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Computational and Mathematical Methods in Medicine logoLink to Computational and Mathematical Methods in Medicine
. 2021 Dec 3;2021:6009602. doi: 10.1155/2021/6009602

Analysis of Helicobacter pylori's Antibiotic Resistance Rate and Research on Its Eradication Treatment Plan

Li Jiao 1, Junmin Wang 1,✉, Huan Ma 1
PMCID: PMC8664512  PMID: 34899967

Abstract

How to choose the right plan is the key to treatment, and this must take into account the local eradication of Helicobacter pylori and the drug resistance of Helicobacter pylori. In order to better eradicate Helicobacter pylori, in the current clinical treatment process, most of the combined treatments of triple drugs are used, but the therapeutic effect is still not ideal. In addition, many studies have focused on changing the types and dosages of drugs, but they have not yet achieved good results. This paper combines experimental research to analyze the drug resistance rate of Helicobacter pylori and obtains gastric mucosal specimens of patients through gastroscopy to cultivate clinical isolates of H. pylori.. Furthermore, this study used the Kirby-Bauer drug susceptibility disc technique to determine the sensitivity of H. pylori clinical isolates to a range of regularly used clinical antibiotics, as well as a set of instances of H. pylori antibiotic resistance. Finally, this research integrates experimental analyses and various successful eradication treatment plans to provide a unique eradication treatment strategy.

1. Introduction

Helicobacter pylori (H. pylori) is a spiral-shaped, microaerobic gram-negative bacterium. Helicobacter pylori is a recognized pathogen of human chronic gastritis, peptic ulcer, and gastric mucosa-associated lymphoid tissue (MALT) lymphoma and is closely related to the occurrence of gastric cancer. There are many resistance mechanisms of H. pylori, and the main reasons are as follows. One is the mutation of the corresponding drug resistance gene, which can produce drug resistance by changing the drug-metabolizing enzymes or targeting to modify the drug action site and reduce the permeability of the cell membrane. The second is to actively pump intracellular drugs out of the cell through the efflux pump. Bacterial efflux pumps are a class of transporter systems that may expel hazardous substrates from bacteria. They can efflux a wide range of medicines and metabolites that are toxic to bacteria. It is a result of bacteria adjusting to their surroundings. Furthermore, efflux pumps are found everywhere in bacteria and have a broad range of substrates, and their expression is vital in a number of bacteria's primary and secondary drug resistance. The efflux pump mainly uses the following two ways to make bacteria resistant. One is to enable bacteria to survive successfully at a certain concentration of antibiotics through the function of efflux antibiotics. The second is to provide surviving bacteria with further opportunities for specific drug resistance (such as drug target mutations) [1]. The efflux pump system associated with bacterial drug resistance is mostly composed of the following five families [2]: (1) transporters of ATP-binding cassettes (ABC type), (2) superfamily of major facilitators (MFS type), (3) superfamily of drug/metabolite transporters (DMT type), (4) extrusion of many drugs and hazardous compounds (MATE category), (5) family of resistance-nodulation-division (RND category) [3]. Except for ABC, which is powered by ATP, and MATE, which trades medicines through Na+, the other three kinds of transporters are powered by proton driving force and act as antiporters for protons and pharmaceuticals. That is, during the transit of protons and pharmaceuticals, protons enter the cell while drugs are expelled outside, with the latter being the predominant kind in prokaryotes.

There are several active efflux transporters for antibiotics. Among these, only Gram-negative bacteria have the RND efflux pump family. The AcrAB-TolC efflux pump is the primary cause of multidrug resistance in Gram-negative bacteria among the RNDs. Numerous Gram-negative bacteria, such as Acinetobacter baumannii and Escherichia coli, acquire drug resistance, particularly multidrug resistance, through the dominant efflux system. It is capable of reacting with a broad variety of substrates, including tetracycline, chloramphenicol, and erythromycin, as well as B-lactams, puromycin, rifampicin, fluoroquinolones, oxidants, organic solvents, and basic dyes. Three components comprise the AcrAB-TolC efflux system: AcrB, AcrA, and TolC. AcrB is an efflux pump protein in the AcrAB-TolC efflux system, commonly known as the inner membrane transporter, that may excrete a range of medicines using protons as a driving force. TolC is the outer membrane channel protein of the AcrAB-TolC efflux system, which is formed of three subunits; AcrA is the membrane fusion protein of the AcrAB-TolC efflux system, and its major purpose is to join AcrB and TolC to create a triad complex. Porin is a protein that stretches from the outer membrane to the periplasm. The extracellular end of TolC is an open structure to provide an open outlet for the substrate, while the intracellular end is closed in a cone shape, and part of the protein is in the form of α-helix. It enters the periplasm and combines with AcrA to induce changes in the coiled-coil structure at the bottom, thereby opening the bottom opening, allowing the substrate to smoothly enter the porin and be discharged. During the efflux process, AcrB captures harmful substances in the bacteria. When the substrate binds to it, TolC binds to AcrAB and opens its internal channel to pump harmful substances out of the bacteria.

