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Vadla GP, Daghat B, Patterson N, Ahmad V, Perez G, Garcia A, Manjunath Y, Kaifi JT, Li G, Chabu CY. Combining plasma extracellular vesicle Let-7b-5p, miR-184 and circulating miR-22-3p levels for NSCLC diagnosis and drug resistance prediction. Sci Rep 2022; 12:6693. [PMID: 35461372 PMCID: PMC9035169 DOI: 10.1038/s41598-022-10598-x] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Accepted: 04/05/2022] [Indexed: 01/04/2023] Open
Abstract
Low-dose computed tomography (LDCT) Non-Small Cell Lung (NSCLC) screening is associated with high false-positive rates, leading to unnecessary expensive and invasive follow ups. There is a need for minimally invasive approaches to improve the accuracy of NSCLC diagnosis. In addition, NSCLC patients harboring sensitizing mutations in epidermal growth factor receptor EGFR (T790M, L578R) are treated with Osimertinib, a potent tyrosine kinase inhibitor (TKI). However, nearly all patients develop TKI resistance. The underlying mechanisms are not fully understood. Plasma extracellular vesicle (EV) and circulating microRNA (miRNA) have been proposed as biomarkers for cancer screening and to inform treatment decisions. However, the identification of highly sensitive and broadly predictive core miRNA signatures remains a challenge. Also, how these systemic and diverse miRNAs impact cancer drug response is not well understood. Using an integrative approach, we examined plasma EV and circulating miRNA isolated from NSCLC patients versus screening controls with a similar risk profile. We found that combining EV (Hsa-miR-184, Let-7b-5p) and circulating (Hsa-miR-22-3p) miRNAs abundance robustly discriminates between NSCLC patients and high-risk cancer-free controls. Further, we found that Hsa-miR-22-3p, Hsa-miR-184, and Let-7b-5p functionally converge on WNT/βcatenin and mTOR/AKT signaling axes, known cancer therapy resistance signals. Targeting Hsa-miR-22-3p and Hsa-miR-184 desensitized EGFR-mutated (T790M, L578R) NSCLC cells to Osimertinib. These findings suggest that the expression levels of circulating hsa-miR-22-3p combined with EV hsa-miR-184 and Let-7b-5p levels potentially define a core biomarker signature for improving the accuracy of NSCLC diagnosis. Importantly, these biomarkers have the potential to enable prospective identification of patients who are at risk of responding poorly to Osimertinib alone but likely to benefit from Osimertinib/AKT blockade combination treatments.
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Affiliation(s)
- G P Vadla
- Division of Biological Sciences, University of Missouri, Columbia, MO, 65211, USA
| | - B Daghat
- Division of Biological Sciences, University of Missouri, Columbia, MO, 65211, USA
| | - N Patterson
- Division of Biological Sciences, University of Missouri, Columbia, MO, 65211, USA
| | - V Ahmad
- Division of Biological Sciences, University of Missouri, Columbia, MO, 65211, USA
| | - G Perez
- Division of Biological Sciences, University of Missouri, Columbia, MO, 65211, USA
| | - A Garcia
- Division of Biological Sciences, University of Missouri, Columbia, MO, 65211, USA
| | - Y Manjunath
- Department of Surgery, School of Medicine, University of Missouri, Columbia, MO, 65212, USA
| | - J T Kaifi
- Department of Surgery, School of Medicine, University of Missouri, Columbia, MO, 65212, USA
- Siteman Cancer Center, Washington University, St. Louis, MO, 63110, USA
| | - G Li
- Department of Surgery, School of Medicine, University of Missouri, Columbia, MO, 65212, USA
- Siteman Cancer Center, Washington University, St. Louis, MO, 63110, USA
| | - C Y Chabu
- Division of Biological Sciences, University of Missouri, Columbia, MO, 65211, USA.
- Department of Surgery, School of Medicine, University of Missouri, Columbia, MO, 65212, USA.
- Siteman Cancer Center, Washington University, St. Louis, MO, 63110, USA.
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Abstract
Microglia are subject to change in tandem with the endogenously generated biological oscillations known as our circadian rhythm. Studies have shown microglia harbor an intrinsic molecular clock which regulates diurnal changes in morphology and influences inflammatory responses. In the adult brain, microglia play an important role in the regulation of condensed extracellular matrix structures called perineuronal nets (PNNs), and it has been suggested that PNNs are also regulated in a circadian and diurnal manner. We sought to determine whether microglia mediate the diurnal regulation of PNNs via CSF1R inhibitor dependent microglial depletion in C57BL/6J mice, and how the absence of microglia might affect cortical diurnal gene expression rhythms. While we observe diurnal differences in microglial morphology, where microglia are most ramified at the onset of the dark phase, we do not find diurnal differences in PNN intensity. However, PNN intensity increases across many brain regions in the absence of microglia, supporting a role for microglia in the regulation of PNNs. Here, we also show that cortical diurnal gene expression rhythms are intact, with no cycling gene changes without microglia. These findings demonstrate a role for microglia in the maintenance of PNNs, but not in the maintenance of diurnal rhythms.
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Affiliation(s)
- Rocio A Barahona
- Department of Neurobiology and Behavior, University of California, 3208 Biological Sciences III, Irvine, CA, 92697, USA
| | - Samuel Morabito
- Mathematical, Computational and Systems Biology (MCSB) Program, University of California, Irvine, CA, USA
| | - Vivek Swarup
- Department of Neurobiology and Behavior, University of California, 3208 Biological Sciences III, Irvine, CA, 92697, USA
| | - Kim N Green
- Department of Neurobiology and Behavior, University of California, 3208 Biological Sciences III, Irvine, CA, 92697, USA.
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