Losing the Battle but Winning the War: Can Defeated Antibacterials Form Alliances to Combat Drug-Resistant Pathogens?

Despite the recent development of antibacterials that are active against multidrug-resistant pathogens, drug combinations are often necessary to optimize the killing of difficult-to-treat organisms. Antimicrobial combinations typically are composed of multiple agents that are active against the target organism; however, many studies have investigated the potential utility of combinations that consist of one or more antibacterials that individually are incapable of killing the relevant pathogen. The current review summarizes in vitro, in vivo, and clinical studies that evaluate combinations that include at least one drug that is not active individually against Pseudomonas aeruginosa, Klebsiella pneumoniae, Acinetobacter baumannii, or Staphylococcus aureus. Polymyxins were often included in combinations against all three of the Gram-negative pathogens, and carbapenems were commonly incorporated into combinations against K. pneumoniae and A. baumannii. Minocycline, sulbactam, and rifampin were also frequently investigated in combinations against A. baumannii, whereas the addition of ceftaroline or another β-lactam to vancomycin or daptomycin showed promise against S. aureus with reduced susceptibility to vancomycin or daptomycin. Although additional clinical studies are needed to define the optimal combination against specific drug-resistant pathogens, the large amount of in vitro and in vivo studies available in the literature may provide some guidance on the rational design of antibacterial combinations.


Introduction
The use of antibacterial combinations may be advantageous for the treatment of acute bacterial infection in multiple situations. During empiric therapy, the simultaneous use of multiple antimicrobials may confer a wider spectrum of activity against suspected organisms. Once the pathogenic organism is identified, directed therapies may use multiple antibacterials to prevent the emergence of drug-resistance, enhance killing against difficultto-treat pathogens, and prevent toxin production. Most antibacterial combinations utilize antimicrobials that individually possess activity against the target organism; however, there may be clinical scenarios in which it is desirable to include an agent into a combination regimen despite the presence of resistance mechanisms that confer non-susceptibility to the antibacterial of interest.
The current review provides a summary of available literature that investigates the use of antibacterial combinations utilizing at least one antimicrobial that is not individually active against the target pathogen. The three Gram-negative organisms Pseudomonas aeruginosa, Klebsiella pneumoniae, and Acinetobacter baumannii, and the Gram-positive pathogen Staphylococcus aureus are each evaluated based on clinically relevant drug resistance profiles. Lastly, the review concludes by commenting on which of the combination regimens offer the most promise for the treatment of specific drug-resistant pathogens.
Multidrug-resistant (MDR) P. aeruginosa is defined as an isolate that is non-susceptible to at least one agent in more than two of the following classes of antipseudomonal drugs: penicillins with beta-lactamase inhibitors, cephalosporins, fluoroquinolones, aztreonam, phosphonic acid, carbapenems, aminoglycosides, and polymyxins [7]. Several combination antimicrobial therapies have been studied to examine the synergistic and additive effects against MDR P. aeruginosa. Although rifampin monotherapy is not generally used in P. aeruginosa infections, the combination of colistin and rifampin demonstrated synergistic activity in vitro [8,9]. Timurkaynak et al. reported that rifampin and colistin combination therapy demonstrated fully and partially synergistic activity against MDR P. aeruginosa strains isolated from intensive care units. All the P. aeruginosa strains included in the investigation were resistant to rifampin and several strains were resistant to colistin [8]. Another in vitro checkerboard analysis found that the addition of rifampin to colistin conferred partial synergy in 5/7 strains or full synergy in 1/7 strains of MDR P. aeruginosa. Furthermore, colistin and rifampin combination therapy resulted in successful treatment in four patients with sepsis or pneumonia caused by MDR P. aeruginosa [9].
Efficacy of polymyxin B with various antibiotics was evaluated in automated timelapse microscopy and static time-kill experiments. Olsson et al. reported that additive or synergistic activity was observed at 24 h in the time-kill experiments with polymyxin B and aztreonam, cefepime, or meropenem dual combinations [23]. All four strains were MDR P. aeruginosa that were intermediate or resistant to polymyxin B. Similar to the previously described synergistic activity achieved with colistin and rifampin, the combination of polymyxin B and rifampin demonstrated synergistic and bactericidal effects against two strains.
Despite promising results from in vitro studies, evidence supporting the clinical benefit of combination therapy with at least one inactive antimicrobial agent against MDR P. aeruginosa is lacking. The majority of clinical studies that investigated antibacterial combinations against MDR P. aeruginosa either evaluated combinations that utilized multiple agents that were individually active in vitro, or the susceptibility profiles of the P. aeruginosa were not described in the studies [16,17,24,25]. Although a meta-analysis of cohort studies comparing monotherapy and combination therapy for the treatment of P. aeruginosa bacteremia reported no significant differences in mortality (Odds Ratio (OR) 0.81, 95% confidence interval (CI) 0.61-1.08), the analysis did not differentiate specific antibiotic therapies and their susceptibility profiles [26]. A systematic review and metaanalysis by Schmid et al. reported lower mortality with combination therapy compared to monotherapy (Relative Risk (RR) 0.83, CI 0.73 to 0.93, p = 0.002) in MDR Gram-negative infections [27]. However, the investigators defined combination therapy as two or more antibiotics regardless of in vitro susceptibility, and the subgroup analysis for MDR P. aeruginosa showed no mortality benefit with combination therapy (RR 0.95, 95% CI 0.64-1.41; p = 0.78).