This paper combines experimental research to analyze the drug resistance rate of Helicobacter pylori and combines experimental analysis to propose a specific eradication treatment plan to provide a theoretical reference for the subsequent treatment of Helicobacter pylori.

2. Related Work

Literature [4] used the proton-dynamic uncoupling agent carbonylcyanide-m-chlorophenylhydrazone (CCCP) to treat the ARHp80 strain without gene knockout. It is found that the rate and level of ethidium bromide accumulation in the ARHp80 strain treated with CCCP were significantly higher than that in the untreated ARHp80 strain. It is confirmed that H. pylori, like other Gram-negative bacteria, has an efflux pump that causes multidrug resistance and may play a role in antibiotic resistance. Literature [5] showed that the AcrAB-TolC efflux pump is involved in the resistance of H. pylori to metronidazole and clarithromycin. Literature [6] employed insertion mutation to simultaneously knock out a single or two genes producing outer membrane channel proteins (hefA and hefD) in the metronidazole-resistant strain H. pylori l061 generated in vitro. Additionally, it used gene sequencing to rule out the influence of mutations in the metronidazole-specific resistance genes rdxA and frxA on drug resistance. It is proven that the AcrAB-TolC efflux pump is involved in the metronidazole resistance of Helicobacter pylori. Literature [7] revealed that metronidazole-resistant Helicobacter pylori strains displayed high levels of hefA and hefD, which increased in response to metronidazole exposure. Additionally, metronidazole expression rises as the concentration of metronidazole increases, suggesting that metronidazole might produce high levels of the AcrAB-TolC efflux system, resulting in drug resistance. Additionally, literature [8] revealed that H. pylori strains that are susceptible to metronidazole may generate drug resistance when exposed to low doses of metronidazole while overexpressing hefA. Additionally, all of this happened prior to the reduction in metronidazole nitroreductase activity, implying that overexpression of the AcrAB-TolC efflux system is the first stage in the establishment of metronidazole resistance. Literature [9] shows that the AcrAB-TolC efflux pump was enhanced in 15 H. pylori strains resistant to clarithromycin. Clarithromycin's MIC for Helicobacter pylori dropped after treatment with the efflux pump inhibitor phenyl-arginine-naphthylamide (PAN), and it was concentration-dependent with PAN. It demonstrates that the AcrAB-TolC efflux pump also plays a critical role in H. pylori resistance to clarithromycin. Recently, researchers have identified the influence of the AcrAB-TolC efflux pump on H. pylori multidrug resistance using an in vitro produced H. pylori MDR strain. Literature [10] examined the H. pylori MDR strain produced by chloramphenicol and discovered an increase in the expression of hefA, the efflux pump's AcrAB-TolC efflux pump. Additionally, silencing the hefA gene or administering CCCP and proton pump inhibitors may drastically lower the MIC of a range of antibiotics against H. pylori MDR strains. It is hypothesised that the hefA gene of the AcrAB-TolC efflux pump contributes to the development of H. pylori multidrug resistance and that inhibiting the efflux pump may reverse the resistance.

