Deciphering the pathogen heterogeneity for precise diagnosis and personalized therapeutics of infections after kidney transplantation: insights from metagenomic next-generation sequencing

Front Cell Infect Microbiol. 2024 Nov 14:14:1456407. doi: 10.3389/fcimb.2024.1456407. eCollection 2024.

Abstract

Introduction: The aim of this study was to compare the detection performance of mNGS against that of conventional tests (CT) in patients suffering from infection after kidney transplantation.

Methods: A total of 138 samples from 85 kidney transplant patients with acute or chronic infections were simultaneously analyzed using mNGS and CT from July 2021 to August 2023.

Results: Compared with CT, mNGS demonstrated a higher sensitivity (95.96% vs. 27.27%) but lower specificity (48.72% vs. 84.62%) in pathogen detection. Moreover, mNGS exhibited significant advantages in detecting mixed and rare infections. The pathogens commonly identified in kidney transplant patients were severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), followed by Pneumocystis jirovecii and Cytomegalovirus (CMV). mNGS guided the precise clinical diagnosis in 89.13% of cases and assisted in altering therapeutics from empirical antibiotic approaches to personalized plans in 56.10% of cases, including treatment escalation (40.65%), initiation (11.38%), drug adjustment (3.25%), and de-escalation (0.81%).

Discussion: Our study demonstrated the superior detection performance of mNGS and its significant clinical value. This reflected the great potential of mNGS as a complementary clinical detection technology for kidney transplant patients.

Keywords: clinical decision-making; infection; kidney transplantation; metagenomic next-generation sequencing; pathogen detection.

MeSH terms

  • Adult
  • COVID-19 / diagnosis
  • COVID-19 / virology
  • Cytomegalovirus / genetics
  • Cytomegalovirus / isolation & purification
  • Cytomegalovirus Infections / diagnosis
  • Cytomegalovirus Infections / drug therapy
  • Cytomegalovirus Infections / virology
  • Female
  • High-Throughput Nucleotide Sequencing*
  • Humans
  • Kidney Transplantation* / adverse effects
  • Male
  • Metagenomics* / methods
  • Middle Aged
  • Pneumocystis carinii / genetics
  • Pneumocystis carinii / isolation & purification
  • Precision Medicine* / methods
  • SARS-CoV-2 / genetics
  • SARS-CoV-2 / isolation & purification
  • Sensitivity and Specificity

Grants and funding

The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This study was supported by National Natural Science Foundation of China (Grant Number: 82270787) and Suzhou Municipal Science and Technology Plan Project (Project Number: SLJ2021002).