Extensively Drug-Resistant P. aeruginosa
A strain of P. aeruginosa is considered extensively-drug resistant (XDR) if non-susceptibility is detected in all but two or fewer antipseudomonal drug classes [7]. The current Infectious Diseases Society of America (IDSA) guidance similarly defines extensive drug resistance XDR as "difficult-to-treat" resistance and recommends against routine combination therapy if the isolate demonstrates a confirmed susceptibility to a first-line antibiotic, such as ceftolozane-tazobactam, ceftazidime-avibactam, or imipenem-cilasatin-relebactam [28]. As such, antimicrobial combinations have demonstrated underwhelming in vitro activity against XDR P. aeruginosa. Lee et al. evaluated 43 XDR P. aeruginosa isolates, which were resistant to all tested antibacterials, except colistin. Combinations including imipenem and colistin, ceftazidime and colistin, and rifampin and colistin exerted only additive or indifferent activity against most XDR P. aeruginosa isolates [29]. Another in vitro time-kill study evaluated meropenem and polymyxin B, amikacin and meropenem, amikacin and rifampin, and amikacin and polymyxin B combinations in 22 clinical XDR P. aeruginosa isolates [30]. All dual combinations showed minimal bactericidal activity, while triple combinations of amikacin, rifampin, and polymyxin B and amikacin, meropenem, and polymyxin B exhibited bactericidal activity against 7/10 and 6/10 isolates, respectively.
Clinical studies evaluating the combination treatment of XDR P. aeruginosa infections remain limited. In a retrospective cohort study by Rigatto et al., polymyxin B in combination with an antimicrobial lacking in vitro activity was compared to polymyxin B monotherapy in 101 critically ill patients [20]. All isolates were considered XDR and the respiratory tract was the primary infection site. Most patients in the combination therapy group received carbapenems despite most of the isolate minimum inhibitory concentrations (MICs) exceeding 32 mg/L. The investigators reported that combination therapy was independently associated with lower 30-day mortality (Hazard Ratio (HR) 0.33, 95% CI 0.17-0.64; p = 0.001) and all patients (3 out of 18) with P. aeruginosa infections who received combination therapy survived. However, this finding should be interpreted carefully as only a small percentage of patients (17.8%) had P. aeruginosa infections.

