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. 2023 Oct 30;11(11):2937. doi: 10.3390/biomedicines11112937

Extended-Spectrum β-Lactamases (ESBL): Challenges and Opportunities

Asmaul Husna 1,2, Md Masudur Rahman 1,3, A T M Badruzzaman 2, Mahmudul Hasan Sikder 4, Mohammad Rafiqul Islam 5, Md Tanvir Rahman 6, Jahangir Alam 7, Hossam M Ashour 8,*
Editor: Israa MS Al-Kadmy
PMCID: PMC10669213  PMID: 38001938

Abstract

The rise of antimicrobial resistance, particularly from extended-spectrum β-lactamase producing Enterobacteriaceae (ESBL-E), poses a significant global health challenge as it frequently causes the failure of empirical antibiotic therapy, leading to morbidity and mortality. The E. coli- and K. pneumoniae-derived CTX-M genotype is one of the major types of ESBL. Mobile genetic elements (MGEs) are involved in spreading ESBL genes among the bacterial population. Due to the rapidly evolving nature of ESBL-E, there is a lack of specific standard examination methods. Carbapenem has been considered the drug of first choice against ESBL-E. However, carbapenem-sparing strategies and alternative treatment options are needed due to the emergence of carbapenem resistance. In South Asian countries, the irrational use of antibiotics might have played a significant role in aggravating the problem of ESBL-induced AMR. Superbugs showing resistance to last-resort antibiotics carbapenem and colistin have been reported in South Asian regions, indicating a future bleak picture if no urgent action is taken. To counteract the crisis, we need rapid diagnostic tools along with efficient treatment options. Detailed studies on ESBL and the implementation of the One Health approach including systematic surveillance across the public and animal health sectors are strongly recommended. This review provides an overview of the background, associated risk factors, transmission, and therapy of ESBL with a focus on the current situation and future threat in the developing countries of the South Asian region and beyond.

Keywords: ESBL, combination therapy, antibiotics, resistance

1. Introduction

Antibiotics are the first drugs of choice to treat infectious diseases. A rise in infectious diseases, increasing rate of drug resistance, and indiscriminate use of antibiotics are the reasons behind the high usage of antibiotics in developing countries. In recent years, the Asia-Pacific region had a significant share of the global antibiotic market, a market that is expected to be valued at USD 59.72 billion by the year 2028 [1].

Antimicrobial resistance (AMR) has a negative impact on achieving Sustainable Development Goals (SDG), food safety, and food security. In the antimicrobial resistance (AMR) era, the evolving resistance caused by extended-spectrum β-lactamases (ESBLs) led to higher morbidity, prolonged hospital stays, and expensive treatment options [2]. ESBLs are Gram-negative bacteria of the Enterobacteriaceae family that carry ESBL genes in their plasmids or chromosomes, produce β-lactam hydrolyzing enzymes, and are rightly considered to be among the most challenging pathogens by the World Health Organization (WHO). ESBL-producing Enterobacteriaceae (ESBL-E) confer resistance to penicillin—in addition to aztreonam and first-, second-, and third-generation cephalosporins—but are unable to hydrolyze cephamycin or carbapenems [3]. Carbapenem has been the drug of first choice for treating ESBL-E-induced infection for a long time [4]. This is changing, though, due to many factors including the recent emergence of carbapenemase-producing bacteria. Thus, there is an urgent need to develop alternative approaches.

It is well known that the misuse or overuse of antibiotics in both human and animal populations is responsible for the evolution of drug-resistant bacteria via gene mutations or horizontal transmission of resistance genes by plasmids [5]. ESBL-E are commensal bacteria in both humans and animals and can be a major threat to food safety and food security. Commensal ESBL reservoirs in the environment have experienced recent dramatic increases due to the co-transmission of ESBL-E between the human and animal populations, which can occur through several direct and indirect routes of transmission. Pathogenic bacteria in the environment are able to acquire ESBL genes from commensal bacteria and can pose significant health risks to humans and animals [6].

It is estimated that over 1.5 billion people are colonized with ESBL-E, including a majority in developing countries [7]. Moreover, reports from South Asian developing countries, including Bangladesh, India, and Pakistan, indicated a high prevalence of ESBL-E and other multidrug-resistant (MDR) superbugs [8]. The increased dissemination of ESBL-E in humans and animals in different areas of the globe has led to the current resistance situation. More studies on ESBL surveillance in humans and animals need to be conducted. The One Health approach is a promising approach to try to tackle the escalating issue of ESBL-E resistance. This review presents a comprehensive insight into ESBL. It covers co-transmission routes between humans and animals as well as updated diagnostic and treatment strategies. It covers the current status, potential future threats, and opportunities to intervene. While recognized as a global problem, examples from developing countries in South Asia are provided.

2. Extended-Spectrum β-Lactamases (ESBL) and ESBL Producers

ESBL are hydrolyzing enzymes secreted by several Gram-negative bacteria of the family Enterobacteriaceae. They cause the inactivation of broad-spectrum oxyimino-cephalosporin (third- and fourth-generation) and monobactam (aztreonam) but not cephamycin (cefoxitin) or carbapenems (meropenem, imipenem, ertapenem, and doripenem) [9,10]. Generally, these enzymes are neutralized by β-lactamase inhibitors (BLIs) such as clavulanic acid, sulbactam, and tazobactam [9]. Genes that encode ESBL are mostly found on transposons or insertion sequences of plasmids in association with other resistance genes. As a result, they can spread rapidly, causing resistance to multiple antimicrobials such as aminoglycosides, trimethoprim, sulphonamides, tetracyclines chloramphenicol, and fluoroquinolone [11,12,13].

ESBL are produced by the nosocomial pathogens E. coli, Klebsiella pneumoniae, Acinetobacter baumannii, Pseudomonas aeruginosa, and Enterobacter spp. [14]. Among a wide range of Gram-negative bacterial species of different families harboring ESBL genes, E. coli is the most common host, followed by K. pneumoniae. Among the different variants of ESBL-producing E. coli, the ST131 clone is the most dominant [3].

The ESBL-encoding genes are highly diverse in nature and can be classified into many families with unique characteristics such as blaTEM, blaSHV, and blaCTX-M. TEM 1, the first plasmid and transposon-mediated β-lactamase, was isolated from the blood culture of a named Temoniera in Greece in the early 1960s [15]. It has spread worldwide and is now found in many species of the family Enterobacteriaceae, P. aeruginosa, Hemophilus influenzae, and Neisseria gonorrhoeae [16]. The SHV-1 type is common in Klebsiella spp. and E. coli [16]. CTX-M-type ESBL are predominant in E. coli, K. pneumoniae, S. enterica serovar Typhimurium, and Shigella spp. [17]. The plasmid-mediated OXA and AmpC-type ESBL were discovered in P. aeruginosa and K. pneumoniae isolates, respectively [16,18]. A series of Salmonella serovars, including S. enteritidis, S. newport, and S. paratyphi, have been characterized as ESBL producers that have been linked to serious foodborne gastroenteritis in humans [19].

3. Classification and Evolution of ESBL

ESBL are structurally and functionally mutated versions of β-lactamases. It is noteworthy that β-lactamases can be defined and classified by the Ambler classification system on the basis of molecular structure [20] and by the Bush–Jacoby–Medeiros classification system on the basis of function (Figure 1). Among the four classes (A, B, C, and D) of the Ambler classification, ESBL belong to classes A and D where serine is used as an enzyme active center. According to the Bush–Jacoby–Medeiros system, β-lactamases are classified into groups 1 to 3, along with several subgroups, on the basis of lysis of β-lactam substrates and the effects of inhibitors. Ambler’s A and D classes of ESBL belong to group 2 in the Bush–Jacoby–Medeiros system. In order to keep track of the newly evolved β-lactamases, Bush and Jacoby later proposed an update to the original Bush–Jacoby–Medeiros functional classification system of β-lactamases [11]. In both the original version and the updated 2009 version of the classification, ESBL belonged to group 2.

Figure 1.

Figure 1

Classification of extended-spectrum β-lactamases (ESBL). A. Ambler (molecular) classification. B. Bush–Jacoby–Medeiros classification.

More recently, ESBL have been classified into three main groups: Ambler class A ESBL (ESBLA), miscellaneous ESBL (ESBLM), and ESBL that degrade carbapenems (ESBLCARBA) [9]. Most ESBL in the world belong to the ESBLA group, which includes several types of sulfhydryl reagent variable (SHV) β-lactamases, Temoniera (TEM) β-lactamases, and cefotaxime-M (CTX-M) β-lactamases [21]. About 90% of TEM-1 harboring E. coli can confer resistance to ampicillin, penicillin, and first-generation cephalosporins but not to oxyimino cephalosporin. Additionally, SHV-1 (68% similar to TEM on the basis of amino acid sequences) can provide resistance to penicillin, tigecycline, and piperacillin but not to oxyimino cephalosporin [22]. During the 1980s, evolution of SHV-1 and TEM-1 from non-ESBL to ESBL in K. pneumoniae and E. coli strains, respectively, via specific amino acid substitutions, made them more capable of hydrolyzing oxyimino-cephalosporins [13]. Among the 140 TEM and 60 SHV types identified, some are capable of inactivating third-generation cephalosporins and aztreonam [22].

More recent outbreaks involving ESBL have been mediated by the CTX-M type rather than the TEM type or the SHV type [23]. CTX-M-type ESBL (first reported in 1989 in Munich, Germany) preferentially hydrolyze cefotaxime over ceftazidime and are inhibited by tazobactam [24]. They are distinct from TEM-type and SHV-type ESBL. The ESBL enzyme-encoded bla genes originated from the chromosomes of Kluyvera spp. (non-pathogenic Enterobacteriaceae). CTX-M ESBL are grouped into six major types—CTX-M-1, CTX-M-2, CTX-M-8, CTX-M-9, CTX-M-25, and KLUC—on the basis of ≥10% variance in amino acid sequence identity and several minor variants within the groups [25].

More than 80 CTX-M types have been reported in both hospitals and communities as well as in food animals, fresh vegetables, water, and the environment [22]. Mobile genetic elements (MGEs) such as ISEcp1 and ISCR1 play an important role in transferring blaCTX-M genes from the chromosomes of Kluyvera spp. into the plasmids of E. coli. The gene expression of blaCTX-M is enhanced by several active promoter sequences encoded in some MGEs, resulting in increased cephalosporin resistance in E. coli in hospital settings [26]. While CTX-M-type ESBL are mainly detected in plasmid incompatibility groups, chromosomal integration was also reported [25]. In humans, CTX-M-15 (CTX-M-1 group) and CTX-M-14 (CTX-M-9 group) are more prevalent, whereas CTX-M-1 (CTX-M-1 group) is more predominant in animals [27]. Other CTX-M groups were reported in specific regions, such as the CTX-M-2 and CTX-M-8 groups in South America and the CTX-M-2 group in Japan [25].

ESBLM are further classified into ESBLM-C (class C, plasmid-mediated AmpC) and ESBLM-D (class D). The AmpC group confers resistance to penicillin, third- and fourth-generation cephalosporins, and, sometimes, to carbapenems. They are inhibited by cloxacillin and boronic acid. Some OXA-ESBL are also classified within the ESBLM group. Carbapenem-resistant ESBL are also divided into ESBLCARBA-A, ESBLCARBA-B, and ESBLCARBA-D [28]. ESBLCARBA can degrade all β-lactam antibiotics. They are inhibited by either ethylenediaminetetraacetic acid (EDTA) or dipicolinic acid (DPA), as in the cases of Metallo- β-lactamases (MBLs), boronic acid, or avibactam. Some OXA enzymes are also included in the ESBLCARBA group. OXA-type β-lactamases that belong to Ambler class D are different from TEM and SHV, have the ability to hydrolyze oxacillin and cloxacillin, and are not inhibited by clavulanate acid. They have been mainly detected in P. aeruginosa and a much lesser percentage (1–10%) have been detected in E. coli. Other rarely found ESBL that are transmitted through plasmids are Pseudomonas extended resistant (PER), Vietnam ESBL (VEB), Guiana extended-spectrum (GES), and integron-borne cephalosporinase (IBC) [3].

