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Morfin C, Sebastian A, Wilson SP, Amiri B, Murugesh DK, Hum NR, Christiansen BA, Loots GG. Mef2c regulates bone mass through Sost-dependent and -independent mechanisms. Bone 2024; 179:116976. [PMID: 38042445 DOI: 10.1016/j.bone.2023.116976] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 11/16/2023] [Accepted: 11/17/2023] [Indexed: 12/04/2023]
Abstract
Mef2c is a transcription factor that mediates key cellular behaviors that promote endochondral ossification and bone formation. Previously, Mef2c has been shown to regulate Sost transcription via its osteocyte-specific enhancer, ECR5, and conditional deletions of Mef2cfl/fl with either Col1-Cre or Dmp1-Cre produced generalized high bone mass (HBM) consistent with Van Buchem Disease phenotypes. However, Sost-/-; Mef2cfl/fl; Dmp1-Cre mice produced a significantly higher bone mass phenotype that Sost-/- alone suggesting that Mef2c modulates bone mass through additional mechanisms, independent of Sost. To identify new Mef2c transcriptional targets important in bone metabolism, we profiled gene expression by single-cell RNA sequencing in subpopulations of cells isolated from Mef2cfl/fl; Dmp1-Cre and Mef2cfl/fl; Bglap-Cre femurs, both strains exhibiting similar high bone mass phenotypes. However, we found Mef2cfl/fl; Bglap-Cre to also display a growth plate defect characterized by an expansion of several osteoprogenitor subpopulations. Differential gene expression analysis identified a total of 96 up- and 2434 down- regulated genes in Mef2cfl/fl; Bglap-Cre and 176 up- and 1041 down- regulated genes in Mef2cfl/fl; Dmp1-Cre bone cell subpopulations compared to wildtype mice. Mef2c deletion affected the transcriptomes across several cell types including mesenchymal progenitors (MP), osteoprogenitors (OSP), osteoblast (OB), and osteocyte (OCY) subpopulations. Several energy metabolism genes such as Uqcrb, Ndufv2, Ndufs3, Ndufa13, Ndufb9, Ndufb5, Cox6a1, Cox5a, Atp5o, Atp5g2, Atp5b, Atp5 were significantly down regulated in Mef2c-deficient OBs and OCYs, in both strains. Binding motif analysis of promoter regions of differentially expressed genes identified Mef2c binding in Bone Sialoprotein (BSP/Ibsp), a gene known to cause increased trabecular BV/TV in the femurs of Ibsp-/- mice. Immunohistochemical analysis confirmed the absence of Ibsp protein in OBs and OCYs. These findings suggests that the HBM in Sost-/-; Mef2cfl/fl; Dmp1-Cre is caused by a multitude of transcriptional changes in genes that regulate bone formation, two of which are Sost and Ibsp.
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Affiliation(s)
- Cesar Morfin
- School of Natural Sciences, University of California, Merced, CA, United States; Physical and Life Sciences Directorate, Lawrence Livermore, National Laboratories, Livermore, CA, United States; Department of Orthopaedic Surgery, University of California Davis Health, Sacramento, CA, United States
| | - Aimy Sebastian
- Physical and Life Sciences Directorate, Lawrence Livermore, National Laboratories, Livermore, CA, United States
| | - Stephen P Wilson
- Physical and Life Sciences Directorate, Lawrence Livermore, National Laboratories, Livermore, CA, United States
| | - Beheshta Amiri
- Physical and Life Sciences Directorate, Lawrence Livermore, National Laboratories, Livermore, CA, United States
| | - Deepa K Murugesh
- Physical and Life Sciences Directorate, Lawrence Livermore, National Laboratories, Livermore, CA, United States
| | - Nicholas R Hum
- Physical and Life Sciences Directorate, Lawrence Livermore, National Laboratories, Livermore, CA, United States
| | - Blaine A Christiansen
- Department of Orthopaedic Surgery, University of California Davis Health, Sacramento, CA, United States
| | - Gabriela G Loots
- School of Natural Sciences, University of California, Merced, CA, United States; Physical and Life Sciences Directorate, Lawrence Livermore, National Laboratories, Livermore, CA, United States; Department of Orthopaedic Surgery, University of California Davis Health, Sacramento, CA, United States.