Pandrug-Resistant P. aeruginosa
Among the reported pandrug-resistant (PDR) Gram-negative bacteria, P. aeruginosa is one of the most common species, along with A. baumannii [31]. Unfortunately, the available data regarding therapeutic options is scarce. A combination treatment of amikacin and meropenem resulted in both clinical and microbiological cure in patients with PDR P. aeruginosa ventilator-associated pneumonia (VAP), and the combination was later found to be synergistic in vitro [21]. In a case series of patients with PDR Gram-negative bacteria with most patients having PDR P. aeruginosa, combination therapy with colistin and various antimicrobials (carbapenems, third generation cephalosporins, and quinolones) achieved clinical and microbiological cure [22]. The authors suggested that the combinations were potentially synergistic, but synergy was not confirmed by in vitro testing.
Unlike the potential shown with the carbapenem and polymyxin combinations, carbapenem and tigecycline combination studies have yielded fewer promising results against KPCKP. Numerous in vitro studies failed to observe synergistic killing against KPCKP when a carbapenem was paired with tigecycline [41,48,49], whereas other investigations reported that the use of a carbapenem antagonized the killing of tigecycline [50]. Michail et al. tested tigecycline drug combinations in vivo using a murine thigh infection model and concluded that the addition of meropenem antagonized the activity of tigecycline against three of the eight KPCKP strains that were investigated, whereas the addition of rifampin or gentamicin increased the killing of KPCKP by tigecycline [41].
Other dual combinations that utilize at least one carbapenem have also been evaluated against KPCKP. The use of a carbapenem paired with either another carbapenem or a cephalosporin has been shown to potentially synergize against KPCKP in vitro [42,[51][52][53], and the utility of a double carbapenem regimen has been validated in vivo as well [42]. Moreover, several clinical investigations evaluated the use of ertapenem paired with another carbapenem and found that the combination of two carbapenems may be an effective clinical treatment for infections caused by KPCKP [43,44]; however, there currently are not any randomized clinical trials that compare the use of a double carbapenem regimen with another standard of care for KPCKP infections (such as ceftazidime-avibactam, meropenemvaborbactam, or imipenem-cilastatin-relebactam) [54]. Carbapenem dual combinations have also shown promise in vitro or in vivo when a carbapenem was paired with either fosfomycin [55] or an aminoglycoside [38].
In addition to dual combinations that are composed of a carbapenem and another agent, several triple combinations that utilize two antibacterials and a carbapenem have been evaluated against KPCKP. Triple combinations of a carbapenem, a polymyxin, and either tigecycline or an aminoglycoside were capable of killing more KPCKP than double combinations in multiple in vitro studies [32,33,49]. Dynamic in vitro models have also suggested that synergy against KPCKP may be achieved with the triple combination of a carbapenem, a polymyxin, and rifampin [39,40]. In contrast to the encouraging results observed in other studies, Del Bono et al. evaluated the activity of meropenem, tigecycline, and either colistin or gentamicin against 19 KPCKP isolates, and meropenem failed to achieve synergistic killing against any of the studied isolates [56].

Oxacillinase-48-Producing K. pneumoniae
Although carbapenem combinations have been investigated extensively against KPCKP, there are less data concerning the use of carbapenem combinations against oxacillinase-48producing K. pneumoniae (OXA-48-KP). Several in vitro studies observed that double combinations of carbapenems were able to achieve synergistic killing against OXA-48-KP [51,57], whereas a separate investigation found that the addition of colistin was necessary for synergistic killing against polymyxin-resistant OXA-48-KP [58]. The combination of a carbapenem and fosfomycin was also shown to achieve additional killing over either agent alone in multiple in vitro studies [59,60]; however, Bakthavatchalam et al. investigated 34 OXA-48-KP isolates in time-killing experiments and determined that meropenem and fosfomycin achieved synergy in only 24% of the isolates [61].

New Delhi Metallo-β-Lactamase-Producing K. pneumoniae
In addition to KPCKP and OXA-48-KP, combinations of carbapenems with other antibacterials have also been investigated against New Delhi metallo-β-lactamase producing K. pneumoniae (NDMKP). Similar to OXA-48-KP, several in vitro studies observed that a carbapenem and fosfomycin were capable of achieving synergistic killing against NDMKP [46,59,60], whereas the previously described time-killing investigation by Bakthavatchalam et al. only detected synergy against 1/11 NDMKP isolates [61]. The addition of a carbapenem to a polymyxin has also shown promise in vitro [46,58], but one investigation reported that the combination was more likely to achieve synergy against K. pneumoniae that expressed NDM only, whereas isolates that co-expressed OXA-48 and NDM enzymes were less susceptible to the combination [46]. Contrary to the encouraging performance of dual carbapenem combinations against KPCKP and OXA-48-KP, the use of two carbapenems failed to consistently achieve synergistic killing against NDMKP in vitro [51,58].