4. Mechanism of Resistance and Dissemination of Resistant Genes

Gram-negative bacteria may inactivate β-lactam antibiotics (penicillin and cephalosporin) through several mechanisms (Figure 2). The periplasm of Gram-negative bacteria releases β-lactamase which has a higher affinity towards β-lactam antibiotics than the affinity of β-lactam antibiotics to their targets. The gene coding β-lactamase may be located in the immobile genetic chromosomes (in Enterobacter species) or extra-chromosomal MGEs such as a plasmid, integrin, or a transposon. The resistant genes evolve either gene-level mutations or acquisition of resistant genes from other bacteria of the same or different species.

Figure 2.

Figure 2

Mechanisms of antibiotic resistance and horizontal gene transfer by extended-spectrum β-lactamase producing Enterobacteriaceae (ESBL-E).

Bacterial integrons, described at the end of the 1980s, act as a vehicle for the transmission (intraspecies or interspecies) of resistant genes by the acquisition of sequences present in transposons and/or conjugative plasmids through the process of horizontal gene transfer [29]. This can happen through transformation, transduction, or conjugation (Figure 2). Genes encoding TEM-type β-lactamases are mostly carried and disseminated by Tn1, Tn2, or Tn3-like transposons. Genes encoding SHV-type β-lactamases can be mediated by both chromosomes and plasmids. Conjugative transmission is most commonly observed in the CTX-M type [3]. Five classes of integrons (intI1, intI2, intI3, intI4, and intI5) were found to play major roles in the dissemination of antibiotic-resistance genes [30].

Inhibitors used to block ESBL enzymes can help prevent the inactivation of β-lactam antibiotics. It is important to note that some β-lactamases may not be inactivated by some classical inhibitors such as clavulanate acid, sulbactam, and tazobactam [31,32]. Mechanisms of resistance in Gram-negative bacteria may also involve reduced membrane permeability through genomic mutations, decreased amounts of β-lactam antibiotics that can enter the cell, and a marked increase in antibiotic reflux from the periplasm to the exterior of the cell [31].

5. Diagnostic Tools for Detection of ESBL

Routine screening along with rapid detection of ESBL-producing bacteria in laboratory and hospital settings is essential in the therapeutic approach and infection control to suppress any outbreaks. The Clinical and Laboratory Standards Institute (CLSI) recommends a two-step process for the detection of ESBL [33]. The second part is only undertaken if the first step leads to a positive result. The first step involves a preliminary screening to detect sensitivity against some commonly used antibiotics such as cefotaxime, ceftriaxone, ceftazidime, or aztreonam. The second involves one of the available confirmatory tests to identify ESBL-producing organisms in the presence of β-lactamase inhibitor [34]. Tests recommended by CLSI for the screening of ESBL include Kirby–Bauer disks and Vitek (sensitivity 92–93%). The confirmatory tests may be performed using a double-disk synergy test (DDST), combination disk method, or E-test ESBL strips. The combination disk method has a very high sensitivity (100%) for testing cefotaxime and cefepime, whereas the E-test has a comparatively lower sensitivity for testing cefotaxime and ceftazidime (71–73%) or cefepime (90%) [22]. The phenotypic confirmatory method, double-disc synergy test, and E-test ESBL strip tests are easy to use in a laboratory setting, although none of these methods alone can identify all types of ESBL [32]. It is worth mentioning that there are also guidelines set by the European Committee on Antimicrobial Susceptibility Test (EUCAST) for the detection of ESBL [35].

In addition to phenotypic confirmatory tests, genotypic confirmatory tests are performed to identify certain enzymes and their variants released by ESBL producers through methods that include polymerase chain reaction (PCR) and nucleotide sequencing [22]. Other methods that can be used include the broth dilution method (BDM) [36], isoelectric point determination, DNA probes, the oligotyping method, PCR with restriction fragment length polymorphism analysis (PCR-RFLP), PCR with single-strand conformational polymorphism analysis (PCR-SSCP), and real-time-PCR [32]. The Cica Beta Test 1/HMRZ-86/Chromogenic cephalosporin is a rapid kit test (generates results within 15 min) that is used for detecting ESBL in Gram-negative rods from primary culture [37]. Matrix-assisted laser desorption ionization-time of flight mass spectrometry (MALDI-TOF) is another diagnostic tool that has been successfully used to detect ESBL [38]. Recently, the NG-Test CTX-M MULTI, a rapid immunochromatography technique (lateral flow), has proven to be useful for the detection of CTX-M-type enzymes (groups 1, 2, 8, 9, and 25), followed by the rapid identification of Enterobacterales in blood or urine samples using MALDI-TOF MS and flow cytometry [39,40]. Moreover, for the detection of SHV-positive K. pneumoniae, PCR with CRISPR-LbCas12a has demonstrated excellent sensitivity and specificity, and it is recommended for use in a hospital setting as it provides results in about two hours [41].

The applicability of these detection methods in different situations can have limitations due to the frequent mutations that lead to changes in patterns of ESBL subtypes. This can make diagnosis more complex and difficult. Different types of ESBL detection methods are summarized in Table 1.

Table 1.

Diagnostic tools for detection of extended-spectrum β-lactamases (ESBL).

Screening Tests Confirmatory Tests Rapid Kit Test
Phenotypic Methods Genotypic Methods
Test Name Antibiotic Sensitivity Test Name Antibiotic Sensitivity
Kirby-Bauer disks Cefotaxime, ceftriaxone, ceftazidime, or aztreonam 92–93% Double-disk synergy test (DDST) Cefotaxime, ceftriaxone, ceftazidime, or aztreonam 70–80% PCR Cica Beta Test 1/HMRZ-86/Chromogenic cephalosporin
Vitek Combination disk method, Cefotaxime and cefepime 100% Nucleotide sequencing
E-test ESBL strip Cefotaxime and ceftazidime 71–73% Isoelectric point determination
Cefepime 90% DNA probes
Oligotyping method
PCR-RFLP
PCR-SSCP

6. Risk Factors and Mode of Transmission of ESBL-Producing Bacteria

Throughout the recent decades, ESBL-producing bacteria have been increasingly detected in hospital and community settings and have thus emerged as a serious health problem for humans and animals [42,43]. Reduced treatment options, complex infections, high mortality, and costly treatments are some of the major concerns for people infected with ESBL-producing organisms [2]. In the intensive care unit (ICU), ventilator-associated pneumonia by ESBL-producing bacteria has been detected in hospitalized patients [44]. In the human population, risk factors for hospital-borne colonization and infection with ESBL producers include prolonged hospital stay, use of hemodialysis, and intravascular catheters [45,46]. Community-borne infections may be related to many factors, including international traveling [47]. In veterinary medicine, cephalosporins are frequently used for the treatment of bacterial infections in farm animals and pet animals [48]. In South Asia, excessive use of over-the-counter (OTC) cephalosporins may be a major cause for increasing ESBL-producing bacteria in the animal population, which can further cocirculate in the human population via the food chain.

ESBL-producing enteric bacteria, such as E. coli, non-typhoidal Salmonella spp., and Campylobacter spp., are zoonotic pathogens spread to humans through the food chain and can transiently colonize the human gut. Resistant commensal E. coli acts as a vehicle to transmit genetic resistance determinants in the gut or via milk and meat. Resistant pathogenic E. coli may subsequently cause urinary tract infections in vulnerable patients [49]. In food-producing animals and pet animals, cephalosporin-resistant E. coli and Salmonella spp. cause high levels of mortality and morbidity which pose a risk of spread to humans via improper handling and inadequate cooking of food [50]. CTX-M-14 is predominant in Asian countries and has been detected in humans, pets, and poultry [19]. The CTX-M-15-producing human ST15 and ST101 K. pneumoniae clones have been reported to be widely disseminated in pets and horses [51]. The blaCTX-M-1 encoding IncI1 plasmids were commonly identified in E. coli isolates from animals and humans along with various sequence types (STs) of E. coli [52].

In addition to causing intestinal and urinary tract infections, ESBL-producing Gram-negative bacteria, such as E. coli, Proteus spp., Pseudomonas aeruginosa, and Klebsiella spp., can also be responsible for diabetic foot ulcers in individuals with underlying health conditions, potentially leading to amputation and death [53]. A high incidence of sternal wound infections caused by ESBL-producing E. coli has also been reported among patients in postoperative care after cardiac surgery [54].

Resistance transmission routes for ESBL-producing bacteria are complex (Figure 3). There are multiple direct and indirect transmission pathways from animal and inanimate sources to humans and from humans to animals and the environment [55]. Extended-spectrum β-lactamase-producing enterobacterales isolates were reported in farmers and livestock (pig and poultry) [56,57]. Lower genomic ESBL diversity was also seen in farming communities than in the general and clinical populations. This can indicate a higher possibility of the exchange of ESBL genes between reservoirs in farming communities through close contact. Additionally, molecular similarities between human and environmental reservoirs may be an indication of transmission from human wastewater to surface water [58]. Through the contaminated surface water, wild birds may get infected and act as vectors or even reservoirs for local dissemination [59]. A high prevalence in migratory birds (17% in Pakistan, 17.3% to 38.18% in Bangladesh) is an indication that migratory birds can be a potential carrier for transmission in Asian countries [60,61,62].

Figure 3.

Figure 3

Possible transmission pathways of Extended-Spectrum β-Lactamase (ESBL)-producing bacteria.

7. Possible Therapeutic Options

Resistance towards certain commonly prescribed antibiotics, such as penicillin and cephalosporins, can make these drugs ineffective for treating infections. Carbapenems have been considered the main therapeutic option for the treatment of ESBL-E [4]. The intravenous administration of carbapenem antibiotics is more efficient than its oral administration. However, injudicious overuse led to the emergence of carbapenem resistance.

Carbapenem-sparing strategies include the administration of non-carbapenem β-lactams (ceftolozane–tazobactam, ceftazidime–avibactam, temocillin, cephamycins, and cefepime) and non-β-lactams (aminoglycosides, quinolones, tigecycline, eravacycline, and fosfomycin).

For the non-carbapenem β-lactams, piperacillin–tazobactam (PTZ) combination is the most suitable alternative to carbapenems in the treatment of mild urinary tract infections (MIC ≤ 4 mg/L) [63,64]. Ceftolozane–tazobactam appears to be promising in the treatment of complicated intra-abdominal infections and complicated urinary tract infections [65]. Tazobactam and Avibactam are β-lactamase inhibitors but tazobactam is affected by the inoculum effect [63]. The effects of Tazobactam can be reduced by certain Gram-negative bacteria that are capable of releasing ESBL and AmpC beta-lactamases and can protect themselves through activation of efflux pumps and porin mutations. Avibactam has the ability to conserve the efficacy of ceftazidime against the highly prevalent β-lactamases, such as ESBL, and carbapenemases including OXA-48 and K. pneumoniae carbapenemase (KPC). Hence, the ceftazidime–avibactam combination produces better results for the majority of MDR Gram-negative bacteria [66]. Cephamycins include cefoxitin, cefotetan, moxalactam, cefmetazole, and flomoxef. Cephamycins are ineffective against AmpC cephalosporinases and porin mutations [67]. Cefepime, a fourth-generation cephalosporin that is less hydrolyzed by AmpC lactamases and ESBL than other cephalosporins, could help against low-risk infections (MIC ≤ 2 mg/L) [68]. However, there is a possible risk of mortality in some cases [43]. Temocillin (b-a-methoxy-derivative of ticarcillin), a new drug, has a narrow spectrum that is limited only to Enterobacterales and is not easily degraded by various β-lactamases [66].

