. An overview of the hospital-wide computerized antimicrobial approval system (HCAAS). Infectious diseases (ID) physicians have three options following online review of the antimicrobial prescription: approval, disapproval, or an on-site consultation.
Antibiotics 11 01782 g002
Figure 3. The hospitalized patients, the rates of (A) mortality, (B) amputation, (C) mortality or amputation, and (D) mortality and amputation per year before (blue lines) and after (red lines) the deployment of the HCAAS in January 2006. The trend lines established by linear regression before and after deployment of HCAAS are depicted as dotted and solid lines, respectively.
Figure 3. The hospitalized patients, the rates of (A) mortality, (B) amputation, (C) mortality or amputation, and (D) mortality and amputation per year before (blue lines) and after (red lines) the deployment of the HCAAS in January 2006. The trend lines established by linear regression before and after deployment of HCAAS are depicted as dotted and solid lines, respectively.
Antibiotics 11 01782 g003
Table 1. Demographic data, characteristics, and clinical outcomes of 72 patients with Aeromonas NF a between periods I and II.
Table 1. Demographic data, characteristics, and clinical outcomes of 72 patients with Aeromonas NF a between periods I and II.
VariablePeriod I
(n = 19)
Period II (n = 53)p-Value
Age (years)61.4 ± 14.661.9 ± 14.90.896
Gender, male14 (73.7)44 (83.0)0.378
Disease severity
 APACHE b II score13.0 ± 6.916.3 ± 8.90.149
 Postoperative intubation7 (36.8)28 (52.8)0.232
 Need ICU c care9 (47.4)34 (64.2)0.201
 Charlson score4.5 ± 2.76.1 ± 3.10.043 *
Underlying chronic diseases
 Chronic kidney disease5 (26.3)24 (45.3)0.148
 Chronic liver dysfunction6 (31.6)37 (69.8)0.004 *
   Viral hepatitis6 (31.6)27 (50.9)0.146
   Liver cirrhosis3 (15.8)21 (39.6)0.059
  Cancer5 (26.3)14 (26.4)0.993
  Diabetes Mellitus11 (57.9)27 (50.9)0.603
 Peripheral vascular disease6 (31.6)4 (7.5)0.009 *
Misdiagnosis at ER d9 (47.4)15 (28.3)0.130
ER to surgery > 24 h8 (42.1)14 (26.4)0.221
ER to surgery (h)46.7 ± 83.332.1 ± 65.00.442
Clinical outcomes
  No. of mortalities6 (31.6)13 (24.5)0.550
  No. of amputations10 (52.6)9 (17.0)0.002 *
 No. of mortalities or amputations12 (63.2)19 (35.8)0.039 *
 No. of mortalities and amputations4 (21.1)3 (5.7)0.052
 No. of debridement3.2 ± 2.53.1 ± 2.00.913
 ICU stay (days)4.0 ± 6.79.4 ± 18.80.226
 Hospital stays (days)26.5 ± 20.636.5 ± 29.40.176
Data were presented as the mean (standard deviation) or frequency (%). * p < 0.05. a NF, necrotizing fasciitis; b APACHE, Acute Physiology and Chronic Health Evaluation; c ICU, intensive care unit; d ER, emergency room.
Table 2. A 95% confidence interval for the rates of mortality, amputation, mortality or amputation, and mortality and amputation between periods I and II.
Table 2. A 95% confidence interval for the rates of mortality, amputation, mortality or amputation, and mortality and amputation between periods I and II.
95% Confidence Intervals
LowHigh
Mortalityperiod I−29.8144.31
period II−3.694.075
Amputationperiod I−53.1576.15
period II−6.5742.467
Amputation or mortalityperiod I−22.5150.51
period II−6.6062.778
Amputation and mortalityperiod I−32.9342.43
period II−3.73.272
Table 3. Microbiological results and judgment for antimicrobial agents for 72 patients with Aeromonas NF between periods I and II.
Table 3. Microbiological results and judgment for antimicrobial agents for 72 patients with Aeromonas NF between periods I and II.
VariablePeriod I
(n = 19)
Period II (n = 53)p-Value
Bloodstream infection5 (26.3)21 (39.6)0.300
Polymicrobial infection10 (52.6)34 (64.2)0.377
Susceptibility (Disk diffusion method)
 Aminoglycosides15 (78.9)46 (86.8)0.415
 Carbapenems13 (68.4)33 (62.3)0.632
 Cephalosporins14 (73.7)42 (79.2)0.617
 Fluoroquinolones19 (100)51 (96.2)0.390
 Penicillin5 (26.3)43 (81.1)<0.001 *
 Sulfa drugs16 (84.2)47 (88.7)0.613
 Tetracycline19 (100)46 (86.8)0.095
Effective empirical antimicrobial usage at ER4 (21.1)35 (66.0)0.001 *
  Categories of judgment for antibiotic regimen 0.003 *
   Appropriate3 (15.8)17 (32.1)