Carbapenem-Resistant A. baumannii
The optimal approach to treating an infection caused by A. baumannii depends on the susceptibility profile of the offending organism. For relatively drug-susceptible strains, the IDSA recommends the use of a carbapenem or ampicillin-sulbactam [62]. Unfortunately, carbapenem-resistant A. baumannii (CRAB) has spread across the globe, and the likeliness of encountering A. baumannii that produce oxacillinases that confer carbapenem resistance varies based on the region and patient population [63]. Polymyxins now represent one of the few remaining drug classes that reliably retain activity against CRAB. According to the International Consensus Guidelines for the Optimal Use of Polymyxins, a polymyxin should be combined with an agent that is active against a specific CRAB strain to increase the likeliness of eradicating the pathogen; however, if another agent that is active against the CRAB strain is not available, the panel voted 8 to 7 to weakly recommend that a polymyxin should be used as monotherapy for the management of CRAB [4]. Although newer agents such a cefiderocol may offer another therapeutic option for combatting drugresistant A. baumannii, the potential utility of a polymyxin in combination with a non-active agent has been an area of ongoing research as well [64].

PRAB (colistin) + (rifampin) In vitro dynamic model (colistin) + (vancomycin)
In vivo murine pneumonia model ** [96] In vivo wax worm model [97] In vivo wax worm model [93] (colistin) + (vancomycin) + (doripenem) In vivo wax worm model [97] (vancomycin) + (doripenem) In vivo wax worm model [97] (colistin) + (daptomycin) In vivo murine intraperitoneal infection model [98] (ampicillin-sulbactam) + (polymyxin B) + (meropenem) In vitro dynamic model [99,100]Retrospective clinical [101] Drugs were determined to be inactive if the pathogens' MIC was above the CLSI breakpoint for susceptibility, if available. Polymyxin MICs of 2 or higher were considered inactive. Rifampin was considered to be inactive against the Gram-negative organisms. ¥ The addition of meropenem led to synergistic killing if the meropenem MIC was 16 or 32 mg/L, but the addition of meropenem did not improve killing if the meropenem MIC was > 32 mg/L. * The combination of colistin and rifampin did not improve 30-day mortality over colistin alone regardless of the rifampin MIC; however, the addition of rifampin did increase the rate of microbiologic eradication (p = 0.034). ** Teicoplanin achieved a statistically non-significant increase in survival in comparison to colistin alone.
Another combination that has been evaluated for the treatment of CRAB is the use of a polymyxin and minocycline. Against A. baumannii isolates that were susceptible to both drugs, synergy studies have yielded generally positive results. One susceptibility study observed that synergy between colistin and minocycline in 8.6% of the tested strains [102], whereas a separate investigation found that colistin and minocycline were synergistic against all 14 A. baumannii isolates in time-killing experiments [103]. The combination of colistin and minocycline also significantly reduced the bacterial load of A. baumannii investigated in a mouse model to a greater extent than either agent alone (p < 0.05) [104]. Against A. baumannii with some level of minocycline-resistance, the combination of a polymyxin and minocycline has shown mixed results. In a time-killing study that evaluated minocycline in combination with colistin, although minocycline alone resulted in regrowth of the bacteria after 24 h, the combination of minocycline and colistin was synergistic against 12/13 A. baumannii isolates that were evaluated [105]. Another study also observed that colistin and minocycline achieved synergy against four minocycline-resistant isolates in time-killing studies, and the combination also improved the survival of mice over colistin alone when one of the isolates was evaluated in vivo (p = 0.05) [90]. In contrast, the combination of minocycline and polymyxin B was unable to achieve killing against a minocycline-resistant A. baumannii strain during in vitro time-killing experiments and an in vivo neutropenic murine pneumonia model [89]. Another study utilized a dynamic in vitro model to assess the killing of antibacterial combinations against CRAB, and the authors concluded that the triple combination of minocycline, polymyxin B, and sulbactam was the most effective regimen [106].
Lastly, the combination of a polymyxin and sulbactam has been investigated as a therapeutic option against CRAB. Multiple in vitro studies have suggested that the addition of sulbactam to a polymyxin may enhance the killing of A. baumannii despite the presence of sulbactam resistance [65,88,102,[107][108][109][110], though antagonism has been reported as well [111]. A retrospective study of over 200 patients evaluated various colistin combinations in comparison to colistin alone for the treatment of bacteremia due to CRAB [76]. Of the 214 patients that received combination therapy, 69 patients received colistin and sulbactam, and not only was in-hospital mortality significantly lower for patients that received combination therapy versus colistin alone (52.3% versus 72.2%, p = 0.03), but the colistin and sulbactam group had a similar rate of crude mortality among the different combination arms of the study. Unfortunately, two other retrospective studies failed to observe a significant benefit of adding sulbactam to colistin for the treatment of CRAB infections [80,87].