For non-β-lactams, quinolones and aminoglycosides are good options. ESBL genes were shown to mediate quinolone resistance [69]. The spreading of aminoglycoside-modifying enzymes can impact microbial susceptibility to aminoglycosides [70]. Amikacin and the next-generation aminoglycoside plazomicin could be used for the treatment of urinary tract infections, including the treatment of acute pyelonephritis by plazomicin [71,72,73]. Tigecycline has efficacy against ESBL-producing E. coli and against multidrug-resistant (MDR) and extensively drug-resistant Acinetobacter baumannii and K. pneumoniae [66,74]. The tetracycline derivatives, Eravacycline and Omadacycline, have anti-ESBL activity that could be used to control Gram-negative bacteria [75,76]. Fosfomycin interferes with the synthesis of peptidoglycan by inhibiting phosphoenolpyruvate transferase and can be effective with urinary tract infections [66]. Fosfomycin is efficient for the treatment of acute uncomplicated cystitis [77]. Finally, monotherapy is generally less effective than combination therapy [78].

8. Current Status of ESBL in South Asian Developing Countries

In this era of antibiotic resistance, developing countries are considered as a hotbed for the spread of resistant bacteria due to the imprudent use of antibiotics, poor drug quality, lack of proper monitoring, as well as many other factors associated with individual and national poverty in many of these countries [6]. Bangladesh, India, and Pakistan are three densely populated South Asian developing countries that have high degrees of antimicrobial resistance in both the human and animal sectors. Availability of antibiotics over the counter, the tendency to self-medicate, lack of completion of antibiotic courses, unnecessary overprescribing of antibiotics by physicians, and the indiscriminate use of antibiotics in agriculture and veterinary practices are considered major causes of AMR in these countries [79,80].

ESBL have been frequently reported on the Asian subcontinent since the late 1990s. In Bangladesh, ESBL have been reported for more than two decades [81]. The globally dominant ESBL blaCTX-M-15 was first reported in India in the mid-1990s and is still a dominant ESBL type in India, Bangladesh, and Pakistan [82]. AMR surveillance in these countries is not comprehensive and there is a general underreporting of AMR. The largest proportions of these studies were conducted on humans. A significantly high proportion of AMR, MDR, and ESBL producers were detected in the period from 2015 to 2020 (Table 2 and Table 3).

Table 2.

Current status of ESBL as reported in Bangladesh, India, and Pakistan public health sectors from 2015 to 2023.

Country ESBL Enterobacteriaceae Source Prevalence Reference
1 Bangladesh bla CTX-M-15 E. coli Urine 80% [83]
2 India bla CTX-M-15 E. coli Skin and soft tissue 70% [84]
3 India bla CTX-M-15 E. coli Urine, pus, extra intestinal clinical samples 25% [85]
4 Bangladesh bla TEM E. coli Urine 50% [86]
5 Bangladesh bla CTX-M-15 E. coli Rectal swabs 48.2% [87]
bla CTX-M-1 11.1%
bla SHV-12 11.1%
bla CTX-M-14 7.4%
bla CTX-M-27 7.4%
bla CTX-M-9 3.7%
bla CTX-M-14b 3.7%
bla SHV-28 3.7%
bla TEM-12 3.7%
6 Bangladesh bla CTX-M-1 E. coli Clinical specimens 33.9% [88]
bla CTX-M-1 K. pneumoniae 51.4%
7 Bangladesh Non-specific E. coli Urine 25.84% [81]
Non-specific Klebsiella pneumoniae 6.6%
8 Bangladesh bla TEM E. coli Urine 22.7% [89]
bla CTX-M 24.2%
bla SHV 4.3%
9 Bangladesh Non-specific K. pneumoniae Tracheal swabs, sputum, wound swabs, pus, blood, urine 50% [90]
Non-specific K. oxytoca 25%
10 Bangladesh bla CTX-M-3 Pseudomonas spp. Urine, swab, pus 78.0% [91]
bla CTX-M- 14 80.0%
11 Bangladesh bla TEM E. coli Stool 41% [62]
bla CTX–M–group–1 96%
12 India bla CTX-M-15 E. coli Urine 52% [92]
bla OXA-2 8%
13 India Non-specific E. coli Pus 9.8% [93]
Urine 82.6%
14 North-East India bla CTX-M E. coli Urine, sputum, vaginal discharge 54.34% [94]
bla TEM 60.86
bla SHV 63.04%
15 South India bla CTX-M-15 E. coli Urine, wound swab, sputum, pus, endotracheal secretions, bronchoalveolar lavage, bile fluid 90% [95]
16 Bihar, India bla TEM E. coli Stool 51.8% [96]
bla SHV 68%
bla CTX-M 86.1%
17 India bla SHV Pseudomonas aeruginosa Urine, blood, sputum, endotracheal aspirate 15.1% [97]
bla TEM 57.1%
18 Pakistan bla CTX-M-15 E. coli Fecal samples 86.2% [98]
19 North-West Pakistan Non-specific P. aeruginosa Burn patients 35.85% [99]
20 Lahore, Pakistan blaCTX - M E. coli, Klebsiella spp., Pseudomonas aeruginosa, Enterobacter spp., Acinetobacter spp. Urine, pus, wound swabs 76% [100]
blaTEM 28%
blaSHV 21%
21 Faisalabad, Pakistan bla CTX-M-1 E. coli Dog owners 59% [101]
Cat owners 73.9%
Veterinary professionals 80%
22 Pakistan bla CTX-M1 K. pneumoniae Hospital waste 71% [102]
bla TEM 53%
bla SHV 6%
23 Lahore, Pakistan bla CTX-M-I E. coli Clinical specimens 72.1% [103]
bla CTX-M-II 8.5%
24 Peshawar, Pakistan bla CTX-M-15 Pseudomonas aeruginosa Clinical specimens 19.71% [104]
25 Lahore, Pakistan Non-specific E. coli Healthy individuals 57.0% [105]
Patients 53.0%
26 Faisalabad, Pakistan bla CTXM-1 E. coli Urine 70%, [106]
bla TEM-1 74.4%
bla CTXM-15 49%

Table 3.

Current status of ESBL as reported in Bangladesh, India, and Pakistan animal health sectors from 2015 to 2023.

Country ESBL Enterobacteriaceae Species Source Prevalence Reference
1 Bangladesh bla TEM E. coli Chicken Droppings 78% [86]
2 India bla CTX-M-15 E. coli Poultry Meat 17% [107]
3 Pakistan bla CTX-M-15 E. coli Migratory birds Fecal samples 92.3% [61]
4 Bangladesh bla TEM E. coli Chicken Meat 86% [108]
5 India bla CTX-M-15 E. coli Piglets Fecal samples 2.94% [109]
bla TEM 6.47%
6 India bla CTX-M-1 E. coli Piglets Fecal samples 55.55% [110]
7 West Bengal, India bla CTX-M Klebsiella spp. Broiler Cloacal swabs 10.7% [111]
bla SHV 51.5%
bla TEM 48.5%
8 West Bengal, India bla CTX-M E. coli Cattle Milk 54.54% [112]
9 Assam and Meghalaya bla CTX-M E. coli, Salmonella. Pigs Fecal samples 0.67% [113]
bla TEM 2.76%
10 Faisalabad, Pakistan bla CTX-M-1 E. coli Dogs Fecal samples 81.8% [101]
Cats 73.9%
11 Pakistan bla CTX-M-15 E. coli Wild birds Fecal samples 92.3% [61]
12 Punjab, Pakistan bla TEM-1 Salmonella enterica serovar Infantis Poultry Post mortem specimens 44·4% [114]
13 Lahore, Pakistan Non-specific E. coli Cattle Feces 66.0% [105]
Chicken Feces 59.0%
Cattle, Chicken Raw meat 70.0%
14 Pakistan bla CTX-M-15 E. coli Cows Mastitic milk samples 63.04% [115]
blaCTX-M-55, blaCTX-M-14 8.69%
blaCTX-M-3, blaCTX-M-1 2.17%
bla TEM 47.82%
bla SHV 17.39%
15 Pakistan bla CTX-M bla TEM E. coli Backyard chicken Cloacal swabs 45.1% [116]
16 Bangladesh bla SHV E. coli Broiler Raw meat swabs 12.8% [117]
Layer 7.61%

In Bangladesh, a study in a tertiary care hospital in Dhaka revealed the presence of ~16% ESBL producers (15.75% Escherichia coli, 14.01% Pseudomonas spp., 36.84% Proteus spp., 18.57% Klebsiella spp., and 21.05% Acinetobacter spp.) in indoor (~50%) and outdoor (13%) patients [118]. A similar study has reported that 34% of E. coli isolated from extra-intestinal infection in patients were ESBL-producing [88]. Another study revealed a high prevalence of MDR ESBL-producing E. coli isolates in Bangladesh (most isolates were shown to have blaCTX-M), including the uropathogenic ESBL-producing E. coli clone O25:H4 [119]. Moreover, about 60% of ESBL-positive E. coli carrying blaCTX-M-1, blaCTX-M-2, blaCTX-M-8, blaCTX-M-9, blaCTX-M-15, blaCTX-M-25, blaTEM, and blaSHV genes were detected in human faecal sludge samples isolated from a Rohingya camps in Cox’s Bazar, Bangladesh [120]. Additionally, 74% ESBL-producing E. coli were detected in stool samples from healthy infants in rural areas of Bangladesh [62]. It is unknown whether the resistance was primarily acquired from the environment, vertically from the child’s mother, or through selective pressure from pediatric antibiotic overuse [121]. In a molecular study, CTX-M-type and SHV-type ESBL genes were detected in E. coli, K. pneumoniae, and Enterobacter cloacae isolated from surface water in Dhaka, Bangladesh [122]. The fairly common practice in rural areas of Bangladesh to dispose of infants’ stool in front yards or nearby ditches might have contributed to the transmission of resistant bacteria to domestic and stray birds and/or other animals [123]. It has been reported that crows act as potential carriers of human-pathogenic ESBL-producing E. coli ST13-O25b clones because of their foraging behaviors [124]. Household pigeon droppings were shown to contain blaCTX-M-15 genes of the ESBL-producing E. coli ST1408, known to be a bird-associated sequence [125]. Migratory birds traveling to Bangladesh have been reported to be a potential source of ESBL-producing E. coli carrying blaTEM, blaCTX-M, blaCMY, and blaSHV genes [126]. To alleviate the escalating food shortage for an increasing population in Bangladesh, antibiotics are overused to promote growth and to prevent and treat diseases in food animals. A high percentage of ampicillin-resistant blaTEM gene (91.25%) was reported in E. coli isolated from cloacal swabs of live broiler chicken [127]. Both AMR and MDR isolates of E. coli, V. cholerae, and Salmonella spp. were identified in large numbers in the poultry sector in Bangladesh [128,129]. Food items such as chicken nuggets were reported to be contaminated with MDR bacteria in Dhaka, Bangladesh [130]. In large animals, separate studies reported quinolone-resistant E. coli in apparently healthy cattle; gatifloxacin-resistant E. coli in raw milk of cattle and buffalo; ampicillin, oxytetracycline, tetracycline, and amoxicillin-resistant P. aeruginosa from abscesses of cattle; and azithromycin, tetracycline, erythromycin, oxytetracycline, and ertapenem-resistant E. coli and Salmonella spp. from dairy farms [109,131,132,133].

In India, it has been reported that 70–90% of Enterobacteriaceae are ESBL-positive and that the CTX-M-15 β-lactamase is dominating in India following its first detection in Delhi in 2000 [134]. ESBL in animals also rose from 12 to 33% from 2013 to 2019 [135]. A high prevalence of 26% has been reported in north India [136].

In Pakistan, ESBL have been frequently reported in community and hospital settings as well as in animals from different parts of the country. The blaCTX−M gene has been reported as a predominant genotype in this region, while blaTEM and blaOXA genes were less common in healthcare settings [100]. In another study, 25.41% of ESBL-producing E. coli was detected in milk from mastitis-affected cattle, an alarming percentage for the whole region [115].

