Correlation of the detection rate of upper GI cancer with artificial intelligence score: results from a multicenter trial (with video).

BACKGROUND AND AIMS: The quality of EGD is a prerequisite for a high detection rate of upper GI lesions, especially early gastric cancer. Our previous study showed that an artificial intelligence system, named intelligent detection endoscopic assistant (IDEA), could help to monitor blind spots and provide an operation score during EGD. Here, we verified the effectiveness of IDEA to help evaluate the quality of EGD in a large-scale multicenter trial. METHODS: Patients undergoing EGD in 12 hospitals were consecutively enrolled. All hospitals were equipped with IDEA developed using deep convolutional neural networks and long short-term memory. Patients were examined by EGD, and the results were recorded by IDEA. The primary outcome was the detection rate of upper GI cancer. Secondary outcomes were part scores, total scores, and endoscopic procedure time, which were analyzed by IDEA. RESULTS: A total of 17,787 patients were recruited. The total detection rate of cancer-positive cases was 1.50%, ranging from .60% to 3.94% in each hospital. The total detection rate of early cancer-positive cases was .36%, ranging from .00% to 1.58% in each hospital. The average total score analyzed by IDEA ranged from 64.87 ± 16.87 to 83.50 ± 9.57 in each hospital. The cancer detection rate in each hospital was positively correlated with total score (r = .775, P = .003). Similarly, the early cancer detection rate was positively correlated with total score (r = .756, P = .004). CONCLUSIONS: This multicenter trial confirmed that the quality of the EGD result is positively correlated with the detection rate of cancer, which can be monitored by IDEA. (Clinical trial registration number: ChiCTR2000029001.).

Whole genome assembly and functional portrait of hypervirulent extensively drug-resistant NDM-1 and KPC-2 co-producing Klebsiella pneumoniae of capsular serotype K2 and ST86.

OBJECTIVES: To characterize an emergent carbapenem-resistant hypervirulent Klebsiella pneumoniae (CR-hvKP) strain, NUHL30457, which co-produces NDM-1 and KPC-2 carbapenemases. METHODS: We performed WGS analysis on a clinical carbapenemase-producing hypervirulent K. pneumoniae (CP-hvKP) strain NUHL30457. Sequence data were analysed using comparative genomics and phylogenetics. WGS was used to perform MLST, capsular genotyping and identification of virulence and antimicrobial resistance genes. The virulence of NUHL30457 was analysed by serum killing assay, neutrophil phagocytosis and mouse lethality assay. RESULTS: The NUHL30457 strain was carbapenem resistant and belonged to ST86 and serotype K2. A significant increase in resistance to serum killing and antiphagocytosis was found in the NUHL30457 strain compared with the reference strain. The murine lethality assay showed an LD50 of 2.5 × 102 cfu for the NUHL30457 strain, indicating hypervirulence. WGS revealed that NUHL30457 has a single 5.3 Mb chromosome (57.53% G + C content) and four plasmids in the range 49.2-215.7 kb. The incompatibility group (Inc)N plasmid p30457-4 carried the blaNDM-1 and qnrS1 genes. The IncFII(K) plasmid p30457-3 also carried an array of resistance elements, including blaCTX-M-65, blaTEM-1 and blaKPC-2. The IncHI1/IncFIB plasmid p30457-1, which carried virulence genes, was identical to a pLVPK plasmid reported previously. CONCLUSIONS: To the best of our knowledge, this is the first report to isolate an ST86 hvKP strain that co-produces NDM-1 and KPC-2 carbapenemase. Further investigation is required to reinforce our understanding of the epidemiology and virulence mechanisms of this clinically significant CP-hvKP.

High Prevalence of Plasmid-Mediated Quinolone Resistance Determinants Among Serotype K1 Hypervirulent Klebsiella pneumoniae Isolates in China.