At the moment, research on the bacterial efflux pump is mostly focused on Escherichia coli and Acinetobacter baumannii, with little emphasis on Helicobacter pylori. Additionally, H. pylori research is mostly focused on experimentally created H. pylori resistance strains in vitro, most notably multidrug resistant strains induced by chloramphenicol. The resistance mechanisms of these strains and natural MDR strains isolated from clinical patients are not identical, and the study's findings may not be applicable to clinical H. pylori eradication therapy [11]. Simultaneously, the majority of studies examining the expression of genes producing H. pylori efflux pump-related proteins have identified just a subset of these genes and have not revealed alterations in the relevant antibiotic resistance genes. The AcrAB-TolC efflux pump-related protein coding genes are not fixed and joined to create an efflux pump system, according to studies on other Gram-negative bacteria, although cross-matching is possible [12]. As a result, just recognizing a portion of the genes producing the AcrAB-TolC efflux pump-related protein does not provide a comprehensive picture of the AcrAB-TolC efflux pump. Changes in the expression and function of the efflux pump in bacteria, including E. coli, Salmonella, Pseudomonas aeruginosa, Campylobacter jejuni, and alterations in drug-specific target genes, have all been linked to bacterial resistance in recent research. [13]. In particular, the RND efflux pump plays an important role in the acquisition of “self-mutation and acquired” resistance of Gram-negative bacteria [14]. Therefore, to deeply understand the role and mechanism of the efflux pump in H. pylori resistance, it is necessary to observe the expression of the efflux pump gene in H. pylori-resistant strains and the mutation of the corresponding antibiotic resistance gene.

Fluoroquinolone triple therapy is the use of PPI+amoxicillin+levofloxacin. Fluoroquinolone antibiotics are a class of broad-spectrum antibiotics, which are widely used in medicine and aquaculture. This regimen is recommended as the second-line treatment regimen after the first treatment fails. PPI is mainly metabolized in the liver by CYP2C19 in the cytochrome P450 (CYP450) family. Different CYP2C19 genotypes in the population will cause the same PPI to have different metabolic effects in different patients, and it is divided into slow-metabolized, fast-metabolized, and intermediate [15]. It has been reported in the literature that fluoroquinolone antibiotics can reduce the biotransformation process regulated by CYP2C19 through competitive inhibition, which can reduce the difference in the efficacy of PPI caused by different CYP2C19 genotypes, and has a synergistic effect with PPI drugs [16]. However, levofloxacin also has a high resistance rate. Some studies use moxifloxacin instead of levofloxacin. Studies have found that when lansoprazole or omeprazole is used in triple therapy containing clarithromycin, the efficacy of PPI is affected by CYP2C19 gene polymorphism. However, there was no significant effect when using rabeprazole or esomeprazole [17]. Rabeprazole may be related to its nonenzymatic metabolism and is not affected by CYP2C19 gene polymorphism. Esomeprazole may be related to its pure S-isomer, but the specific mechanism is not clear, and there is currently no consensus on the optimal PPI selection [18]. The triple therapy of rifampicin is PPI+amoxicillin+rifampin. As a conventional antituberculosis drug, rifampicin is not often selected as a treatment for Helicobacter pylori infection, considering its adverse effects. Moreover, more and more clinical trials have confirmed that the regimen containing rifampicin actually has a good therapeutic effect on Helicobacter pylori infection [19]. Under the premise of no drug susceptibility test, the Toronto consensus on the treatment of adult Helicobacter pylori infection lists it as the only fourth-line treatment [20].

3. Experimental Method

The study subjects were patients having gastroscopy. Stomach mucosa tissues from the gastric antrum 2-3 cm from the pylorus were obtained as specimens under the gastroscope with the agreement of the patients based on particular inclusion and exclusion criteria. After obtaining permission, we utilised biopsy forceps to bite a piece of gastric mucosal tissue 2-3 cm from the pylorus in the stomach antrum. We rapidly transfer the specimen into an EP tube filled with Brinell broth and seal it using a disposable sterile needle (wipe the EP tube with alcohol before opening and closing the EP tube). All specimens must be submerged in liquid and sealed off from the environment. We put the EP tube vertically into a foam box filled with ice cubes and labelled the specimen with the following basic information: name, gender, age, major complaint, microscopic diagnosis, prior medication history, collection date, and hospitalisation numbers for inpatients.

Within four hours, gastric mucosal specimens must be infected. We removed the H. pylori separation medium from the refrigerator and put it at room temperature. In the biological safety cabinet, we take up the specimen with a disposable sterile needle, and the mucosal surface comes into touch with the culture media. Following that, utilising the cryopreserving gradient one-way smear inoculation approach, we employ a sterile inoculation loop to completely spread the specimens on the culture medium (Zigzag streak method). Following that, we inverted the injected H. pylori separation medium in a clear airtight culture tank, added a microaerobic gas bag and a little quantity of sterile water, and placed it in a constant temperature shaker set at 37°C for 3-7 days.