9. Future Threats of ESBL in South Asian Developing Countries

Undoubtedly, infections caused by ESBL-producing organisms are of great concern to the medical world. The rising prevalence rates along with the dire lack of effective antimicrobial therapy are alarming. Carbapenem is the drug of choice for the treatment of infection caused by ESBL-producing enterobacteria. However, carbapenem-resistant Enterobacteriaceae are superbugs that can cause significant morbidity and mortality [137]. New Delhi metallo-β-lactamase (NDM) can inactivate carbapenem and other β-lactam antibiotics except aztreonam [138]. The NDM variant might have evolved in Enterobacteriaceae, Vibrionaceae, and other non-fermenters by single and double amino acid residue substitutions at different positions [139]. Therapeutic options may be more limited as a result of the evolution of new variants of NDM [140]. Genome transfer among unrelated bacterial species is not the only factor responsible for the increase and spread of NDM variants worldwide. Human factors, such as travel, sanitation, and food production and processing, can also amplify the issue [141]. NDM-17 and NDM-20 were reported in ST1114 E. coli isolated from chicken and pig, respectively, in China, indicating that food animals have become a reservoir of NDM-producing bacteria [142]. For the treatment of infections caused by NDM producers, the last resort antibiotic colistin is commonly used. However, a colistin-resistant mcr-1 gene in E. coli was recently detected from a pig farm in China [143,144]. From 2016 to date, several plasmid-mediated colistin-resistant mcr genes have been detected in E. coli. The use of colistin has been limited in humans because of nephrotoxicity, but it has been used extensively in the veterinary field for decades for prevention and treatment of enteritis and as a growth promoter [145,146]. Thus, the prevalence of colistin-resistant mcr-1 gene variants in E. coli was higher in animals than in humans, indicating that the livestock sector was most likely the main source of colistin resistance amplification and spread in animals and in the human population [147,148].

In Bangladesh, reports indicated the emergence of carbapenem-resistant bacteria harboring blaOXA-48, blaNDM-1,5 and blaVIM-5, and colistin-resistant K. pneumoniae harboring mcr-8 in clinical isolates [149,150]. The MDR NDM-1 was first detected in Klebsiella pneumoniae in an individual who traveled to India in 2008 [151]. Since then, NDM-1 has been found in various species of Enterobacteriaceae, Acinetobacter spp., and Pseudomonas spp. and 24 variants of NDM have been identified. Another superbug is the Bengal Bay clone of Staphylococcus aureus, which originated from the Indian subcontinent in the 1960s [152]. Additionally, methicillin-resistant Staphylococcus aureus (MRSA) remains a current and a future threat to hospital patients [153]. In 2018, an outbreak of extensively drug-resistant (XDR) Salmonella enterica serovar Typhi was reported in Pakistan and Bangladesh [154]. Poor sanitation and overuse of antibiotics are considered the main culprits for the emergence of superbugs in these regions and are expected to impact the South Asian region in future years.

10. Conclusions

Antimicrobial resistance is an ongoing global issue. During the COVID-19 pandemic, a decline in the rising trends of ESBL infections, as compared to rates observed before the pandemic, was observed [155]. Travel restrictions, in addition to overall precautions for preventing the spread of infections, might have contributed to this. This gives us hope that proper antimicrobial stewardship could contribute to the reduction of transmission rates of ESBL infections in the future. This is in spite of studies indicating a higher prevalence of other MDR infections, such as MRSA, vancomycin-resistant Enterococci (VRE), carbapenem-resistant Enterobacteriaceae (CRE), and carbapenem-resistant Acinetobacter baumannii (CRAB), during the COVID-19 pandemic [155]. Given this, detailed molecular studies on ESBL-producing bacteria and other superbugs could help identify changing mechanisms of resistance, transmission routes, and alternative drug targets to control pathogenicity. Moreover, there is an urgent need to develop precise diagnostic tools, new drugs, and novel strategies against difficult-to-treat antibiotic-resistant pathogens, including the use of antibiotics in combination or with adjuvants, bacteriophages, antimicrobial peptides, nanoparticles, antibacterial antibodies, and photodynamic light therapy. A One Health approach of systematic surveillance of ESBL across the public health and animal health sectors could be helpful. Finally, there should be more control of the use and release of antibiotics in the environment in South Asian countries and elsewhere in the world.

Author Contributions

Conceptualization, A.H., M.M.R. and H.M.A.; writing—original draft preparation, A.H. and H.M.A.; writing—review and editing, M.M.R., A.T.M.B., M.H.S., M.R.I., M.T.R., J.A. and H.M.A.; supervision, H.M.A. All authors have read and agreed to the published version of the manuscript.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

All relevant data are included within the manuscript.

Conflicts of Interest

The authors declare no conflict of interest.

Funding Statement

This research received no external funding.

