Identification and Validation of a novel Circulating miRNA Predictive Biomarkers for acquired Bortezomib Resistance in Multiple Myeloma patients at Southeast Medical Center

Abstract Introduction/Objective Bortezomib is used to treat multiple myeloma but some patients become resistant to it. MiRNAs, small non-coding RNAs that regulate gene expression, may serve as biomarkers for drug resistance in cancer. Dysregulation of miRNA expression is common in cancer development. We investigated whether plasma miRNAs can serve as clinical indicators for bortezomib resistance in multiple myeloma. We hypothesize that there is a significant difference in miRNA signature between sensitive and resistant Bortezomib multiple myeloma samples derived from African American male patients. Methods/Case Report Specific Aim 1: Discovery: To identify miRNAs using five BTZ-resistant and five sensitive African American male bone marrow samples using RNA sequencing technology. Using log2fold change ≥ 1.3, p ≤ 0.05, and known function as screening criteria of statistically significant upregulated miRNAs. Specific Aim 2: Analytical validation: Quantitative reverse-transcription PCR (qRT-PCR) technology using bone African American Male Bone Marrow samples to confirm the differential expression of candidate miRNAs identified in Aim 1. Using log2fold change ≥ 1.3, p ≤ 0.05, and Two-tailed student T-Test known function as screening criteria of statistically significant upregulated miRNAs. Specific Aim 3: Clinical Validation: To be performed using patients’ serum and qRT-PCR technology. Using log2fold change ≥ 1.3, p ≤ 0.05, known function, and Two-tailed student T-Test as the screening criteria of statistically significant upregulated miRNAs. Results (if a Case Study enter NA) We identified upregulated and downregulated miRNAs from African American males with MM in 5-BTZ-resistant and 5-BTZ-sensitive bone marrow samples using RNA sequencing. Four statistically significant upregulated miRNAs were identified and validated using RT-qPCR and bioinformatic target prediction (has-miR-18a-3p, has-miR-18a-5p, has-miR-20a-5p, has-mir-664a-5p). Using log2fold change ≥ 1.3, p ≤ 0.05, and Two-tailed student T-Test, and known function as screening criteria, has-miR-18a-5p and has-miR-20a-5p were validated as statistically significant upregulated miRNAs among the BTZ-resistant bone marrow samples. These miRNAs will now undergo clinical validation. Conclusion According to the qRT-PCR analysis, significant differential expression was observed between the Bortezomib-sensitive and Bortezomib-resistant groups was has-miR-18a-5p (p ≤ 0.02) and has-miR-20a-5p (p ≤ 0.04) as statistically significant differential expressed miRNAs and are associated with promoting carcinogenesis.

Authors

Institutions

Publication Details

Journal
American Journal of Clinical Pathology
Published
2024-10-01
DOI
https://doi.org/10.1093/ajcp/aqae129.276
Primary Topic
Multiple Myeloma Research and Treatments
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Identification and Validation of a novel Circulating miRNA Predictive Biomarkers for acquired Bortezomib Resistance in Multiple Myeloma patients at Southeast Medical Center

Joana Silva, Shafisha Bamfield-Cummings
American Journal of Clinical Pathology
Multiple Myeloma Research and Treatments
article

Identification and Validation of a novel Circulating miRNA Predictive Biomarkers for acquired Bortezomib Resistance in Multiple Myeloma patients at Southeast Medical Center

Joana Silva, Shafisha Bamfield-Cummings
article en

Abstract

Abstract Introduction/Objective Bortezomib is used to treat multiple myeloma but some patients become resistant to it. MiRNAs, small non-coding RNAs that regulate gene expression, may serve as biomarkers for drug resistance in cancer. Dysregulation of miRNA expression is common in cancer development. We investigated whether plasma miRNAs can serve as clinical indicators for bortezomib resistance in multiple myeloma. We hypothesize that there is a significant difference in miRNA signature between sensitive and resistant Bortezomib multiple myeloma samples derived from African American male patients. Methods/Case Report Specific Aim 1: Discovery: To identify miRNAs using five BTZ-resistant and five sensitive African American male bone marrow samples using RNA sequencing technology. Using log2fold change ≥ 1.3, p ≤ 0.05, and known function as screening criteria of statistically significant upregulated miRNAs. Specific Aim 2: Analytical validation: Quantitative reverse-transcription PCR (qRT-PCR) technology using bone African American Male Bone Marrow samples to confirm the differential expression of candidate miRNAs identified in Aim 1. Using log2fold change ≥ 1.3, p ≤ 0.05, and Two-tailed student T-Test known function as screening criteria of statistically significant upregulated miRNAs. Specific Aim 3: Clinical Validation: To be performed using patients’ serum and qRT-PCR technology. Using log2fold change ≥ 1.3, p ≤ 0.05, known function, and Two-tailed student T-Test as the screening criteria of statistically significant upregulated miRNAs. Results (if a Case Study enter NA) We identified upregulated and downregulated miRNAs from African American males with MM in 5-BTZ-resistant and 5-BTZ-sensitive bone marrow samples using RNA sequencing. Four statistically significant upregulated miRNAs were identified and validated using RT-qPCR and bioinformatic target prediction (has-miR-18a-3p, has-miR-18a-5p, has-miR-20a-5p, has-mir-664a-5p). Using log2fold change ≥ 1.3, p ≤ 0.05, and Two-tailed student T-Test, and known function as screening criteria, has-miR-18a-5p and has-miR-20a-5p were validated as statistically significant upregulated miRNAs among the BTZ-resistant bone marrow samples. These miRNAs will now undergo clinical validation. Conclusion According to the qRT-PCR analysis, significant differential expression was observed between the Bortezomib-sensitive and Bortezomib-resistant groups was has-miR-18a-5p (p ≤ 0.02) and has-miR-20a-5p (p ≤ 0.04) as statistically significant differential expressed miRNAs and are associated with promoting carcinogenesis.

American Journal of Clinical PathologyVol. 162(Supplement_1)
Augusta University Health (US)
Good health and well-being
Openalex Percentile: Top 71%
Multiple Myeloma Research and Treatments
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.