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Morrison KD, Reiss MB, Tanner TD, Gollott TR, Loots GG, Collette NM. The application of synthetic antibacterial minerals to combat topical infections: exploring a mouse model of MRSA infection. Sci Rep 2024; 14:1762. [PMID: 38243067 PMCID: PMC10798972 DOI: 10.1038/s41598-024-52082-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Accepted: 01/12/2024] [Indexed: 01/21/2024] Open
Abstract
The development of new antibiotics has stalled, and novel strategies are needed as we enter the age of antibiotic resistance. Certain naturally occurring clays have been shown to be effective in killing antibiotic resistant bacteria. However, these natural clays are too variable to be used in clinical settings. Our study shows that synthetic antibacterial minerals exhibit potent antibacterial activity against topical MRSA infections and increase the rate of wound closure relative to controls. The antibacterial minerals maintain a redox cycle between Fe2+/Fe3+ and the surfaces of pyrite minerals, which act as a semiconductor and produce reactive oxygen species (ROS), while smectite minerals act as a cation exchange reservoir. Acidic conditions are maintained throughout the application of the hydrated minerals and can mitigate the alkaline pH conditions observed in chronic non-healing wounds. These results provide evidence for the strategy of 'iron overload' to combat antibiotic resistant infections through the maintained release of Fe2+ and generation of ROS via distinct geochemical reactions that can break the chronic wound damage cycle.
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Affiliation(s)
- Keith D Morrison
- Nuclear and Chemical Sciences Division, Physical and Life Sciences, Lawrence Livermore National Laboratory, Livermore, CA, USA.
| | - Meghan B Reiss
- Biosciences and Biotechnology Division, Physical and Life Sciences, Lawrence Livermore National Laboratory, Livermore, CA, USA
| | - Tanya D Tanner
- Biosciences and Biotechnology Division, Physical and Life Sciences, Lawrence Livermore National Laboratory, Livermore, CA, USA
| | - Travis R Gollott
- Biosciences and Biotechnology Division, Physical and Life Sciences, Lawrence Livermore National Laboratory, Livermore, CA, USA
| | - Gabriela G Loots
- Biosciences and Biotechnology Division, Physical and Life Sciences, Lawrence Livermore National Laboratory, Livermore, CA, USA
- Department of Orthopaedic Surgery, University of California Davis Health, Sacramento, CA, USA
| | - Nicole M Collette
- Biosciences and Biotechnology Division, Physical and Life Sciences, Lawrence Livermore National Laboratory, Livermore, CA, USA
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Sebastian A, Martin KA, Peran I, Hum NR, Leon NF, Amiri B, Wilson SP, Coleman MA, Wheeler EK, Byers SW, Loots GG. Loss of Cadherin-11 in pancreatic ductal adenocarcinoma alters tumor-immune microenvironment. Front Oncol 2023; 13:1286861. [PMID: 37954069 PMCID: PMC10639148 DOI: 10.3389/fonc.2023.1286861] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Accepted: 10/12/2023] [Indexed: 11/14/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the top five deadliest forms of cancer with very few treatment options. The 5-year survival rate for PDAC is 10% following diagnosis. Cadherin 11 (Cdh11), a cell-to-cell adhesion molecule, has been suggested to promote tumor growth and immunosuppression in PDAC, and Cdh11 inhibition significantly extended survival in mice with PDAC. However, the mechanisms by which Cdh11 deficiency influences PDAC progression and anti-tumor immune responses have yet to be fully elucidated. To investigate Cdh11-deficiency induced changes in PDAC tumor microenvironment (TME), we crossed p48-Cre; LSL-KrasG12D/+; LSL-Trp53R172H/+ (KPC) mice with Cdh11+/- mice and performed single-cell RNA sequencing (scRNA-seq) of the non-immune (CD45-) and immune (CD45+) compartment of KPC tumor-bearing Cdh11 proficient (KPC-Cdh11+/+) and Cdh11 deficient (KPC-Cdh11+/-) mice. Our analysis showed that Cdh11 is expressed primarily in cancer-associated fibroblasts (CAFs) and at low levels in epithelial cells undergoing epithelial-to-mesenchymal transition (EMT). Cdh11 deficiency altered the molecular profile of CAFs, leading to a decrease in the expression of myofibroblast markers such as Acta2 and Tagln and cytokines such as Il6, Il33 and Midkine (Mdk). We also observed a significant decrease in the presence of monocytes/macrophages and neutrophils in KPC-Cdh11+/- tumors while the proportion of T cells was increased. Additionally, myeloid lineage cells from Cdh11-deficient tumors had reduced expression of immunosuppressive cytokines that have previously been shown to play a role in immune suppression. In summary, our data suggests that Cdh11 deficiency significantly alters the fibroblast and immune microenvironments and contributes to the reduction of immunosuppressive cytokines, leading to an increase in anti-tumor immunity and enhanced survival.