Thirty-five serotype K1 hypervirulent Klebsiella pneumoniae (K1-hvKP) isolates collected from a Chinese hospital during the whole year of 2017 were evaluated to characterize the prevalence of the plasmid-mediated quinolone resistance (PMQR) genes. In total, 18 (51.4%) isolates were detected to carry PMQR genes, and the most frequently detected gene was qnrS1 (37.5%), followed by aac(6')-Ib-cr (15%) and qnrB4 (2.5%). Remarkably, some qnr-carrying strains had only a single or more quinolone resistance-determining region mutations in GyrA or ParC, and most exhibited high-level ciprofloxacin resistance. However, only 11.4% (4/35) isolates were resistant to quinolones. Furthermore, 34.3% (12/35) carried extended-spectrum ß-lactamase (ESBL) genes, but only 14.3% (5/35) exhibited ESBL phenotype. The most prevalent virulence genes were mrkD (100%, 21/21), followed by magA (97.1%, 34/35), wabG (97.1%, 34/35), rmpA (97.1%, 34/35), aerobactin (94.3%, 33/35), kfuB (94.3%, 33/35), ycf (91.4%, 32/35), iutA (91.4%, 32/35), rmpA2 (62.9%, 22/35), wcaG (62.9%, 22/35), ybtS (51.4%, 18/35), allS (45.7%, 16/35), and iroN (22.9%, 8/35). Multilocus sequence typing (MLST) analysis assigned the 35 K1-hvKP isolates into 5 sequence types (STs), with ST23 encompassing 77.1% of the strains. Pulsed field gel electrophoresis (PFGE) typing showed that strains closely related by MLST clustered in major PFGE clusters, of which cluster A accounts for 16 ST23 isolates and cluster B includes 11 ST23 isolates. The analysis of the transconjugants showed decreased susceptibility to quinolones and revealed a cotransfer of blaCTX-M-15 with the qnrS1 alleles. Cumulatively, our findings showed that the PMQR-producing K1-hvKP strain is covertly spreading even when K1-hvKP is rarely resistant to fluoroquinolones (FQs) according to the Clinical and Laboratory Standards Institute criteria. It is therefore critical to continuously monitor the PMQR-producing K1-hvKP epidemiology and minimize potential risks from FQ-resistant K1-hvKP.

Evaluation of ompK36 allele groups on clinical characteristics and virulence features of Klebsiella pneumoniae from bacteremia.

BACKGROUND/PURPOSE: This study investigated the implications of ompK36 allele groups on clinical and microbiological features of patients with Klebsiella pneumoniae bacteremia. METHODS: A total of 80 K. pneumoniae bloodstream isolates were collected and then divided into four ompK36 allele groups. Clinical characteristics, bacterial antibiotic resistance and virulence determinants were analyzed, including resistance and virulence genes, hypermucoviscosity phenotype, K capsule serotypes, biofilm formation, serum killing, neutrophil phagocytosis, and mouse lethality studies. RESULTS: 78 isolates were classified into four ompK36 variants, designated groups A (34), B (6), C (26), and D (12), respectively; 2 isolate was untypeable. OmpK36 group C isolates carried higher frequencies of K1/K2 capsule serotypes, hypermucoviscosity phenotype, rmpA gene, allS gene, iroB gene, aerobactin gene, or rmpA2 gene than non-C group isolates. OmpK36 group C isolates were significantly more virulent, as higher serum resistance, higher anti-phagocytosis and higher mouse lethality, than OmpK36 non-C group isolates, except for similar biofilm formation capability. The K20 isolates probably has low expression rates of rmpA and rmpA2 for hypermucoviscosity phenotype. The biofilm formation was significantly associated with ESBL production. OmpK36 group C isolates were more frequently detected in patients with community-acquired bloodstream infection. However, significant underlying diseases and prior use of carbapenem were highly prevalent in patients with OmpK36 non-C group isolates infection. ESBL production was apparently higher in non-C group but did not reach statistical significance. CONCLUSION: Our results suggest that the OmpK36 group C K.pneumoniae is more associated with community-acquired infection with a lower frequency of underlying illness, but with significantly more virulence in bloodstream infection. This would give a remind that clinicians should be aware of such clinical impacts of the ompK36 allele group.