Footnotes

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References

  • 1.Forecast M.D. Global Antibiotics Market Size, Share, Trends, COVID-19 Impact and Growth Analysis Report–Segmented by Action Mechanism, Drug Class and Region (North America, Europe, Asia pacific, Latin America, Middle East and Africa)–Industry Forecast (2022 to 2027). Antibiotics Market, 2023. [(accessed on 10 September 2023)]. Available online: https://www.marketdataforecast.com/market-reports/antibiotics-market.
  • 2.Maslikowska J.A., Walker S.A., Elligsen M., Mittmann N., Palmay L., Daneman N., Simor A. Impact of infection with extended-spectrum beta-lactamase-producing Escherichia coli or Klebsiella species on outcome and hospitalization costs. J. Hosp. Infect. 2016;92:33–41. doi: 10.1016/j.jhin.2015.10.001. [DOI] [PubMed] [Google Scholar]
  • 3.Castanheira M., Simner P.J., Bradford P.A. Extended-spectrum β-lactamases: An update on their characteristics, epidemiology and detection. JAC-Antimicrob. Resist. 2021;3:dlab092. doi: 10.1093/jacamr/dlab092. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4.Vardakas K.Z., Tansarli G.S., Rafailidis P.I., Falagas M.E. Carbapenems versus alternative antibiotics for the treatment of bacteraemia due to Enterobacteriaceae producing extended-spectrum beta-lactamases: A systematic review and meta-analysis. J. Antimicrob. Chemother. 2012;67:2793–2803. doi: 10.1093/jac/dks301. [DOI] [PubMed] [Google Scholar]
  • 5.Tseng C.-H., Liu C.-W., Liu P.-Y. Extended-Spectrum β-Lactamases (ESBL) Producing Bacteria in Animals. Antibiotics. 2023;12:661. doi: 10.3390/antibiotics12040661. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Ayukekbong J.A., Ntemgwa M., Atabe A.N. The threat of antimicrobial resistance in developing countries: Causes and control strategies. Antimicrob. Resist. Infect. Control. 2017;6:47. doi: 10.1186/s13756-017-0208-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7.Woerther P.L., Burdet C., Chachaty E., Andremont A. Trends in human fecal carriage of extended-spectrum beta-lactamases in the community: Toward the globalization of CTX-M. Clin. Microbiol. Rev. 2013;26:744–758. doi: 10.1128/CMR.00023-13. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8.Ahmed I., Rabbi B., Sultana S. Antibiotic resistance in Bangladesh: A systematic review. Int. J. Infect. Dis. 2019;80:54–61. doi: 10.1016/j.ijid.2018.12.017. [DOI] [PubMed] [Google Scholar]
  • 9.Rahman S.U., Ali T., Ali I., Khan N.A., Han B., Gao J. The Growing Genetic and Functional Diversity of Extended Spectrum Beta-Lactamases. BioMed Res. Int. 2018;2018:9519718. doi: 10.1155/2018/9519718. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Pana Z.D., Zaoutis T. Treatment of extended-spectrum beta-lactamase-producing Enterobacteriaceae (ESBLs) infections: What have we learned until now? F1000Research. 2018;7:F1000. doi: 10.12688/f1000research.14822.1. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Bush K., Jacoby G.A. Updated functional classification of beta-lactamases. Antimicrob. Agents Chemother. 2010;54:969–976. doi: 10.1128/AAC.01009-09. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12.Mammeri H., Van De Loo M., Poirel L., Martinez-Martinez L., Nordmann P. Emergence of Plasmid-Mediated Quinolone Resistance in Escherichia coli in Europe. Antimicrob. Agents Chemother. 2005;49:71–76. doi: 10.1128/AAC.49.1.71-76.2005. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13.Paterson D.L., Bonomo R.A. Extended-spectrum beta-lactamases: A clinical update. Clin. Microbiol. Rev. 2005;18:657–686. doi: 10.1128/CMR.18.4.657-686.2005. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14.Mulani M.S., Kamble E.E., Kumkar S.N., Tawre M.S., Pardesi K.R. Emerging Strategies to Combat ESKAPE Pathogens in the Era of Antimicrobial Resistance: A Review. Front. Microbiol. 2019;10:539. doi: 10.3389/fmicb.2019.00539. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Bradford P.A. Extended-spectrum beta-lactamases in the 21st century: Characterization, epidemiology, and detection of this important resistance threat. Clin. Microbiol. Rev. 2001;14:933–951. doi: 10.1128/CMR.14.4.933-951.2001. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16.Rawat D., Nair D. Extended-spectrum beta-lactamases in Gram Negative Bacteria. J. Glob. Infect. Dis. 2010;2:263–274. doi: 10.4103/0974-777X.68531. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17.Bialvaei A.Z., Kafil H.S., Asgharzadeh M., Yousefi M. CTX-M extended-spectrum β-lactamase-producing Klebsiella spp., Salmonella spp., Shigella spp. and Escherichia coli isolates in Iranian hospitals. Braz. J. Microbiol. 2016;47:706–711. doi: 10.1016/j.bjm.2016.04.020. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18.Tzouvelekis L.S., Vatopoulos A.C., Katsanis G., Tzelepi E. Rare case of failure by an automated system to detect extended-spectrum beta-lactamase in a cephalosporin-resistant Klebsiella pneumoniae isolate. J. Clin. Microbiol. 1999;37:2388. doi: 10.1128/JCM.37.7.2388-2388.1999. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 19.Madec J.Y., Haenni M., Nordmann P., Poirel L. Extended-spectrum beta-lactamase/AmpC- and carbapenemase-producing Enterobacteriaceae in animals: A threat for humans? Clin. Microbiol. Infect. 2017;23:826–833. doi: 10.1016/j.cmi.2017.01.013. [DOI] [PubMed] [Google Scholar]
  • 20.Bush K., Jacoby G.A., Medeiros A.A. A functional classification scheme for beta-lactamases and its correlation with molecular structure. Antimicrob. Agents Chemother. 1995;39:1211–1233. doi: 10.1128/AAC.39.6.1211. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21.Peirano G., Pitout J.D.D. Extended-Spectrum beta-Lactamase-Producing Enterobacteriaceae: Update on Molecular Epidemiology and Treatment Options. Drugs. 2019;79:1529–1541. doi: 10.1007/s40265-019-01180-3. [DOI] [PubMed] [Google Scholar]
  • 22.Amelia A., Nugroho A., Harijanto P.N. Diagnosis and Management of Infections Caused by Enterobacteriaceae Producing Extended-Spectrum b-Lactamase. Acta Med. Indones. 2016;48:156–166. [PubMed] [Google Scholar]
  • 23.Castanheira M., Mendes R.E., Jones R.N., Sader H.S. Changes in the Frequencies of beta-Lactamase Genes among Enterobacteriaceae Isolates in U.S. Hospitals, 2012 to 2014: Activity of Ceftazidime-Avibactam Tested against beta-Lactamase-Producing Isolates. Antimicrob. Agents Chemother. 2016;60:4770–4777. doi: 10.1128/AAC.00540-16. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 24.Bauernfeind A., Schweighart S., Grimm H. A new plasmidic cefotaximase in a clinical isolate of Escherichia coli. Infection. 1990;18:294–298. doi: 10.1007/BF01647010. [DOI] [PubMed] [Google Scholar]
  • 25.D’Andrea M.M., Arena F., Pallecchi L., Rossolini G.M. CTX-M-type beta-lactamases: A successful story of antibiotic resistance. Int. J. Med. Microbiol. 2013;303:305–317. doi: 10.1016/j.ijmm.2013.02.008. [DOI] [PubMed] [Google Scholar]
  • 26.Poirel L., Lartigue M.F., Decousser J.W., Nordmann P. ISEcp1B-mediated transposition of blaCTX-M in Escherichia coli. Antimicrob. Agents Chemother. 2005;49:447–450. doi: 10.1128/AAC.49.1.447-450.2005. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.Seiffert S.N., Hilty M., Perreten V., Endimiani A. Extended-spectrum cephalosporin-resistant Gram-negative organisms in livestock: An emerging problem for human health? Drug Resist. Update. 2013;16:22–45. doi: 10.1016/j.drup.2012.12.001. [DOI] [PubMed] [Google Scholar]
  • 28.Zhao W.-H., Hu Z.-Q. Epidemiology and genetics of CTX-M extended-spectrum β-lactamases in Gram-negative bacteria. Crit. Rev. Microbiol. 2013;39:79–101. doi: 10.3109/1040841x.2012.691460. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 29.Waldor M.K. Mobilizable genomic islands: Going mobile with oriT mimicry. Mol. Microbiol. 2010;78:537–540. doi: 10.1111/j.1365-2958.2010.07365.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 30.Cambray G., Guerout A.M., Mazel D. Integrons. Annu. Rev. Genet. 2010;44:141–166. doi: 10.1146/annurev-genet-102209-163504. [DOI] [PubMed] [Google Scholar]
  • 31.Archer G.L., Polk R.E. Treatment and prophylaxis of bacterial infections. Harrisons Princ. Intern. Med. 2005;16:789. [Google Scholar]
  • 32.Rahman M.M., Jahan W.A. Clinical Laboratory and Molecular Detection of Extended Spectrum beta lactamases: A Review Update. Bangladesh J. Infect. Dis. 2015;1:12–17. doi: 10.3329/bjid.v1i1.21706. [DOI] [Google Scholar]
  • 33.Performance Standards for Antimicrobial Susceptibility Testing. Clinical and Laboratory Standards Institute; Wayne, PA, USA: 2012. [Google Scholar]
  • 34.Drieux L., Brossier F., Sougakoff W., Jarlier V. Phenotypic detection of extended-spectrum β-lactamase production in Enterobacteriaceae: Review and bench guide. Clin. Microbiol. Infect. 2008;14:90–103. doi: 10.1111/j.1469-0691.2007.01846.x. [DOI] [PubMed] [Google Scholar]
  • 35.Leclercq R., Cantón R., Brown D.F.J., Giske C.G., Heisig P., MacGowan A.P., Mouton J.W., Nordmann P., Rodloff A.C., Rossolini G.M., et al. EUCAST expert rules in antimicrobial susceptibility testing. Clin. Microbiol. Infect. 2013;19:141–160. doi: 10.1111/j.1469-0691.2011.03703.x. [DOI] [PubMed] [Google Scholar]
  • 36.Correa-Martínez C.L., Idelevich E.A., Sparbier K., Kostrzewa M., Becker K. Rapid Detection of Extended-Spectrum β-Lactamases (ESBL) and AmpC β-Lactamases in Enterobacterales: Development of a Screening Panel Using the MALDI-TOF MS-Based Direct-on-Target Microdroplet Growth Assay. Front. Microbiol. 2019;10:13. doi: 10.3389/fmicb.2019.00013. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 37.Colodner R., Reznik B., Gal V., Yamazaki H., Hanaki H., Kubo R. Evaluation of a novel kit for the rapid detection of extended-spectrum beta-lactamases. Eur. J. Clin. Microbiol. Infect. Dis. 2006;25:49–51. doi: 10.1007/s10096-005-0074-y. [DOI] [PubMed] [Google Scholar]
  • 38.Kawamoto Y., Kosai K., Yamakawa H., Kaku N., Uno N., Morinaga Y., Hasegawa H., Yanagihara K. Detection of extended-spectrum β-lactamase (ESBL)-producing Enterobacteriaceae using the MALDI Biotyper Selective Testing of Antibiotic Resistance–β-Lactamase (MBT STAR-BL) assay. J. Microbiol. Methods. 2019;160:154–156. doi: 10.1016/j.mimet.2019.03.019. [DOI] [PubMed] [Google Scholar]
  • 39.Keshta A.S., Elamin N., Hasan M.R., Pérez-López A., Roscoe D., Tang P., Suleiman M. Evaluation of Rapid Immunochromatographic Tests for the Direct Detection of Extended Spectrum Beta-Lactamases and Carbapenemases in Enterobacterales Isolated from Positive Blood Cultures. Microbiol. Spectr. 2021;9:e0078521. doi: 10.1128/Spectrum.00785-21. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 40.Zboromyrska Y., Rico V., Pitart C., Fernández-Pittol M.J., Soriano Á., Bosch J. Implementation of a New Protocol for Direct Identification from Urine in the Routine Microbiological Diagnosis. Antibiotics. 2022;11:582. doi: 10.3390/antibiotics11050582. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 41.Wang S., Wang S., Tang Y., Peng G., Hao T., Wu X., Wei J., Qiu X., Zhou D., Zhu S., et al. Detection of Klebsiella pneumonia DNA and ESBL positive strains by PCR-based CRISPR-LbCas12a system. Front. Microbiol. 2023;14:1128261. doi: 10.3389/fmicb.2023.1128261. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 42.Carattoli A. Animal reservoirs for extended spectrum β-lactamase producers. Clin. Microbiol. Infect. 2008;14:117–123. doi: 10.1111/j.1469-0691.2007.01851.x. [DOI] [PubMed] [Google Scholar]