   Dis-appropriate
    Escalation15 (78.9)16 (30.2)
    De-escalation1 (5.3)16 (30.2)
    Other reasons0 (0)4 (7.5)
Definitive antibiotic regimen (≥72 h after admission)n = 15n = 49
    Monotherapy5 (33.3)34 (69.4)0.012 *
    Cephalosporins5 (33.3)32 (65.3)
    Fluoroquinolones0 (0)2 (4.1)
Combination therapy10 (66.7)15 (30.6)0.012 *
   Cephalosporins + metronidazole2 (13.3)8 (16.3)
    Cephalosporins + glycopeptide1 (6.7)2 (4.1)
  Cephalosporins + metronidazole + glycopeptide1 (6.7)1 (2.0)
    Penicillin + aminoglycosides6 (40)0 (0)
  Penicillin + metronidazole + monobactam1 (6.7)0 (0)
  Fluoroquinolones + metronidazole0 (0)2 (4.1)
  Fluoroquinolones + cephalosporins0 (0)2 (4.1)
Data were presented as frequency (%). * p < 0.05.
Table 4. Summary of identified infectious microorganisms in 44 patients of Aeromonas polymicrobial NF of the limbs.
Table 4. Summary of identified infectious microorganisms in 44 patients of Aeromonas polymicrobial NF of the limbs.
Identified Infectious MicroorganismsTotal (%)
Gram-negative aerobic pathogens
Enterobacter spp.14 (31.8)
   Enterobacter cloacae13 (29.5)
   Enterobacter aerogenes1 (2.3)
Klebsiella spp.11 (25.0)
   Klebsiella pneumoniae8 (18.2)
   Klebsiella oxytoca4 (9.1)
Pseudomonas aeruginosa10 (22.7)
Escherichia coli11 (25.0)
Proteus vulgaris4 (9.1)
Citrobacter freundii3 (6.8)
Serratia marcescens2 (4.5)
Vibrio vulnificus1 (2.3)
Morganella morganii1 (2.3)
Acinetobacter baumannii1 (2.3)
Gram-positive aerobic pathogens
   Enterococcus spp.9 (20.5)
   Enterococcus faecalis8 (18.2)
   Enterococcus casseliflavus1 (2.3)
Staphylococcus spp.4 (9.1)
  MRSA a2 (4.5)
  MSSA b2 (4.5)
Group D Streptococcus1 (2.3)
Anaerobic pathogens
   Clostridium spp.21 (47.7)
   Clostridium bifermentans9 (20.5)
   Clostridium sp.6 (13.6)
   Clostridium perfringens3 (6.8)
   Clostridium bifermentans1 (2.3)
   Clostridium butyricum1 (2.3)
   Clostridium novyi A1 (2.3)
   Peptostreptococcus spp.7 (15.9)
   Peptostreptococcus anaerobius4 (9.1)
   Peptostreptococcus sp.2 (4.5)
   Peptostreptococcus magnus1 (2.3)
   Bacteroides fragilis3 (6.8)
   Prevotella sp.3 (6.8)
Total44 (100)
a MRSA, methicillin-resistant Staphylococcus aureus; b MSSA, methicillin-sensitive Staphylococcus aureus.
Table 5. Comparison of clinical presentations and important laboratory findings of 72 patients with Aeromonas NF between periods I and II.
Table 5. Comparison of clinical presentations and important laboratory findings of 72 patients with Aeromonas NF between periods I and II.
VariablePeriod I
(n = 19)
Period II
(n = 53)
p-Value
Exposure to soil, wood, or dirty ditches8 (42.1)31 (58.5)0.219
The duration of symptoms/signs (days)3.5 ± 4.12.9 ± 2.90.515
Systemic symptoms/signs
 Fever (>38 ℃)5 (26.3)18 (34.0)0.540
 Tachycardia a11 (57.9)31 (58.5)0.964
 Tachypnea b7 (36.8)28 (52.8)0.232
 Shock c6 (31.6)23 (43.4)0.368
Limb’s symptoms/signs
 Local pain or tenderness19 (100)52 (98.1)0.547
 Local swelling19 (100)50 (94.3) 0.289
Hemorrhagic bullae7 (36.8)20 (37.7)0.945
Serous bullae1 (5.3)6 (11.3)0.444
 Skin necrosis4 (21.1)16 (30.2)0.446
 Leukocytosis (WBC d count ≥ 12,000/uL)8 (42.1)27 (50.9)0.508
Band forms (>10%)1 (5.3)15 (28.3)0.038 *
Hemoglobin < 10 g/dL7 (36.8)17 (32.1)0.705
Thrombocytopenia (platelet count <15 × 104/uL)9 (47.4)30 (56.6)0.488
eGFR e <30 c.c./min4 (21.1)19 (35.8)0.235
Albumin (mg/dL)2.7 ± 0.81.9 ± 0.80.005 *
Total bilirubin (mg/dL)3.2 ± 3.64.5 ± 4.90.324
C-reactive protein (mg/dL)133.3 ± 140.4106.7 ± 103.80.445
Data were presented as the mean (standard deviation) or frequency (%). a Tachycardia: heart beat > 100/min. b Tachypnea: respiratory rate > 20/min. c Shock: systolic blood pressure < 90 mmHg; d WBC, white blood cell; e eGFR, estimat. * p < 0.05.
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Huang, T.-Y.; Tsai, Y.-H.; Lee, C.-Y.; Hsu, W.-H.; Hsiao, C.-T.; Huang, Y.-K.; Li, Y.-Y.; Chen, J.-L.; Kuo, S.-F.; Hsiao, J.-C.; et al. Rational Use of Antibiotics and Education Improved Aeromonas Necrotizing Fasciitis Outcomes in Taiwan: A 19-Year Experience. Antibiotics 2022, 11, 1782. https://doi.org/10.3390/antibiotics11121782