We removed the H. pylori culture media from the refrigerator and deposited it at room temperature. In the biological safety cabinet, we employ a sterile inoculating loop to select colonies recognised as clinical isolates of Helicobacter pylori and inoculate them using the dense 3-zone streaking technique on the H. pylori subculture medium. In a clear airtight culture tank, we placed the infected H. pylori subculture medium upside down, added a microaerobic gas bag and a little quantity of sterile water, and placed it in a constant temperature shaker set to 37°C for 3-7 days.

We took out the H. pylori drug-sensitive medium and placed it at room temperature. We used disposable sterile cotton swabs to pick out pure colonies in the biological safety cabinet and mixed them in sterile normal saline to generate a homogeneous bacterial solution. The concentration of the bacterial solution is 1.5 × 108 cfu/ml, which is equivalent to the turbidity of No. 0.5 McDonald's turbidity tube. We replaced a cotton swab soaked in the bacterial suspension, squeezed the excess liquid on the tube wall, and smeared it evenly in 3 different directions 3 times to form a uniform inoculation layer on the drug sensitive medium. After the medium dries a little, a Kirby-Bauer drug susceptibility paper will be affixed within 15 minutes according to the requirements of the drug susceptibility test. We used a sterile filter paper sheet of the same size and thickness as the drug sensitive paper sheet as a blank control group and placed it in a constant temperature shaker at 37°C for 3-7 days. After taking it out, we observe whether there is an obvious zone of inhibition in the culture medium, measure and record the diameter of the zone of inhibition with a vernier caliper, and read and record the result according to the instructions of the drug-sensitive paper manufacturer.

To confirm the sensitivity of H. pylori to antibiotics, a drug sensitivity test was performed again. The E-test method was used to detect the MIC of 8 antibiotics (AM, MZ, CH, LE, TC, MX, RI, and AZ) against H. pylori. The E-test method is an intuitive and direct quantitative technique that combines the principles of diffusion and dilution methods for bacterial susceptibility testing. There is a preprepared antibiotic on the back of the test strip, and its concentration increases continuously and exponentially. The front side is marked with the specific value of MIC, the unit is μg/ml, and the value can be read intuitively. According to the National Committee for Clinical Laboratory Standards (NCCLS) standards, the bacteria are judged as resistant or sensitive. MIC ≥ 1 μg/ml is defined as amoxicillin resistance, MIC ≥ 8 μg/ml is defined as metronidazole resistance, MIC ≥ 1 μg/ml is defined as clarithromycin resistance, and MIC ≥ 1 μg/ml is defined as levofloxacin resistance. MIC ≥ 1 μg/ml is defined as tetracycline resistance, MIC ≥ 1 μg/ml is defined as moxifloxacin resistance, MIC ≥ 1 μg/ml is defined as rifampicin resistance, and MIC ≥ 1 μg/ml is defined as azithromycin resistance. The drug susceptibility test was performed with the standard strain HP11637 at the same time as the quality control, and the drug susceptibility test was repeated 3 times. The specific operation method is carried out in accordance with the standardized operation process of clinical laboratories in the United States, and the experimental steps are as follows. (1) We use a sterile inoculating loop to scrape H. pylori in the logarithmic growth phase into an EP tube containing 1 ml of sterile physiological saline. (2) We use a turbidimetric meter to adjust the concentration of the bacterial solution to 2.0 McDonnell's concentration. (3) We use a pipette to pipette about 1 ml of the adjusted concentration of the bacteria liquid onto the sterilized small plastic cup. (4) We use a spiral spreader to suck 200 μl of bacteria in the plastic cup and spread it evenly on a Muller-Hinton (MH) agar medium plate with a diameter of 150 mm. (5) We place the agar plate for a few minutes and let it dry naturally. (6) We use sterile tweezers to attach the E-test test strip to the surface of the agar medium. (7) We place it in a three-gas incubator and culture it for 48-72 h in a microaerobic environment. (8) The agar plate was removed for observation, and the MIC of each antibiotic against the bacterium was determined. The MIC is the scale at the intersection of the oval antibacterial ring and the test strip. The strain is classified as either sensitive or resistant by the National Committee for Clinical Laboratory Standards (NCCLS).