  • 43.Karaiskos I., Giamarellou H. Carbapenem-Sparing Strategies for ESBL Producers: When and How. Antibiotics. 2020;9:61. doi: 10.3390/antibiotics9020061. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 44.Pilmis B., Zahar J.-R. Ventilator-associated pneumonia related to ESBL-producing gram negative bacilli. Ann. Transl. Med. 2018;6:424. doi: 10.21037/atm.2018.09.34. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 45.Kang C.I., Wi Y.M., Lee M.Y., Ko K.S., Chung D.R., Peck K.R., Lee N.Y., Song J.H. Epidemiology and risk factors of community onset infections caused by extended-spectrum beta-lactamase-producing Escherichia coli strains. J. Clin. Microbiol. 2012;50:312–317. doi: 10.1128/JCM.06002-11. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 46.Ling W., Furuya-Kanamori L., Ezure Y., Harris P.N.A., Paterson D.L. Adverse clinical outcomes associated with infections by Enterobacterales producing ESBL (ESBL-E): A systematic review and meta-analysis. JAC-Antimicrob. Resist. 2021;3:dlab068. doi: 10.1093/jacamr/dlab068. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 47.Chong Y., Shimoda S., Shimono N. Current epidemiology, genetic evolution and clinical impact of extended-spectrum beta-lactamase-producing Escherichia coli and Klebsiella pneumoniae. Infect. Genet. Evol. 2018;61:185–188. doi: 10.1016/j.meegid.2018.04.005. [DOI] [PubMed] [Google Scholar]
  • 48.Batchelor M., Threlfall E.J., Liebana E. Cephalosporin resistance among animal-associated Enterobacteria: A current perspective. Expert Rev. Anti-Infect. Ther. 2005;3:403–417. doi: 10.1586/14787210.3.3.403. [DOI] [PubMed] [Google Scholar]
  • 49.Kruse H., Sørum H. Transfer of multiple drug resistance plasmids between bacteria of diverse origins in natural microenvironments. Appl. Environ. Microbiol. 1994;60:4015–4021. doi: 10.1128/aem.60.11.4015-4021.1994. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 50.Brinas L., Moreno M.A., Teshager T., Zarazaga M., Saenz Y., Porrero C., Dominguez L., Torres C. Beta-lactamase characterization in Escherichia coli isolates with diminished susceptibility or resistance to extended-spectrum cephalosporins recovered from sick animals in Spain. Microb. Drug Resist. 2003;9:201–209. doi: 10.1089/107662903765826804. [DOI] [PubMed] [Google Scholar]
  • 51.Donati V., Feltrin F., Hendriksen R.S., Svendsen C.A., Cordaro G., García-Fernández A., Lorenzetti S., Lorenzetti R., Battisti A., Franco A. Extended-Spectrum-Beta-Lactamases, AmpC Beta-Lactamases and Plasmid Mediated Quinolone Resistance in Klebsiella spp. from Companion Animals in Italy. PLoS ONE. 2014;9:e90564. doi: 10.1371/journal.pone.0090564. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 52.Day M.J., Rodriguez I., van Essen-Zandbergen A., Dierikx C., Kadlec K., Schink A.K., Wu G., Chattaway M.A., DoNascimento V., Wain J., et al. Diversity of STs, plasmids and ESBL genes among Escherichia coli from humans, animals and food in Germany, the Netherlands and the UK. J. Antimicrob. Chemother. 2016;71:1178–1182. doi: 10.1093/jac/dkv485. [DOI] [PubMed] [Google Scholar]
  • 53.Uivaraseanu B., Bungau S., Tit D.M., Fratila O., Rus M., Maghiar T.A., Maghiar O., Pantis C., Vesa C.M., Zaha D.C. Clinical, Pathological and Microbiological Evaluation of Diabetic Foot Syndrome. Medicina. 2020;56:380. doi: 10.3390/medicina56080380. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 54.Jolivet S., Lescure F.-X., Armand-Lefevre L., Raffoul R., Dilly M.-P., Ghodbane W., Nataf P., Lucet J.-C. Surgical site infection with extended-spectrum β-lactamase-producing Enterobacteriaceae after cardiac surgery: Incidence and risk factors. Clin. Microbiol. Infect. 2017;24:283–288. doi: 10.1016/j.cmi.2017.07.004. [DOI] [PubMed] [Google Scholar]
  • 55.Lazarus B., Paterson D.L., Mollinger J.L., Rogers B.A. Do Human Extraintestinal Escherichia coli Infections Resistant to Expanded-Spectrum Cephalosporins Originate from Food-Producing Animals? A Systematic Review. Clin. Infect. Dis. 2014;60:439–452. doi: 10.1093/cid/ciu785. [DOI] [PubMed] [Google Scholar]
  • 56.Huijbers P.M., van Hoek A.H., Graat E.A., Haenen A.P., Florijn A., Hengeveld P.D., van Duijkeren E. Methicillin-resistant Staphylococcus aureus and extended-spectrum and AmpC beta-lactamase-producing Escherichia coli in broilers and in people living and/or working on organic broiler farms. Vet. Microbiol. 2015;176:120–125. doi: 10.1016/j.vetmic.2014.12.010. [DOI] [PubMed] [Google Scholar]
  • 57.Dohmen W., Bonten M.J., Bos M.E., van Marm S., Scharringa J., Wagenaar J.A., Heederik D.J. Carriage of extended-spectrum beta-lactamases in pig farmers is associated with occurrence in pigs. Clin. Microbiol. Infect. 2015;21:917–923. doi: 10.1016/j.cmi.2015.05.032. [DOI] [PubMed] [Google Scholar]
  • 58.Brechet C., Plantin J., Sauget M., Thouverez M., Talon D., Cholley P., Guyeux C., Hocquet D., Bertrand X. Wastewater treatment plants release large amounts of extended-spectrum beta-lactamase-producing Escherichia coli into the environment. Clin. Infect. Dis. 2014;58:1658–1665. doi: 10.1093/cid/ciu190. [DOI] [PubMed] [Google Scholar]
  • 59.Hernandez J., Johansson A., Stedt J., Bengtsson S., Porczak A., Granholm S., Gonzalez-Acuna D., Olsen B., Bonnedahl J., Drobni M. Characterization and comparison of extended-spectrum beta-lactamase (ESBL) resistance genotypes and population structure of Escherichia coli isolated from Franklin’s gulls (Leucophaeus pipixcan) and humans in Chile. PLoS ONE. 2013;8:e76150. doi: 10.1371/journal.pone.0076150. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 60.Hasan B., Melhus Å., Sandegren L., Alam M., Olsen B. The Gull (Chroicocephalus brunnicephalus) as an Environmental Bioindicator and Reservoir for Antibiotic Resistance on the Coastlines of the Bay of Bengal. Microb. Drug Resist. 2014;20:466–471. doi: 10.1089/mdr.2013.0233. [DOI] [PubMed] [Google Scholar]
  • 61.Mohsin M., Raza S., Schaufler K., Roschanski N., Sarwar F., Semmler T., Schierack P., Guenther S. High Prevalence of CTX-M-15-Type ESBL-Producing E. coli from Migratory Avian Species in Pakistan. Front. Microbiol. 2017;8:2476. doi: 10.3389/fmicb.2017.02476. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 62.Islam M.A., Amin M.B., Roy S., Asaduzzaman M., Islam R., Navab-Daneshmand T., Mattioli M.C., Kile M.L., Levy K., Julian T.R. Fecal Colonization with Multidrug-Resistant E. coli Among Healthy Infants in Rural Bangladesh. Front. Microbiol. 2019;10:640. doi: 10.3389/fmicb.2019.00640. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 63.Tamma P.D., Rodriguez-Bano J. The Use of Noncarbapenem beta-Lactams for the Treatment of Extended-Spectrum beta-Lactamase Infections. Clin. Infect. Dis. 2017;64:972–980. doi: 10.1093/cid/cix034. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 64.Maseda E., Suárez de la Rica A. Controversies in the management of ESBL-producing Enterabacterales. Clinical Implications. Rev. Esp. Quim. 2022;35((Suppl. 3)):41–45. doi: 10.37201/req/s03.10.2022. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 65.Giacobbe D.R., Bassetti M., De Rosa F.G., Del Bono V., Grossi P.A., Menichetti F., Pea F., Rossolini G.M., Tumbarello M., Viale P., et al. Ceftolozane/tazobactam: Place in therapy. Expert Rev. Anti-Infect. Ther. 2018;16:307–320. doi: 10.1080/14787210.2018.1447381. [DOI] [PubMed] [Google Scholar]
  • 66.Karaiskos I., Giamarellou H. Multidrug-resistant and extensively drug-resistant Gram-negative pathogens: Current and emerging therapeutic approaches. Expert Opin. Pharmacother. 2014;15:1351–1370. doi: 10.1517/14656566.2014.914172. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 67.Chastain D.B., White B.P., Cretella D.A., Bland C.M. Is It Time to Rethink the Notion of Carbapenem-Sparing Therapy Against Extended-Spectrum beta-Lactamase-Producing Enterobacteriaceae Bloodstream Infections? A Critical Review. Ann. Pharmacother. 2018;52:484–492. doi: 10.1177/1060028017748943. [DOI] [PubMed] [Google Scholar]
  • 68.Endimiani A., Perez F., Bonomo R.A. Cefepime: A reappraisal in an era of increasing antimicrobial resistance. Expert Rev. Anti-Infect. Ther. 2008;6:805–824. doi: 10.1586/14787210.6.6.805. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 69.Rodríguez-Martínez J.M., Machuca J., Cano M.E., Calvo J., Martinez-Martinez L., Pascual A. Plasmid-mediated quinolone resistance: Two decades on. Drug Resist. Updates. 2016;29:13–29. doi: 10.1016/j.drup.2016.09.001. [DOI] [PubMed] [Google Scholar]
  • 70.Fernandez-Martinez M., Ruiz Del Castillo B., Lecea-Cuello M.J., Rodriguez-Bano J., Pascual A., Martinez-Martinez L. Prevalence of Aminoglycoside-Modifying Enzymes in Escherichia coli and Klebsiella pneumoniae Producing Extended Spectrum beta-Lactamases Collected in Two Multicenter Studies in Spain. Microbial. Drug Resist. 2018;24:367–376. doi: 10.1089/mdr.2017.0102. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 71.FDA FDA Updates Warnings for Fluoroquinolone Antibiotics on Risks of Mental Health and Low Blood Sugar Adverse Reactions; U.S. Food and Drug Administration (FDA) [(accessed on 10 September 2023)]; Available online: https://www.fda.gov/news-events/press-announcements/fda-updates-warnings-fluoroquinolone-antibiotics-risks-mental-health-and-low-blood-sugar-adverse.
  • 72.Bouxom H., Fournier D., Bouiller K., Hocquet D., Bertrand X. Which non-carbapenem antibiotics are active against extended-spectrum beta-lactamase-producing Enterobacteriaceae? Int. J. Antimicrob. Agents. 2018;52:100–103. doi: 10.1016/j.ijantimicag.2018.03.014. [DOI] [PubMed] [Google Scholar]
  • 73.Karaiskos I., Souli M., Giamarellou H. Plazomicin: An investigational therapy for the treatment of urinary tract infections. Expert Opin. Investig. Drugs. 2015;24:1501–1511. doi: 10.1517/13543784.2015.1095180. [DOI] [PubMed] [Google Scholar]
  • 74.Karaiskos I., Lagou S., Pontikis K., Rapti V., Poulakou G. The "Old" and the "New" Antibiotics for MDR Gram-Negative Pathogens: For Whom, When, and How. Front. Public Health. 2019;7:151. doi: 10.3389/fpubh.2019.00151. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 75.Morrissey I., Olesky M., Hawser S., Lob S.H., Karlowsky J.A., Corey G.R., Bassetti M., Fyfe C. In Vitro Activity of Eravacycline against Gram-Negative Bacilli Isolated in Clinical Laboratories Worldwide from 2013 to 2017. Antimicrob. Agents Chemother. 2020;64:e01699-19. doi: 10.1128/AAC.01699-19. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 76.Huband M.D., Pfaller M.A., Shortridge D., Flamm R.K. Surveillance of omadacycline activity tested against clinical isolates from the United States and Europe: Results from the SENTRY Antimicrobial Surveillance Programme, 2017. J. Glob. Antimicrob. Resist. 2019;19:56–63. doi: 10.1016/j.jgar.2019.02.017. [DOI] [PubMed] [Google Scholar]
  • 77.Zhanel G.G., Walkty A.J., Karlowsky J.A. Fosfomycin: A First-Line Oral Therapy for Acute Uncomplicated Cystitis. Can. J. Infect. Dis. Med. Microbiol. 2016;2016:2082693. doi: 10.1155/2016/2082693. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 78.Pardo J.R.P., Villar S.S., Ramos J.C.R., Pintado V. Infections caused by carbapenemase-producing Enterobacteriaceae: Risk factors, clinical features and prognosis. Enferm. Infecc. Microbiol. Clin. 2014;32((Suppl. 4)):41–48. doi: 10.1016/S0213-005X(14)70173-9. [DOI] [PubMed] [Google Scholar]
  • 79.Biswas M., Roy D.N., Tajmim A., Rajib S.S., Hossain M., Farzana F., Yasmen N. Prescription antibiotics for outpatients in Bangladesh: A cross-sectional health survey conducted in three cities. Ann. Clin. Microbiol. Antimicrob. 2014;13:15. doi: 10.1186/1476-0711-13-15. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 80.Mustufa A., Ahmed I., Fareed M., Anwar T. Factors Leading to Acquired Bacterial Resistance Due to Antibiotics in Pakistan. Curr. Trends Biotechnol. Microbiol. 2018;1:1–7. [Google Scholar]
  • 81.Mitu F.S., Al Maruf M.A., Mahanty A., Huda A.N., Khan S.A., Rahman M.M. Prevalence of extended spectrum beta-lactamase (ESBL) and AmpC beta-lactamase producing bacteria in urinary tract infection patients in Bangladesh. Malays. J. Microbiol. 2019;15:204–212. [Google Scholar]
