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Sequencing of mRNA from Whole Blood using Nanopore Sequencing
Published on: June 3, 2019
The rapid diagnosis of intraamniotic infection with nanopore sequencing
Piya Chaemsaithong1, Roberto Romero2, Pisut Pongchaikul3
1Department of Obstetrics and Gynecology, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand; Program in Translational Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand.
Background:
Intraamniotic infection (defined as intraamniotic inflammation with microorganisms) is an important cause of the preterm labor syndrome. Methods for the detection of microorganisms in amniotic fluid are culture and/or polymerase chain reaction assay. However, both methods take time, and the results are rarely available for clinical decision-making. Nanopore sequencing technology offers real-time, long-read sequencing that can produce rapid results.
Objective:
To determine 1) the diagnostic performance of the 16S rDNA nanopore sequencing method for the identification of microorganisms in patients with intraamniotic inflammation and 2) the relationship between microbial burden and the intensity of the amniotic fluid inflammatory response.
Study Design:
We performed a prospective cohort study that included singleton pregnancies presenting with symptoms of preterm labor with intact membranes or of preterm prelabor rupture of the membranes. Amniotic fluid samples were obtained for the evaluation of bacteria in the amniotic cavity using cultivation and polymerase chain reaction-based 16S Sanger sequencing methods. Participants were classified into 4 groups according to the results of an amniotic fluid culture, 16S Sanger sequencing, and an amniotic fluid interleukin 6 concentration: 1) no intraamniotic infection and intraamniotic inflammation (interleukin 6 <2.6 ng/mL, and no microorganisms in the amniotic cavity, as determined by culture or 16S Sanger sequencing); 2) microbial invasion of the amniotic cavity without intraamniotic inflammation, defined by the presence of bacteria detected by culture or 16S Sanger sequencing; 3) sterile intraamniotic inflammation (interleukin 6 ≥2.6 ng/mL without microbial invasion of the amniotic cavity); and 4) intraamniotic infection (interkeukin 6 ≥2.6 ng/mL with microbial invasion of the amniotic cavity). Patients who underwent a mid-trimester amniocentesis, had no intraamniotic infection or intraamniotic inflammation, and delivered at term represented the control group. 16S rDNA nanopore sequencing was performed and the diagnostic indices for the identification of intraamniotic infection were determined. Bioinformatic analysis was carried out to identify microorganisms, and a read count of at least 100 or a read count exceeding that of the background species from the control group, along with a relative abundance of no less than 1%, was used.
Results:
1) The 16S nanopore sequencing had a sensitivity of 88.9% (8/9), specificity of 95.4% (41/43), positive predictive value of 80.0% (8/10), negative predictive value of 97.6% (41/42), positive likelihood ratio of 19.1 (95% confidence interval, 4.8-75.4), negative likelihood ratio of 0.1 (95% confidence interval, 0.02-0.7), and an accuracy of 94.2% (49/52) for the identification of intraamniotic infection (prevalence, 17% [9/52]); 2) the microbial load determined by the 16S nanopore sequencing had a strong positive correlation with the intensity of an intraamniotic inflammatory response (amniotic fluid interleukin 6 concentration; Spearman's correlation 0.9; P=.002); and 3) a subgroup of patients with intraamniotic inflammation did not have bacteria determined by culture, Sanger sequencing, or nanopore 16S, thus confirming the existence of sterile intraamniotic inflammation.
Conclusion:
The 16S nanopore sequencing has high diagnostic indices, predictive values, likelihood ratios, and accuracy in the diagnosis of intraamniotic infection.
Insights
Rapid nanopore sequencing accurately detects intraamniotic infection, a cause of preterm labor. This advanced method correlates microbial presence with inflammation intensity, aiding clinical decisions.
Area of Science:
- Microbiology
- Genomics
- Obstetrics
Background:
- Intraamniotic infection is a key cause of preterm labor.
- Current detection methods (culture, PCR) are time-consuming.
- Nanopore sequencing offers rapid, real-time results.
Purpose of the Study:
- Evaluate 16S rDNA nanopore sequencing for intraamniotic infection diagnosis.
- Assess the link between microbial load and amniotic fluid inflammation.
Main Methods:
- Prospective cohort study of preterm labor patients.
- Amniotic fluid analysis via culture, 16S Sanger, and 16S nanopore sequencing.
- Classification into infection, inflammation, or sterile groups based on microbial and IL-6 levels.
Main Results:
- Nanopore sequencing showed high diagnostic performance (88.9% sensitivity, 95.4% specificity).
- Microbial load strongly correlated with amniotic fluid interleukin-6 concentration (r=0.9, P=.002).
- Confirmed cases of sterile intraamniotic inflammation.
Conclusions:
- 16S nanopore sequencing is a highly accurate diagnostic tool for intraamniotic infection.
- The method provides high diagnostic indices and predictive values.
- Enables faster clinical decision-making in preterm labor management.