We use the K-B method to detect the sensitivity of H. pylori to furazolidone (FR). The K-B method is to stick a filter paper sheet containing a quantitative antimicrobial drug on the surface of agar that has been inoculated with the test bacteria, and the drug in the sheet of paper diffuses in the agar. As the diffusion distance increases, the concentration of antibacterial drugs decreases logarithmically, thereby forming a concentration gradient around the paper. While the drug spreads, the test bacteria within the inhibitory concentration range around the paper cannot grow, while the strains outside the inhibitory concentration range continue to grow, thereby forming a transparent bacteriostatic zone around the paper. Because of the impact of the drug's diffusion rate in the agar, the width of the inhibition zone of various antibacterial agents may vary. The extent of the zone of inhibition might represent the tested bacteria's sensitivity to the tested drug and is inversely connected with the drug's minimum inhibitory concentration (MIC) for the tested bacterium. That is, the lower the MIC, the bigger the inhibition zone. The mm unit is used to interpret the zone of inhibition. The bacteria are classified as resistant or sensitive according to the National Committee on Clinical Laboratory Standards (NCCLS). The diameter of the inhibition zone ≤ 7 mm is considered to be furazolidone resistance. The drug susceptibility test is performed with the standard strain HP11637 at the same time as the quality control. The specific operation method is carried out in accordance with the standardized operation process of clinical laboratories in the United States, and finally, the results are interpreted, the diameter of the inhibition zone is measured with a caliper, and then, the reading is performed, and the drug susceptibility test is repeated 3 times.

4. Result

This paper shows the disease distribution of the isolated strains obtained through experimental statistics in Table 1 and Figure 1.

Table 1.

Statistical table of disease distribution of isolated strains.

Disease Proportion (%)
Gastric proliferative lesions 27.51%
Duodenal ulcer 27.51%
Stomach ulcer 12%
Compound ulcer 12%
Chronic superficial gastritis 18%
Chronic atrophic gastritis 12%

Figure 1.

Figure 1

Histogram of disease distribution of isolated strains.

The susceptibility test findings of clinical isolates of H. pylori to eight medications, including metronidazole, levofloxacin, clarithromycin, amoxicillin, moxifloxacin, furazolidone, tetracycline, and rifampin, are examined in this research. The drug resistance is counted, and the results are shown in Tables 2–9.

Table 2.

The resistance of H. pylori to metronidazole.

No. Resistance rate (%) No. Resistance rate (%) No. Resistance rate (%)
1 99.636 16 99.525 31 99.894
2 99.679 17 99.881 32 99.237
3 99.275 18 99.837 33 99.272
4 99.427 19 99.955 34 99.956
5 99.316 20 99.850 35 99.507
6 99.286 21 99.717 36 99.449
7 99.892 22 99.593 37 99.299
8 99.417 23 99.323 38 99.967
9 99.492 24 99.498 39 99.497
10 99.425 25 99.962 40 99.514
11 99.594 26 99.889 41 99.619
12 99.481 27 99.973 42 99.819
13 99.734 28 99.675 43 99.281
14 99.934 29 99.791 44 99.822
15 99.607 30 99.705 45 99.322

Table 3.

Resistance of H. pylori to levofloxacin.

No. Resistance rate (%) No. Resistance rate (%) No. Resistance rate (%)
1 22.016 16 23.045 31 22.700
2 23.846 17 22.775 32 23.187
3 22.021 18 23.252 33 22.005
4 22.387 19 22.985 34 23.884
5 23.116 20 23.160 35 22.668
6 22.833 21 23.271 36 23.951
7 22.927 22 22.613 37 23.615
8 22.337 23 22.868 38 22.593
9 23.102 24 23.422 39 22.869
10 23.614 25 23.810 40 23.716
11 23.099 26 22.616 41 22.857
12 22.161 27 23.216 42 22.856
13 23.844 28 23.391 43 22.281
14 23.231 29 22.315 44 22.478
15 23.777 30 23.225 45 23.025

Table 4.

Resistance of H. pylori to clarithromycin.

No. Resistance rate (%) No. Resistance rate (%) No. Resistance rate (%)
1 16.754 16 16.334 31 16.668
2 16.914 17 17.402 32 16.005
3 16.814 18 16.208 33 17.388
4 16.841 19 17.967 34 16.236
5 16.237 20 16.019 35 16.670
6 17.814 21 16.509 36 17.853
7 17.222 22 17.407 37 17.707
8 16.719 23 16.952 38 16.199
9 17.832 24 17.421 39 17.683
10 17.985 25 17.057 40 17.138
11 16.069 26 16.655 41 17.407
12 17.307 27 17.806 42 16.388
13 17.607 28 17.671 43 16.440
14 17.988 29 17.777 44 17.423
15 16.605 30 16.106 45 17.493

Table 5.