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Affiliation(s)
- Aimy Sebastian
- Lawrence Livermore National Laboratory, Physical and Life Science Directorate, Livermore, CA, United States
| | - Kelly A. Martin
- Lawrence Livermore National Laboratory, Physical and Life Science Directorate, Livermore, CA, United States
| | - Ivana Peran
- Georgetown-Lombardi Comprehensive Cancer Center, Department of Oncology, Georgetown University Medical Center, Washington, DC, United States
| | - Nicholas R. Hum
- Lawrence Livermore National Laboratory, Physical and Life Science Directorate, Livermore, CA, United States
| | - Nicole F. Leon
- Lawrence Livermore National Laboratory, Physical and Life Science Directorate, Livermore, CA, United States
| | - Beheshta Amiri
- Lawrence Livermore National Laboratory, Physical and Life Science Directorate, Livermore, CA, United States
| | - Stephen P. Wilson
- Lawrence Livermore National Laboratory, Physical and Life Science Directorate, Livermore, CA, United States
| | - Matthew A. Coleman
- Lawrence Livermore National Laboratory, Physical and Life Science Directorate, Livermore, CA, United States
| | - Elizabeth K. Wheeler
- Lawrence Livermore National Laboratory, Physical and Life Science Directorate, Livermore, CA, United States
| | - Stephen W. Byers
- Georgetown-Lombardi Comprehensive Cancer Center, Department of Oncology, Georgetown University Medical Center, Washington, DC, United States
| | - Gabriela G. Loots
- Lawrence Livermore National Laboratory, Physical and Life Science Directorate, Livermore, CA, United States
- University of California Davis Health, Department of Orthopaedic Surgery, Sacramento, CA, United States
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Tejeda-Garibay S, Zhao L, Hum NR, Pimentel M, Diep AL, Amiri B, Sindi SS, Weilhammer DR, Loots GG, Hoyer KK. Host tracheal and intestinal microbiomes inhibit Coccidioides growth in vitro. bioRxiv 2023:2023.10.23.563655. [PMID: 37961490 PMCID: PMC10634762 DOI: 10.1101/2023.10.23.563655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
Coccidioidomycosis, also known as Valley fever, is a disease caused by the fungal pathogen Coccidioides. Unfortunately, patients are often misdiagnosed with bacterial pneumonia leading to inappropriate antibiotic treatment. Soil bacteria B. subtilis-like species exhibits antagonistic properties against Coccidioides in vitro; however, the antagonistic capabilities of host microbiota against Coccidioides are unexplored. We sought to examine the potential of the tracheal and intestinal microbiomes to inhibit the growth of Coccidioides in vitro. We hypothesized that an uninterrupted lawn of microbiota obtained from antibiotic-free mice would inhibit the growth of Coccidioides while partial in vitro depletion through antibiotic disk diffusion assays would allow a niche for fungal growth. We observed that the microbiota grown on 2xGYE (GYE) and CNA w/ 5% sheep's blood agar (5%SB-CNA) inhibited the growth of Coccidioides, but that grown on chocolate agar does not. Partial depletion of the microbiota through antibiotic disk diffusion revealed that microbiota depletion leads to diminished inhibition and comparable growth of Coccidioides growth to controls. To characterize the bacteria grown and narrow down potential candidates contributing to the inhibition of Coccidioides, 16s rRNA sequencing of tracheal and intestinal agar cultures and murine lung extracts was performed. The identity of host bacteria that may be responsible for this inhibition was revealed. The results of this study demonstrate the potential of the host microbiota to inhibit the growth of Coccidioides in vitro and suggest that an altered microbiome through antibiotic treatment could negatively impact effective fungal clearance and allow a niche for fungal growth in vivo.