Polymyxin-Resistant A. baumannii
Despite the presence of resistance to polymyxins, several investigations have evaluated whether a polymyxin may be combined with rifampin to counter polymyxin-resistant A. baumannii (PRAB). Not only has the combination of a polymyxin and rifampin demonstrated synergy against CRAB during in vitro or in vivo experiments [83,[112][113][114], but the combination has achieved synergy or sustained killing against PRAB (or A. baumannii with polymyxin-resistant subpopulations) as well [115][116][117]. Despite the promising preliminary investigations, a randomized, open-label clinical trial evaluated 210 patients that either received colistin alone or colistin and rifampin for the treatment of XDR A. baumannii, and no difference in 30-day mortality was observed between the two treatment groups (p = 0.95) [91]. In addition, a retrospective analysis of patients that received colistin at the Detroit Medical Center determined that concomitant rifampin increased the likeliness of nephrotoxicity (OR 3.81, 95% CI 1.42-10.2) [118].
The combination of a polymyxin and either minocycline or sulbactam has also been evaluated as a treatment option for PRAB. Against a polymyxin-resistant but minocyclinesusceptible A. baumannii isolate, the combination of polymyxin B and minocycline achieved synergy in time-killing experiments [119]. The combination of polymyxin B and minocycline also demonstrated in vitro synergy against a collection of 25 PDR A. baumannii isolates [120]. Similarly, colistin with sulbactam was able to achieve synergy or additivity against PRAB isolates in multiple in vitro studies [121,122]. Clinical studies are needed to fully characterize the utility of a polymyxin with either minocycline or sulbactam for the treatment of PRAB infections.
In addition to combining a polymyxin with an agent that is traditionally used for A. baumannii infections, investigators have also evaluated the use of a polymyxin in combination with a glycopeptide or lipopeptide to combat PRAB. Many in vitro or in vivo studies have suggested that the addition of vancomycin (or teicoplanin) to a polymyxin may achieve synergy against polymyxin-susceptible A. baumannii [93,96,[123][124][125][126]; however, a retrospective study of 57 patients determined that the simultaneous use of colistin and vancomycin increased the risk of acute kidney injury (55.2% versus 28%, p = 0.04) without improving clinical outcomes in patients with CRAB infections [92]. Against PRAB isolates, the combination of colistin and vancomycin achieved in vitro synergy in multiple studies [97,127]. The combination of colistin and daptomycin was also evaluated against A. baumannii, and although the combination was synergistic against CRAB in time-killing experiments, the combination was only capable of achieving stasis against PRAB [128].
Finally, triple combinations of various antimicrobials have been examined as a measure of last resort against PRAB. Among several in vitro and in vivo studies, proposed combinations have included: colistin, vancomycin, and a carbapenem [97], colistin, vancomycin, and rifampin [125], and polymyxin B, sulbactam, and minocycline (against CRAB with a suboptimal response to polymyxins) [106]. In a case series of ten intensive care unit patients with VAP caused by PDR A. baumannii, the use of ampicillin-sulbactam, tigecycline, and colistin resulted in a favorable clinical outcome in 9/10 patients and microbiological eradication in 7/10 patients [129]. The combination of ampicillin-sulbactam, a polymyxin, and a carbapenem was capable of killing PRAB in dynamic in vitro models [99,100], and the combination resulted in superior 30-day mortality for seven patients that were treated for PRAB infections in comparison to 10 patients that received an alternative combination (p = 0.03) [101]. The use of such triple combinations may eventually become unnecessary if novel antibacterials with activity against PRAB (such as cefiderocol) are developed [64].