Resistance of H. pylori to amoxicillin.

No. Resistance rate (%) No. Resistance rate (%) No. Resistance rate (%)
1 0.082 16 0.057 31 0.050
2 0.078 17 0.089 32 0.098
3 0.067 18 0.055 33 0.081
4 0.054 19 0.073 34 0.079
5 0.057 20 0.064 35 0.086
6 0.065 21 0.098 36 0.050
7 0.052 22 0.096 37 0.057
8 0.076 23 0.078 38 0.074
9 0.071 24 0.057 39 0.100
10 0.071 25 0.058 40 0.066
11 0.052 26 0.053 41 0.082
12 0.093 27 0.065 42 0.057
13 0.091 28 0.070 43 0.051
14 0.078 29 0.072 44 0.097
15 0.085 30 0.059 45 0.063

Table 6.

Resistance of H. pylori to moxifloxacin.

No. Resistance rate (%) No. Resistance rate (%) No. Resistance rate (%)
1 0.081 16 0.084 31 0.069
2 0.075 17 0.082 32 0.082
3 0.063 18 0.059 33 0.076
4 0.053 19 0.100 34 0.087
5 0.053 20 0.099 35 0.091
6 0.091 21 0.076 36 0.053
7 0.072 22 0.080 37 0.081
8 0.088 23 0.068 38 0.065
9 0.076 24 0.099 39 0.056
10 0.080 25 0.094 40 0.074
11 0.054 26 0.056 41 0.093
12 0.065 27 0.079 42 0.074
13 0.081 28 0.095 43 0.060
14 0.100 29 0.076 44 0.057
15 0.067 30 0.056 45 0.059

Table 7.

Resistance of H. pylori to furazolidone.

No. Resistance rate (%) No. Resistance rate (%) No. Resistance rate (%)
1 0.094 16 0.073 31 0.054
2 0.095 17 0.065 32 0.051
3 0.076 18 0.051 33 0.060
4 0.058 19 0.069 34 0.072
5 0.056 20 0.097 35 0.083
6 0.078 21 0.058 36 0.052
7 0.072 22 0.060 37 0.052
8 0.080 23 0.051 38 0.087
9 0.098 24 0.096 39 0.090
10 0.098 25 0.100 40 0.092
11 0.083 26 0.058 41 0.057
12 0.056 27 0.074 42 0.055
13 0.069 28 0.078 43 0.089
14 0.081 29 0.051 44 0.100
15 0.062 30 0.065 45 0.086

Table 8.

Resistance of H. pylori to tetracycline.

No. Resistance rate (%) No. Resistance rate (%) No. Resistance rate (%)
1 0.091 16 0.080 31 0.088
2 0.053 17 0.091 32 0.057
3 0.064 18 0.094 33 0.098
4 0.087 19 0.094 34 0.072
5 0.096 20 0.092 35 0.086
6 0.065 21 0.057 36 0.054
7 0.065 22 0.087 37 0.050
8 0.057 23 0.055 38 0.071
9 0.063 24 0.066 39 0.061
10 0.096 25 0.055 40 0.087
11 0.090 26 0.062 41 0.077
12 0.067 27 0.091 42 0.062
13 0.077 28 0.074 43 0.059
14 0.098 29 0.086 44 0.057
15 0.063 30 0.082 45 0.078

Table 9.

Resistance of H. pylori to Merifampicin.

No. Resistance rate (%) No. Resistance rate (%) No. Resistance rate (%)
1 0.063 16 0.071 31 0.091
2 0.062 17 0.051 32 0.054
3 0.099 18 0.065 33 0.066
4 0.061 19 0.055 34 0.061
5 0.088 20 0.064 35 0.082
6 0.051 21 0.080 36 0.084
7 0.089 22 0.061 37 0.080
8 0.070 23 0.054 38 0.097
9 0.083 24 0.066 39 0.087
10 0.079 25 0.100 40 0.059
11 0.063 26 0.093 41 0.069
12 0.085 27 0.081 42 0.078
13 0.094 28 0.080 43 0.093
14 0.053 29 0.052 44 0.078
15 0.092 30 0.099 45 0.060