  • 82.Hawkey P.M. Prevalence and clonality of extended-spectrum beta-lactamases in Asia. Clin. Microbiol. Infect. 2008;14:159–165. doi: 10.1111/j.1469-0691.2007.01855.x. [DOI] [PubMed] [Google Scholar]
  • 83.Begum N., Shamsuzzaman S.M. Emergence of CTX-M-15 producing E. coli O25b-ST131 clone in a tertiary care hospital of Bangladesh. Malays. J. Pathol. 2016;38:241–249. [PubMed] [Google Scholar]
  • 84.Ranjan A., Shaik S., Nandanwar N., Hussain A., Tiwari S.K., Semmler T., Jadhav S., Wieler L.H., Alam M., Colwell R.R., et al. Comparative Genomics of Escherichia coli Isolated from Skin and Soft Tissue and Other Extraintestinal Infections. mBio. 2017;8:e01070-17. doi: 10.1128/mBio.01070-17. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 85.Suresh A., Ranjan A., Jadhav S., Hussain A., Shaik S., Alam M., Baddam R., Wieler L.H., Ahmed N. Molecular Genetic and Functional Analysis of pks-Harboring, Extra-Intestinal Pathogenic Escherichia coli from India. Front. Microbiol. 2018;9:2631. doi: 10.3389/fmicb.2018.02631. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 86.Parvez A.K., Marzan M., Liza S.M., Mou T.J., Azmi I.J., Mahmud S.R.A.Z.H. Prevalence of Inhibitor Resistant Beta Lactamase Producing E. coli in Human and Poultry Origin of Bangladesh. J. Bacteriol. Parasitol. 2016;7:2. doi: 10.4172/2155-9597.1000271. [DOI] [Google Scholar]
  • 87.Souverein D., Euser S.M., van der Reijden W.A., Herpers B.L., Kluytmans J., Rossen J.W.A., Boer J.W.D. Clinical sensitivity and specificity of the Check-Points Check-Direct ESBL Screen for BD MAX, a real-time PCR for direct ESBL detection from rectal swabs. J. Antimicrob. Chemother. 2017;72:2512–2518. doi: 10.1093/jac/dkx189. [DOI] [PubMed] [Google Scholar]
  • 88.Khan E.R., Aung M.S., Paul S.K., Ahmed S., Haque N., Ahamed F., Sarkar S.R., Roy S., Rahman M.M., Mahmud M.C., et al. Prevalence and Molecular Epidemiology of Clinical Isolates of Escherichia coli and Klebsiella pneumoniae Harboring Extended-Spectrum Beta-Lactamase and Carbapenemase Genes in Bangladesh. Microbial. Drug Resist. 2018;24:1568–1579. doi: 10.1089/mdr.2018.0063. [DOI] [PubMed] [Google Scholar]
  • 89.Ahsan S., Islam R. Beta-lactamase-producing Escherichia coli in Bangladesh: Their phenotypic and molecular characteristics. Dhaka Univ. J. Biol. Sci. 2019;28:71–81. doi: 10.3329/dujbs.v28i1.46494. [DOI] [Google Scholar]
  • 90.Chakraborty S., Mohsina K., Sarker P.K., Alam Z., Karim M.I.A., Abu Sayem S.M. Prevalence, antibiotic susceptibility profiles and ESBL production in Klebsiella pneumoniae and Klebsiella oxytoca among hospitalized patients. Period. Biol. 2016;118:8486742. doi: 10.18054/pb.v118i1.3160. [DOI] [Google Scholar]
  • 91.Yasmin T., Hossain A., Paul S.K., Mowla G., Sultana S. Prevalence of CTX-M? lactamases among Gram negative bacteria in a tertiary care hospital in Bangladesh. Ibrahim Med. Coll. J. 2016;9:26–30. doi: 10.3329/imcj.v9i1.27637. [DOI] [Google Scholar]
  • 92.Gajamer V.R., Bhattacharjee A., Paul D., Ingti B., Sarkar A., Kapil J., Singh A.K., Pradhan N., Tiwari H.K. High prevalence of carbapenemase, AmpC β-lactamase and aminoglycoside resistance genes in extended-spectrum β-lactamase-positive uropathogens from Northern India. J. Glob. Antimicrob. Resist. 2020;20:197–203. doi: 10.1016/j.jgar.2019.07.029. [DOI] [PubMed] [Google Scholar]
  • 93.Singh N., Pattnaik D., Neogi D.K., Jena J., Mallick B. Prevalence of ESBL in Escherichia coli Isolates Among ICU Patients in a Tertiary Care Hospital. J. Clin. Diagn. Res. 2016;10:1. doi: 10.7860/JCDR/2016/21260.8544. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 94.Ravikant K.P., Ranotkar S., Zutshi S., Lahkar M., Phukan C., Saikia K.K. Prevalence and identification of extended spectrum β-lactamases (ESBL) in Escherichia coli isolated from a tertiary care hospital in North-East India. Indian J. Exp. Biol. 2016;54:108–114. [PubMed] [Google Scholar]
  • 95.Karunasagar I., Rohit A., Deekshit V.K., Balaraj M., Alandur V.S., Abraham G., Karunasagar I. CTX-M type extended-spectrum β-lactamase in Escherichia coli isolated from extra-intestinal infections in a tertiary care hospital in south India. Indian J. Med. Res. 2019;149:281–284. doi: 10.4103/ijmr.IJMR_2099_17. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 96.Mandal A., Sengupta A., Kumar A., Singh U.K., Jaiswal A.K., Das P., Das S. Molecular Epidemiology of Extended-Spectrum β-Lactamase-Producing Escherichia coli Pathotypes in Diarrheal Children from Low Socioeconomic Status Communities in Bihar, India: Emergence of the CTX-M Type. Infect. Dis. 2017;10:1178633617739018. doi: 10.1177/1178633617739018. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 97.Mathur P., Bajpai V., Govindaswamy A., Khurana S., Batra P., Aravinda A., Katoch O., Hasan F., Malhotra R. Phenotypic & genotypic profile of antimicrobial resistance in Pseudomonas species in hospitalized patients. Indian J. Med. Res. 2019;149:216–221. doi: 10.4103/ijmr.ijmr_1_18. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 98.Umair M., Mohsin M., Ali Q., Qamar M.U., Raza S., Ali A., Guenther S., Schierack P. Prevalence and Genetic Relatedness of Extended Spectrum-β-Lactamase-Producing Escherichia coli Among Humans, Cattle, and Poultry in Pakistan. Microb. Drug Resist. 2019;25:1374–1381. doi: 10.1089/mdr.2018.0450. [DOI] [PubMed] [Google Scholar]
  • 99.Ullah F., Malik S.A., Ahmed J. Antimicrobial susceptibility and ESBL prevalence in Pseudomonas aeruginosa isolated from burn patients in the North West of Pakistan. Burns. 2009;35:1020–1025. doi: 10.1016/j.burns.2009.01.005. [DOI] [PubMed] [Google Scholar]
  • 100.Abrar S., Ain N.U., Liaqat H., Hussain S., Rasheed F., Riaz S. Distribution of bla (CTX - M), bla (TEM), bla (SHV) and bla (OXA) genes in Extended-spectrum-β-lactamase-producing Clinical isolates: A three-year multi-center study from Lahore, Pakistan. Antimicrob. Resist. Infect. Control. 2019;8:80. doi: 10.1186/s13756-019-0536-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 101.Abbas G., Khan I., Mohsin M., Sajjad-Ur-Rahman S.-U., Younas T., Ali S. High rates of CTX-M group-1 extended-spectrum β-lactamases producing Escherichia coli from pets and their owners in Faisalabad, Pakistan. Infect. Drug Resist. 2019;12:571–578. doi: 10.2147/IDR.S189884. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 102.Chaudhry T.H., Aslam B., Arshad M., Nawaz Z., Waseem M. Occurrence of ESBL-producing Klebsiella pneumoniae in hospital settings and waste. Pak. J. Pharm. Sci. 2019;32:773–778. [PubMed] [Google Scholar]
  • 103.Abrar S., Vajeeha A., Ul-Ain N., Riaz S. Distribution of CTX-M group I and group III β-lactamases produced by Escherichia coli and klebsiella pneumoniae in Lahore, Pakistan. Microb. Pathog. 2017;103:8–12. doi: 10.1016/j.micpath.2016.12.004. [DOI] [PubMed] [Google Scholar]
  • 104.Ullah W., Qasim M., Rahman H., Khan S., Rehman Z.U., Ali N., Muhammad N. CTX-M-15 and OXA-10 beta lactamases in multi drug resistant Pseudomonas aeruginosa: First report from Pakistan. Microb. Pathog. 2017;105:240–244. doi: 10.1016/j.micpath.2017.02.039. [DOI] [PubMed] [Google Scholar]
  • 105.Saleem R., Ejaz H., Zafar A., Younas S., Rathore A.W. Phenotypic characterization of extended-spectrum-beta-lactamase producing E. coli from healthy individuals, patients, sewage sludge, cattle, chickens and raw meat. Pak. J. Med. Sci. 2017;33:886–890. doi: 10.12669/pjms.334.12647. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 106.Ehsan B., Haque A., Qasim M., Ali A., Sarwar Y. High prevalence of extensively drug resistant and extended spectrum beta lactamases (ESBLs) producing uropathogenic Escherichia coli isolated from Faisalabad, Pakistan. World J. Microbiol. Biotechnol. 2023;39:132. doi: 10.1007/s11274-023-03565-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 107.Hussain A., Shaik S., Ranjan A., Suresh A., Sarker N., Semmler T., Wieler L.H., Alam M., Watanabe H., Chakravortty D., et al. Genomic and Functional Characterization of Poultry Escherichia coli from India Revealed Diverse Extended-Spectrum β-Lactamase-Producing Lineages with Shared Virulence Profiles. Front. Microbiol. 2019;10:2766. doi: 10.3389/fmicb.2019.02766. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 108.Parvin M., Talukder S., Ali M., Chowdhury E.H., Rahman M., Islam M. Antimicrobial Resistance Pattern of Escherichia coli Isolated from Frozen Chicken Meat in Bangladesh. Pathogens. 2020;9:420. doi: 10.3390/pathogens9060420. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 109.Mamun M.-M., Hassan J., Nazir K.H.M.N.H., Islam M.-A., Zesmin K., Rahman M.-B. Prevalence and Molecular Detection of Quinolone-Resistant E. coli in Rectal Swab of Apparently Healthy Cattle in Bangladesh. Int. J. Trop. Dis. Health. 2017;24:1–7. doi: 10.9734/ijtdh/2017/34404. [DOI] [Google Scholar]
  • 110.Nirupama K.R., Kumar O.R.V., Pruthvishree B.S., Sinha D.K., Murugan M.S., Krishnaswamy N., Singh B.R. Molecular characterisation of bla(OXA-48) carbapenemase-, extended-spectrum β-lactamase- and Shiga toxin-producing Escherichia coli isolated from farm piglets in India. J. Glob. Antimicrob. Resist. 2018;13:201–205. doi: 10.1016/j.jgar.2018.01.007. [DOI] [PubMed] [Google Scholar]
  • 111.Mahanti A., Ghosh P., Samanta I., Joardar S.N., Bandyopadhyay S., Bhattacharyya D., Banerjee J., Batabyal S., Sar T.K., Dutta T.K. Prevalence of CTX-M-Producing Klebsiella spp. in Broiler, Kuroiler, and Indigenous Poultry in West Bengal State, India. Microb. Drug Resist. 2018;24:299–306. doi: 10.1089/mdr.2016.0096. [DOI] [PubMed] [Google Scholar]
  • 112.Batabyal K., Banerjee A., Pal S., Dey S., Joardar S.N., Samanta I., Isore D.P., Singh A.D. Detection, characterization, and antibiogram of extended-spectrum beta-lactamase Escherichia coli isolated from bovine milk samples in West Bengal, India. Veter. World. 2018;11:1423. doi: 10.14202/vetworld.2018.1423-1427. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 113.Lalruatdiki A., Dutta T.K., Roychoudhury P., Subudhi P.K. Extended-spectrum β-lactamases producing multidrug resistance Escherichia coli, Salmonella and Klebsiella pneumoniae in pig population of Assam and Meghalaya, India. Vet. World. 2018;11:868–873. doi: 10.14202/vetworld.2018.868-873. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 114.Wajid M., Saleemi M.K., Sarwar Y., Ali A. Detection and characterization of multidrug-resistant Salmonella enterica serovar Infantis as an emerging threat in poultry farms of Faisalabad, Pakistan. J. Appl. Microbiol. 2019;127:248–261. doi: 10.1111/jam.14282. [DOI] [PubMed] [Google Scholar]