Staphylococcus aureus 6.1. Vancomycin-non-Susceptible S. aureus
The simultaneous use of vancomycin and ceftaroline has been investigated as a potential combination to combat S. aureus with attenuated susceptibility to vancomycin. Time-killing experiments conducted by Hutton et al. demonstrated that vancomycin and ceftaroline achieved synergistic killing against multiple S. aureus isolates with a vancomycin MIC of 2 mcg/mL [130]. A clinical case series by Gritsenko et al. concluded that 4/5 cases of vancomycin-refractory methicillin-resistant S. aureus (MRSA) bacteremia were successfully treated with the combination of vancomycin and ceftaroline [131]. In addition, a retrospective study by Hornak et al. found that the use of vancomycin plus ceftaroline provided a total microbiologic cure rate of 100% for diverse cases of refractory MRSA bacteremia (Table 4) [132]. In contrast to the promising results observed in other investigations, a retrospective clinical study by Ahmad et al. evaluated 30 patients that received combination therapy with vancomycin (or daptomycin) and ceftaroline to clear a persistent MRSA bacteremia [133]. Patients then completed their total duration of therapy by receiving monotherapy with vancomycin (or daptomycin), or the patients completed their course of antibacterials by continuing the initial combination regimen. Despite receiving two antimicrobials, patients in the combination arm of the study had similar rates of bacteremia recurrence (p = 0.27), 30-day mortality (p = 0.14), and acute kidney injury (p = 0.24).  [133] Retrospective clinical [131] Retrospective clinical [132] (vancomycin) + (nafcillin) In vitro dynamic model [134] (vancomycin) + (cefazolin) In vitro dynamic model [135] (vancomycin) + (beta-lactams) ¥ Retrospective clinical [136]  Retrospective clinical [132] In vitro dynamic model [137] In vitro dynamic model and case report of infective endocarditis [138] Retrospective clinical * [139] (daptomycin) + (oxacillin or nafcillin) In vitro dynamic model [140] In vivo rabbit infective endocarditis model [141] Retrospective clinical [142] (daptomycin) + (beta-lactams) Retrospective clinical ** [143] Drugs were determined to be inactive if the pathogens' MIC was above the CLSI breakpoint for susceptibility, if available, or if the drug was unable to clear persistent infections. ¥ Most patients received piperacillin-tazobactam (68%). * Only a small percentage of patients (15%) had daptomycin-non-susceptible isolates. ** Most patients (97.7%) had isolates with daptomycin MIC ≤ 1 mg/L. Most commonly used beta-lactams in the combination group included cefepime and cefazolin.
Other investigations have evaluated the combination of vancomycin and a β-lactam other than ceftaroline, but many of the studies have focused on MRSA and not necessarily S. aureus with reduced vancomycin susceptibility. In dynamic time-killing experiments, nafcillin or cefazolin in combination with vancomycin provided additional killing against heteroresistant VISA and VISA strains over vancomycin alone [134,135]. A retrospective cohort study of 80 patients with MRSA bacteremia (median vancomycin MIC of 1-2 mcg/mL) found that patients who received combination therapy of a β-lactam and vancomycin were more likely to achieve microbiological eradication in comparison to patients who received vancomycin alone (p = 0.021) [136]. Another open-label clinical trial investigated 60 adults with MRSA bacteremia and found that patients who received combination treatment of vancomycin and flucloxacillin experienced a non-significantly shorter duration of MRSA bacteremia (p = 0.06) [144]. A separate open-label randomized clinical trial evaluated 352 patients with MRSA bacteremia and found that the use of vancomycin or daptomycin in combination with a β-lactam resulted in comparable patient outcomes (absolute difference in composite outcomes for combination versus monotherapy was −4.2%; 95% CI-14.3% to 6.0%) [145]. Furthermore, the trial was stopped early because more patients experienced acute kidney injury in the combination arm (13/174) versus the monotherapy group (1/178).