From the above analysis, it can be seen that the clinical isolates of H. pylori are resistant to metronidazole, levofloxacin, and clarithromycin. However, its resistance to amoxicillin, moxifloxacin, furazolidone, tetracycline, and rifampicin is low. It may be used as a guide during clinical treatment. For example, the resistance rate of H. pylori clinical isolates to metronidazole can be assumed to be 100%, and the inaccuracy can be attributed to strain contamination. The resistance rate of H. pylori clinical isolates to amoxicillin, moxifloxacin, furazolidone, tetracycline, and rifampicin may be assumed to be zero, and the inaccuracy can be attributed to strain contamination. H. pylori has harsh requirements for the growth environment, and it is still difficult to routinely culture in vitro in terms of current technology. The reliability, operational safety, and economic benefits of drug sensitivity experiments that are routinely used in clinical practice are still to be studied. As a result, we may employ empirical therapy for newly treated patients based on recommendations, prior medication history, and known knowledge on antibiotic resistance in the area to ensure that antibiotics are given in combination, in suitable quantities, and throughout the complete course of treatment. There are grounds for radical therapy in individuals with resistant H. pylori infection who have failed the first treatment, failed the second treatment, or failed three or more treatments. Within the scope of the patient's economic and psychological tolerance, radical treatment is recommended based on the results of drug sensitivity experiments.

5. Conclusion

Future areas for research to increase the success rate of clinical H. pylori infections include the following: (1) It is vital to monitor patients having radical surgery, document their prior medication history, the treatment plan followed at the time, and the outcome of the procedure. (2) It is required to conduct large-scale clinical studies on a regular basis to target the population and confirm resistance to H. pylori antibiotics in the region. (3) Vaccine research and development must be maintained. (4) It is important to create a safe, low-cost, high-efficiency, reliable, simple, and rapid approach for evaluating H. pylori resistance on a broad scale. Unlike the conventional approach of culturing Helicobacter pylori from the stomach mucosa and then conducting the medication susceptibility test, this method may be integrated with developing gene detection technologies. There have been a large number of studies on the mechanism of H. pylori gene mutations leading to drug resistance, and there have been many clinical research reports using PCR gene chips in the detection of H. pylori infection, the genotype of PPI metabolic enzymes and the acquisition of drug resistance information. The latest MaastrichtV consensus recommendation can be based on genetic testing results of H. pylori resistance to individualized antibiotic treatment. It is believed that the detection of H. pylori infection and the study of drug resistance are combined with chip technology to be the direction of future development.

Data Availability

The data used to support the findings of this study are included within the article.

Conflicts of Interest

The authors declare that they have no conflicts of interest.