AMA Style

Huang T-Y, Tsai Y-H, Lee C-Y, Hsu W-H, Hsiao C-T, Huang Y-K, Li Y-Y, Chen J-L, Kuo S-F, Hsiao J-C, et al. Rational Use of Antibiotics and Education Improved Aeromonas Necrotizing Fasciitis Outcomes in Taiwan: A 19-Year Experience. Antibiotics. 2022; 11(12):1782. https://doi.org/10.3390/antibiotics11121782

Chicago/Turabian Style

Huang, Tsung-Yu, Yao-Hung Tsai, Ching-Yu Lee, Wei-Hsiu Hsu, Cheng-Ting Hsiao, Yao-Kuang Huang, Yen-Yao Li, Jiun-Liang Chen, Shu-Fang Kuo, Jo-Chun Hsiao, and et al. 2022. "Rational Use of Antibiotics and Education Improved Aeromonas Necrotizing Fasciitis Outcomes in Taiwan: A 19-Year Experience" Antibiotics 11, no. 12: 1782. https://doi.org/10.3390/antibiotics11121782

APA Style

Huang, T. -Y., Tsai, Y. -H., Lee, C. -Y., Hsu, W. -H., Hsiao, C. -T., Huang, Y. -K., Li, Y. -Y., Chen, J. -L., Kuo, S. -F., Hsiao, J. -C., Li, H. -J., Hung, C. -H., & Peng, K. -T. (2022). Rational Use of Antibiotics and Education Improved Aeromonas Necrotizing Fasciitis Outcomes in Taiwan: A 19-Year Experience. Antibiotics, 11(12), 1782. https://doi.org/10.3390/antibiotics11121782

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