Daptomycin-Non-Susceptible S. aureus
Similar to the combination of vancomycin and ceftaroline, the simultaneous use of daptomycin and ceftaroline has been investigated as a therapeutic option to combat daptomycin-non-susceptible S. aureus. An in vitro study by Werth et al. observed that exposing daptomycin-non-susceptible S. aureus to the combination of daptomycin and ceftaroline resulted in enhanced bacterial cell depolarization (p = 0.03) and killing by human cathelicidin LL37 (p < 0.01) in comparison to daptomycin alone [137]. Rose et al. reported that the simultaneous use of daptomycin and ceftaroline was able to clear a MRSA bacteremia that was caused by a daptomycin-non-susceptible S. aureus strain [138]. A subsequent in vitro analysis by the same group demonstrated that exposure of the S. aureus isolate to daptomycin alone resulted in regrowth and the amplification of daptomycin resistance, whereas the addition of ceftaroline to daptomycin resulted in sustained killing without regrowth or the emergence of resistance. Although there have been several retrospective studies that support the use of daptomycin and ceftaroline for the treatment of refractory or complicated MRSA bacteremia [139,146,147], there are a dearth of clinical investigations that specifically address the utility of the combination for treating infections due to daptomycin-non-susceptible S. aureus.
Multiple studies have also investigated the utility of β-lactams other than ceftaroline in combination with daptomycin against S. aureus. Several in vitro investigations have suggested that the addition of oxacillin to daptomycin may enhance the killing of daptomycin-non-susceptible MRSA [141,142]. Another in vitro study found that the combination of nafcillin and daptomycin resulted in significantly improved antibacterial activity against S. aureus in comparison to daptomycin alone (p = 0.002) [140]. Ceftobiprole has also been investigated as a potential partner agent with daptomycin, and the combination resulted in potent synergistic activity against MRSA isolates with varying antimicrobial susceptibilities in vitro [148]. Similar to the combination of daptomycin and ceftaroline, the clinical investigations that evaluated the addition of other β-lactams to daptomycin therapy focused on MRSA bacteremia. Although a retrospective cohort study indicated that combination therapy of daptomycin and a β-lactam may benefit patients with MRSA bacteremia [143], a randomized clinical trial found that the addition of a β-lactam to daptomycin or vancomycin therapy did not improve patient outcomes [145].

Conclusions
In summary, many in vitro and in vivo studies have investigated combinations of antibacterials that utilize at least one agent that is not active against the target pathogen individually. Such combinations have also been investigated sporadically in clinical studies, but definitive recommendations powered by large clinical trials are lacking. In addition, newer single agent options such as ceftolozane-tazobactam, ceftazidime-avibactam, meropenem-vaborbactam, imipenem-cilastatin-relebactam, and cefiderocol are likely preferred for certain drug-resistant pathogens. In cases of emerging drug resistance against newer antibacterials, or in situations in which newer agents are not appropriate, specific combination therapies may have utility despite resistance against one or more of the selection antimicrobials. Polymyxins in combination with agents such as rifampin have shown some promise in vitro against P. aeruginosa, but clinical studies are lacking. Combinations that utilize carbapenems and polymyxins may have a role in the treatment of difficult-to-treat K. pneumoniae, whereas dual and triple combinations of polymyxins, carbapenems, minocycline, sulbactam, and rifampin are potential options for drug-resistant A. baumannii. In situations of vancomycin or daptomycin-resistant MRSA without single agent alternatives, pairing one of the aforementioned drugs with ceftaroline or another synergistic beta-lactam may be an option for salvage therapy. Additional clinical studies are needed to fully define the preferred therapy for difficult-to-treat pathogens that cannot be optimally treated with a single agent.

Data Availability Statement:
The manuscript is a review paper and did not include novel data.

Conflicts of Interest:
The authors declare no conflict of interest.