References

  • 1.Zamani M., Ebrahimtabar F., Zamani V., et al. Systematic review with meta-analysis: the worldwide prevalence of Helicobacter pylori infection. Alimentary Pharmacology & Therapeutics . 2018;47(7):868–876. doi: 10.1111/apt.14561. [DOI] [PubMed] [Google Scholar]
  • 2.Mentis A. F. A., Boziki M., Grigoriadis N., Papavassiliou A. G. Helicobacter pylori infection and gastric cancer biology: tempering a double-edged sword. Cellular and Molecular Life Sciences . 2019;76(13):2477–2486. doi: 10.1007/s00018-019-03044-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3.Guo Y., Zhang Y., Gerhard M., et al. Effect of Helicobacter pylori on gastrointestinal microbiota: a population-based study in Linqu, a high-risk area of gastric cancer. Gut . 2020;69(9):1598–1607. doi: 10.1136/gutjnl-2019-319696. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4.Kuo Y.-T., Liou J.-M., El-Omar E. M., et al. Primary antibiotic resistance in _Helicobacter pylori_ in the Asia-Pacific region: a systematic review and meta-analysis. The Lancet Gastroenterology & Hepatology . 2017;2(10):707–715. doi: 10.1016/S2468-1253(17)30219-4. [DOI] [PubMed] [Google Scholar]
  • 5.Kumar S., Metz D. C., Ellenberg S., Kaplan D. E., Goldberg D. S. Risk factors and incidence of gastric cancer after detection of _Helicobacter pylori_ infection: a large cohort study. Gastroenterology . 2020;158(3):527–536.e7. doi: 10.1053/j.gastro.2019.10.019. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Goderska K., Pena S. A., Alarcon T. Helicobacter pylori treatment: antibiotics or probiotics. Applied Microbiology and Biotechnology . 2018;102(1):1–7. doi: 10.1007/s00253-017-8535-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7.Malfertheiner P., Venerito M., Schulz C. Helicobacter pylori infection: new facts in clinical management. Current treatment options in gastroenterology . 2018;16(4):605–615. doi: 10.1007/s11938-018-0209-8. [DOI] [PubMed] [Google Scholar]
  • 8.Fallone C. A., Moss S. F., Malfertheiner P. Reconciliation of recent _Helicobacter pylori_ treatment guidelines in a time of increasing resistance to antibiotics. Gastroenterology . 2019;157(1):44–53. doi: 10.1053/j.gastro.2019.04.011. [DOI] [PubMed] [Google Scholar]
  • 9.Choi I. J., Kook M. C., Kim Y. I., et al. Helicobacter pylori therapy for the prevention of metachronous gastric cancer. New England Journal of Medicine . 2018;378(12):1085–1095. doi: 10.1056/NEJMoa1708423. [DOI] [PubMed] [Google Scholar]
  • 10.Alba C., Blanco A., Alarcón T. Antibiotic resistance in Helicobacter pylori. Current Opinion in Infectious Diseases . 2017;30(5):489–497. doi: 10.1097/QCO.0000000000000396. [DOI] [PubMed] [Google Scholar]
  • 11.Hooi J. K., Lai W. Y., Ng W. K., et al. Global prevalence of _Helicobacter pylori_ infection: systematic review and meta-analysis. Gastroenterology . 2017;153(2):420–429. doi: 10.1053/j.gastro.2017.04.022. [DOI] [PubMed] [Google Scholar]
  • 12.Sugano K. Effect of Helicobacter pylori eradication on the incidence of gastric cancer: a systematic review and meta-analysis. Gastric Cancer . 2019;22(3):435–445. doi: 10.1007/s10120-018-0876-0. [DOI] [PubMed] [Google Scholar]
  • 13.Pachathundikandi S. K., Tegtmeyer N., Arnold I. C., et al. T4SS-dependent TLR5 activation by _Helicobacter pylori_ infection. Nature Communications . 2019;10(1):1–11. doi: 10.1038/s41467-019-13506-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14.Shichijo S., Endo Y., Aoyama K., et al. Application of convolutional neural networks for evaluating Helicobacter pylori infection status on the basis of endoscopic images. Scandinavian Journal of Gastroenterology . 2019;54(2):158–163. doi: 10.1080/00365521.2019.1577486. [DOI] [PubMed] [Google Scholar]
  • 15.Talha M., Sohail M., Tariq R., Ahmad M. T. Impact of oil prices, energy consumption and economic growth on the inflation rate in Malaysia. Cuadernos de Economía . 2021;44(124):26–32. [Google Scholar]
  • 16.Tariq M. T.-S. A.-S.-J.-R. Mediating effects of reflexivity of top management team between team processes and decision performance. Azerbaijan Journal of Educational Studies . 2020;1(1):105–119. doi: 10.29228/edu.91. [DOI] [Google Scholar]
  • 17.Chen J., Talha M. Audit data analysis and application based on correlation analysis algorithm. Computational and Mathematical Methods in Medicine . 2021;2021:11. doi: 10.1155/2021/2059432.2059432 [DOI] [PMC free article] [PubMed] [Google Scholar] [Retracted]
  • 18.Ford A. C., Yuan Y., Moayyedi P. Helicobacter pylorieradication therapy to prevent gastric cancer: systematic review and meta-analysis. Gut . 2020;69(12):2113–2121. doi: 10.1136/gutjnl-2020-320839. [DOI] [PubMed] [Google Scholar]
  • 19.Ali M. M., Wolfe M., Tram K., et al. A DNAzyme-based colorimetric paper sensor forHelicobacter pylori. Angewandte Chemie . 2019;131(29):10012–10016. doi: 10.1002/ange.201901873. [DOI] [PubMed] [Google Scholar]
  • 20.Yu Y., Zhu S., Li P., Min L., Zhang S. _Helicobacter pylori_ infection and inflammatory bowel disease: a crosstalk between upper and lower digestive tract. Cell Death & Disease . 2018;9(10):1–12. doi: 10.1038/s41419-018-0982-2. [DOI] [PMC free article] [PubMed] [Google Scholar]

Associated Data

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Data Availability Statement

The data used to support the findings of this study are included within the article.


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