Virulence and Genomic Feature of a Virulent Klebsiella pneumoniae Sequence Type 14 Strain of Serotype K2 Harboring blaNDM-5 in China.

The objective of this study was to reveal the molecular mechanism involved in carbapenem resistance and virulence of a K2 Klebsiella pneumoniae clinical isolate 24835. The virulence of the strain was determined by in vitro and in vivo methods. The de novo whole-genome sequencing technology and molecular biology methods were used to analyze the genomic features associated with the carbapenem resistance and virulence of K. pneumoniae 24835. Strain 24835 was highly resistant to carbapenems and belonged to ST14, exhibited hypermucoviscous and unique K2-aerobactin-kfu-rmpA positive phenotype. As the only carbapenemase gene in strain 24835, blaNDM-5 was located on a 46-kb IncX3 self-transmissible plasmid, which is a very close relation of pNDM-MGR194 from India. Genetic context of blaNDM-5 in strain 24835 was closely related to those on IncX3 plasmids in various Enterobacteriaceae species in China. The combination of multiple virulence genes may work together to confer the relative higher virulence in K. pneumoniae 24835. Significantly increased resistance to serum killing and mice mortality were found in the virulent New Delhi metallo-ß-lactamase (NDM)-producing K. pneumoniae strain compared to the other NDM-producing K. pneumoniae strain. Our study provides basic information of phenotypic and genomic features of K. pneumoniae 24835, a strain displaying carbapenem resistance and relatively high level of virulence. These findings are concerning for the potential of NDM-like genes to disseminate among virulent K. pneumoniae isolates.

Characterization of extended-spectrum beta-lactamase, carbapenemase, and plasmid quinolone determinants in Klebsiella pneumoniae isolates carrying distinct types of 16S rRNA methylase genes, and their association with mobile genetic elements.

Eighty-four multidrug-resistant Klebsiella pneumoniae (MDR-KP) isolates from a Chinese hospital from January to October 2012 were evaluated to characterize the coexistence of 16S rRNA methylase, extended-spectrum ß-lactamase, carbapenemase, and plasmid-mediated quinolone resistance determinants and their association with mobile genetic elements. Among the 84 MDR-KP isolates studied, 19 isolates exhibited high-level resistance to amikacin mediated by the production of the 16S rRNA methylase. They carried 19 armA genes (22.9%) and three rmtB genes (3.6%). CTX-M genes were found in all of the isolates. Among these armA- or rmtB/CTX-M-producing K. pneumoniae isolates, 31.6% carried the carbapenemase genes (blaKPC-2 [26.3%], blaIMP-4 [10.5%], and blaNDM-1 [5.3%]), which made them resistant to imipenem (minimum inhibitory concentration [MIC] ≥16 mg/L). All positive strains possessed qnr-like genes (16 qnrA1, 10 qnrS1, and 7 qnrB4 genes) and 18 harbored an aac(6')-Ib-cr gene. Mobile elements ISEcp1, IS26, ISCR1, ISAba125, and sul-1 integrons were detected in 19/19 (100%), 16/19 (84.2%), 18/19 (94.7%), 9/19 (47.4%), and 18/19 (94.7%) isolates, respectively. The mobilizing elements occurred in different combinations in the study isolates. Majority of armA and qnr genes were in MDR-KP strains carrying integrons containing the ISCR1. Close to 80% of blaTEM-1 and blaSHV-12 were linked to IS26 while ≥90% of blaCTX-Ms and blaCMYs were linked to ISEcp1. ISAba125 was located upstream of blaNDM-1 and some blaCMY-2 genes. In addition, seven transconjugants were available for further analysis, and armA, qnrS1, acc(6')-Ib-cr, blaCTX-M-15, blaTEM-1, and blaNDM-1 were cotransferred. This study points to the dissemination of 16S rRNA methylase genes and the prevalence of selected elements implicated in evolution of resistance determinants in collection of clinical K. pneumoniae in China.