  • 115.Ali T., Rahman S.U., Zhang L., Shahid M., Han D., Gao J., Zhang S., Ruegg P.L., Saddique U., Han B. Characteristics and genetic diversity of multi-drug resistant extended-spectrum beta-lactamase (ESBL)-producing Escherichia coli isolated from bovine mastitis. Oncotarget. 2017;8:90144–90163. doi: 10.18632/oncotarget.21496. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 116.Saeed M.A., Saqlain M., Waheed U., Ehtisham-Ul-Haque S., Khan A.U., Rehman A.U., Sajid M., Atif F.A., Neubauer H., El-Adawy H. Cross-Sectional Study for Detection and Risk Factor Analysis of ESBL-Producing Avian Pathogenic Escherichia coli Associated with Backyard Chickens in Pakistan. Antibiotics. 2023;12:934. doi: 10.3390/antibiotics12050934. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 117.Rahman M., Husna A., Elshabrawy H.A., Alam J., Runa N.Y., Badruzzaman A.T.M., Banu N.A., Al Mamun M., Paul B., Das S., et al. Isolation and molecular characterization of multidrug-resistant Escherichia coli from chicken meat. Sci. Rep. 2020;10:21999. doi: 10.1038/s41598-020-78367-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 118.Jobayer M., Afroz Z., Nahar S.S., Begum A., Begum S.A., Shamsuzzaman S. Antimicrobial susceptibility pattern of extended-spectrum beta-lactamases producing organisms isolated in a Tertiary Care Hospital, Bangladesh. Int. J. Appl. Basic Med. Res. 2017;7:189–192. doi: 10.4103/ijabmr.ijabmr_28_16. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 119.Lina T.T., Khajanchi B.K., Azmi I.J., Islam M.A., Mahmood B., Akter M., Banik A., Alim R., Navarro A., Perez G., et al. Phenotypic and Molecular Characterization of Extended-Spectrum Beta-Lactamase-Producing Escherichia coli in Bangladesh. PLoS ONE. 2014;9:e108735. doi: 10.1371/journal.pone.0108735. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 120.Hossain S., Ali S., Hossain M., Uddin S.Z., Moniruzzaman M., Islam M.R., Shohael A.M., Islam S., Ananya T.H., Rahman M., et al. ESBL Producing Escherichia coli in Faecal Sludge Treatment Plants: An Invisible Threat to Public Health in Rohingya Camps, Cox’s Bazar, Bangladesh. Front. Public Health. 2021;9:783019. doi: 10.3389/fpubh.2021.783019. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 121.Rogawski E.T., Platts-Mills J.A., Seidman J.C., John S., Mahfuz M., Ulak M., Shrestha S.K., Soofi S.B., Yori P.P., Mduma E., et al. Use of antibiotics in children younger than two years in eight countries: A prospective cohort study. Bull. World Health Organ. 2016;95:49–61. doi: 10.2471/blt.16.176123. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 122.Haque A., Yoshizumi A., Saga T., Ishii Y., Tateda K. ESBL-producing Enterobacteriaceae in environmental water in Dhaka, Bangladesh. J. Infect. Chemother. 2014;20:735–737. doi: 10.1016/j.jiac.2014.07.003. [DOI] [PubMed] [Google Scholar]
  • 123.Hasan B., Sandegren L., Melhus A., Drobni M., Hernandez J., Waldenstrom J., Alam M., Olsen B. Antimicrobial drug-resistant Escherichia coli in wild birds and free-range poultry, Bangladesh. Emerg. Infect. Dis. 2012;18:2055–2058. doi: 10.3201/eid1812.120513. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 124.Hasan B., Olsen B., Alam A., Akter L., Melhus A. Dissemination of the multidrug-resistant extended-spectrum beta-lactamase-producing Escherichia coli O25b-ST131 clone and the role of house crow (Corvus splendens) foraging on hospital waste in Bangladesh. Clin. Microbiol. Infect. 2015;21:1000.e1–1000.e4. doi: 10.1016/j.cmi.2015.06.016. [DOI] [PubMed] [Google Scholar]
  • 125.Hasan B., Islam K., Ahsan M., Hossain Z., Rashid M., Talukder B., Ahmed K.U., Olsen B., Abul Kashem M. Fecal carriage of multi-drug resistant and extended spectrum β-lactamases producing E. coli in household pigeons, Bangladesh. Vet. Microbiol. 2014;168:221–224. doi: 10.1016/j.vetmic.2013.09.033. [DOI] [PubMed] [Google Scholar]
  • 126.Islam M.S., Rahman A.T., Hassan J., Rahman M.T. Extended-spectrum beta-lactamase in Escherichia coli isolated from humans, animals, and environments in Bangladesh: A One Health perspective systematic review and meta-analysis. One Health. 2023;16:100526. doi: 10.1016/j.onehlt.2023.100526. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 127.Al Azad M.A.R., Rahman M., Amin R., Begum M.I.A., Fries R., Husna A., Khairalla A.S., Badruzzaman A., El Zowalaty M.E., Na Lampang K., et al. Susceptibility and Multidrug Resistance Patterns of Escherichia coli Isolated from Cloacal Swabs of Live Broiler Chickens in Bangladesh. Pathogens. 2019;8:118. doi: 10.3390/pathogens8030118. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 128.Saifullah K., Mamun M., Rubayet R., Nazir K., Zesmin K., Rahman T. Molecular detection of Salmonella spp. isolated from apparently healthy pigeon in Mymensingh, Bangladesh and their antibiotic resistance pattern. J. Adv. Veter.-Anim. Res. 2016;3:51. doi: 10.5455/javar.2016.c131. [DOI] [Google Scholar]
  • 129.Akond M.A., Shirin M., Alam S., Hassan S., Rahman M., Hoq M. Frequency of drug resistant Salmonella spp. isolated from poultry samples in Bangladesh. Stamford J. Microbiol. 2013;2:15–19. doi: 10.3329/sjm.v2i1.15207. [DOI] [Google Scholar]
  • 130.Sultana F., Kamrunnahar, Afroz H., Jahan A., Fakruddin, Datta S. Multi–antibiotic resistant bacteria in frozen food (ready to cook food) of animal origin sold in Dhaka, Bangladesh. Asian Pac. J. Trop. Biomed. 2014;4:S268–S271. doi: 10.12980/apjtb.4.2014b85. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 131.Hossain G., Saha S., Rahman M., Singha J., Mamun A. Isolation, Identification and Antibiogram Study of Pseudomonas Aeruginosa from Cattle in Bangladesh. J. Veter.-Adv. 2013;3:180–185. doi: 10.5455/jva.20130717123841. [DOI] [Google Scholar]
  • 132.Sobur M.A., Sabuj A.A.M., Sarker R., Rahman A.M.M.T., Kabir S.M.L., Rahman M.T. Antibiotic-resistant Escherichia coli and Salmonella spp. associated with dairy cattle and farm environment having public health significance. Vet. World. 2019;12:984–993. doi: 10.14202/vetworld.2019.984-993. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 133.Tanzin T., Nazir K., Zahan M., Parvej S., Zesmin K., Rahman T. Antibiotic resistance profile of bacteria isolated from raw milk samples of cattle and buffaloes. J. Adv. Veter.-Anim. Res. 2016;3:62. doi: 10.5455/javar.2016.c133. [DOI] [Google Scholar]
  • 134.Karim A., Poirel L., Nagarajan S., Nordmann P. Plasmid-mediated extended-spectrum β-lactamase (CTX-M-3 like) from India and gene association with insertion sequence IS Ecp1. FEMS Microbiol. Lett. 2001;201:237–241. doi: 10.1111/j.1574-6968.2001.tb10762.x. [DOI] [PubMed] [Google Scholar]
  • 135.Kumarasamy K.K., Toleman M.A., Walsh T.R., Bagaria J., Butt F., Balakrishnan R., Chaudhary U., Doumith M., Giske C.G., Irfan S., et al. Emergence of a new antibiotic resistance mechanism in India, Pakistan, and the UK: A molecular, biological, and epidemiological study. Lancet Infect. Dis. 2010;10:597–602. doi: 10.1016/S1473-3099(10)70143-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 136.Kuralayanapalya S.P., Patil S.S., Hamsapriya S., Shinduja R., Roy P., Amachawadi R.G. Prevalence of extended-spectrum beta-lactamase producing bacteria from animal origin: A systematic review and meta-analysis report from India. PLoS ONE. 2019;14:e0221771. doi: 10.1371/journal.pone.0221771. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 137.Peter E. Deadly superbugs invade U.S. health care facilities. USA Today. Nov 29, 2012.
  • 138.Miriagou V., Cornaglia G., Edelstein M., Galani I., Giske C., Gniadkowski M., Malamou-Lada E., Martinez-Martinez L., Navarro F., Nordmann P., et al. Acquired carbapenemases in Gram-negative bacterial pathogens: Detection and surveillance issues. Clin. Microbiol. Infect. 2010;16:112–122. doi: 10.1111/j.1469-0691.2009.03116.x. [DOI] [PubMed] [Google Scholar]
  • 139.Yang H., Aitha M., Hetrick A.M., Richmond T.K., Tierney D.L., Crowder M.W. Mechanistic and spectroscopic studies of metallo-beta-lactamase NDM-1. Biochemistry. 2012;51:3839–3847. doi: 10.1021/bi300056y. [DOI] [PubMed] [Google Scholar]
  • 140.Khan A.U., Maryam L., Zarrilli R. Structure, Genetics and Worldwide Spread of New Delhi Metallo-β-lactamase (NDM): A threat to public health. BMC Microbiol. 2017;17:101. doi: 10.1186/s12866-017-1012-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 141.Wei W.-J., Yang H.-F., Ye Y., Li J.-B. New Delhi Metallo-β-Lactamase-Mediated Carbapenem Resistance: Origin, Diagnosis, Treatment and Public Health Concern. Chin. Med. J. 2015;128:1969–1976. doi: 10.4103/0366-6999.160566. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 142.Liu Z., Li J., Wang X., Liu D., Ke Y., Wang Y., Shen J. Novel Variant of New Delhi Metallo-β-lactamase, NDM-20, in Escherichia coli. Front. Microbiol. 2018;9:248. doi: 10.3389/fmicb.2018.00248. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 143.Cannatelli A., Giani T., Aiezza N., Di Pilato V., Principe L., Luzzaro F., Galeotti C.L., Rossolini G.M. An allelic variant of the PmrB sensor kinase responsible for colistin resistance in an Escherichia coli strain of clinical origin. Sci. Rep. 2017;7:5071. doi: 10.1038/s41598-017-05167-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 144.Wang R., van Dorp L., Shaw L.P., Bradley P., Wang Q., Wang X., Jin L., Zhang Q., Liu Y., Rieux A., et al. The global distribution and spread of the mobilized colistin resistance gene mcr-1. Nat. Commun. 2018;9:1179. doi: 10.1038/s41467-018-03205-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 145.Kempf I., Jouy E., Chauvin C. Colistin use and colistin resistance in bacteria from animals. Int. J. Antimicrob. Agents. 2016;48:598–606. doi: 10.1016/j.ijantimicag.2016.09.016. [DOI] [PubMed] [Google Scholar]
  • 146.Nordmann P., Poirel L. Plasmid-mediated colistin resistance: An additional antibiotic resistance menace. Clin. Microbiol. Infect. 2016;22:398–400. doi: 10.1016/j.cmi.2016.03.009. [DOI] [PubMed] [Google Scholar]
  • 147.Liu Y.-Y., Wang Y., Walsh T.R., Yi L.-X., Zhang R., Spencer J., Doi Y., Tian G., Dong B., Huang X., et al. Emergence of plasmid-mediated colistin resistance mechanism MCR-1 in animals and human beings in China: A microbiological and molecular biological study. Lancet Infect. Dis. 2016;16:161–168. doi: 10.1016/S1473-3099(15)00424-7. [DOI] [PubMed] [Google Scholar]
  • 148.Rhouma M., Beaudry F., Letellier A. Resistance to colistin: What is the fate for this antibiotic in pig production? Int. J. Antimicrob. Agents. 2016;48:119–126. doi: 10.1016/j.ijantimicag.2016.04.008. [DOI] [PubMed] [Google Scholar]
  • 149.Rakhi N.N., Alam A.R.U., Sultana M., Rahaman M., Hossain M.A. Diversity of carbapenemases in clinical isolates: The emergence of blaVIM-5 in Bangladesh. J. Infect. Chemother. 2019;25:444–451. doi: 10.1016/j.jiac.2019.01.010. [DOI] [PubMed] [Google Scholar]
  • 150.Farzana R., Jones L.S., Barratt A., Rahman M.A., Sands K., Portal E., Boostrom I., Espina L., Pervin M., Uddin A.K.M.N., et al. Emergence of Mobile Colistin Resistance (mcr-8) in a Highly Successful Klebsiella pneumoniae Sequence Type 15 Clone from Clinical Infections in Bangladesh. mSphere. 2020;5:1110–1128. doi: 10.1128/mSphere.00023-20. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 151.Yong D., Toleman M.A., Giske C.G., Cho H.S., Sundman K., Lee K., Walsh T.R. Characterization of a new metallo-beta-lactamase gene, bla(NDM-1), and a novel erythromycin esterase gene carried on a unique genetic structure in Klebsiella pneumoniae sequence type 14 from India. Antimicrob. Agents Chemother. 2009;53:5046–5054. doi: 10.1128/AAC.00774-09. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 152.Steinig E.J., Duchene S., Robinson D.A., Monecke S., Yokoyama M., Laabei M., Slickers P., Andersson P., Williamson D., Kearns A., et al. Evolution and Global Transmission of a Multidrug-Resistant, Community-Associated Methicillin-Resistant Staphylococcus aureus Lineage from the Indian Subcontinent. mBio. 2019;10:e01105-19. doi: 10.1128/mBio.01105-19. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 153.Sachan D. Poor antibiotic stewardship blamed as India found to be superbug’s birthplace. Chemistry World. Dec 23, 2019.
  • 154.Akram J., Khan A.S., Khan H.A., Gilani S.A., Akram S.J., Ahmad F.J., Mehboob R. Extensively Drug-Resistant (XDR) Typhoid: Evolution, Prevention, and Its Management. BioMed Res. Int. 2020;2020:6432580. doi: 10.1155/2020/6432580. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 155.Abubakar U., Al-Anazi M., Alanazi Z., Rodríguez-Baño J. Impact of COVID-19 pandemic on multidrug resistant gram positive and gram negative pathogens: A systematic review. J. Infect. Public Health. 2023;16:320–331. doi: 10.1016/j.jiph.2022.12.022. [DOI] [PMC free article] [PubMed] [Google Scholar]

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