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Affiliation(s)
- Susana Tejeda-Garibay
- Quantitative and Systems Biology, Graduate Program, University of California Merced, CA
- Biosciences and Biotechnology Division, Lawrence Livermore National Laboratories, Livermore CA
| | - Lihong Zhao
- Department of Applied Mathematics, University of California, Merced, CA
- Health Sciences Research Institute, University of California Merced, Merced, CA
| | - Nicholas R Hum
- Biosciences and Biotechnology Division, Lawrence Livermore National Laboratories, Livermore CA
| | - Maria Pimentel
- Department of Molecular and Cell Biology, School of Natural Sciences, University of California Merced, CA
| | - Anh L Diep
- Quantitative and Systems Biology, Graduate Program, University of California Merced, CA
| | - Beheshta Amiri
- Biosciences and Biotechnology Division, Lawrence Livermore National Laboratories, Livermore CA
| | - Suzanne S Sindi
- Department of Applied Mathematics, University of California, Merced, CA
- Health Sciences Research Institute, University of California Merced, Merced, CA
| | - Dina R Weilhammer
- Biosciences and Biotechnology Division, Lawrence Livermore National Laboratories, Livermore CA
| | - Gabriela G Loots
- Biosciences and Biotechnology Division, Lawrence Livermore National Laboratories, Livermore CA
- University of California Davis Health, Department of Orthopaedic Surgery, Lawrence J. Ellison Musculo-skeletal Research Center, 2700 Stockton Blvd, Sacramento, CA 95817, CA
| | - Katrina K Hoyer
- Quantitative and Systems Biology, Graduate Program, University of California Merced, CA
- Department of Molecular and Cell Biology, School of Natural Sciences, University of California Merced, CA
- Biosciences and Biotechnology Division, Lawrence Livermore National Laboratories, Livermore CA
- Health Sciences Research Institute, University of California Merced, Merced, CA
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5
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Moni BM, Wise BL, Loots GG, Weilhammer DR. Coccidioidomycosis Osteoarticular Dissemination. J Fungi (Basel) 2023; 9:1002. [PMID: 37888258 PMCID: PMC10607509 DOI: 10.3390/jof9101002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Revised: 09/27/2023] [Accepted: 10/07/2023] [Indexed: 10/28/2023] Open
Abstract
Valley fever or coccidioidomycosis is a pulmonary infection caused by species of Coccidioides fungi that are endemic to California and Arizona. Skeletal coccidioidomycosis accounts for about half of disseminated infections, with the vertebral spine being the preferred site of dissemination. Most cases of skeletal coccidioidomycosis progress to bone destruction or spread to adjacent structures such as joints, tendons, and other soft tissues, causing significant pain and restricting mobility. Manifestations of such cases are usually nonspecific, making diagnosis very challenging, especially in non-endemic areas. The lack of basic knowledge and research data on the mechanisms defining susceptibility to extrapulmonary infection, especially when it involves bones and joints, prompted us to survey available clinical and animal data to establish specific research questions that remain to be investigated. In this review, we explore published literature reviews, case reports, and case series on the dissemination of coccidioidomycosis to bones and/or joints. We highlight key differential features with other conditions and opportunities for mechanistic and basic research studies that can help develop novel diagnostic, prognostic, and treatment strategies.
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Affiliation(s)
- Benedicte M. Moni
- Biosciences and Biotechnology Division, Lawrence Livermore National Laboratory, Livermore, CA 94550, USA
| | - Barton L. Wise
- Lawrence J. Ellison Musculoskeletal Research Center, Department of Orthopaedic Surgery, University of California Davis Health, 2700 Stockton Blvd., Sacramento, CA 95817, USA; (B.L.W.)
| | - Gabriela G. Loots
- Biosciences and Biotechnology Division, Lawrence Livermore National Laboratory, Livermore, CA 94550, USA
- Lawrence J. Ellison Musculoskeletal Research Center, Department of Orthopaedic Surgery, University of California Davis Health, 2700 Stockton Blvd., Sacramento, CA 95817, USA; (B.L.W.)
| | - Dina R. Weilhammer
- Biosciences and Biotechnology Division, Lawrence Livermore National Laboratory, Livermore, CA 94550, USA
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Griffin KH, Thorpe SW, Sebastian A, Hum NR, Coonan TP, Sagheb IS, Loots GG, Randall RL, Leach JK. Engineered bone marrow as a clinically relevant ex vivo model for primary bone cancer research and drug screening. Proc Natl Acad Sci U S A 2023; 120:e2302101120. [PMID: 37729195 PMCID: PMC10523456 DOI: 10.1073/pnas.2302101120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 08/17/2023] [Indexed: 09/22/2023] Open
Abstract
Osteosarcoma (OS) is the most common primary malignant bone cancer in children and adolescents. While numerous other cancers now have promising therapeutic advances, treatment options for OS have remained unchanged since the advent of standard chemotherapeutics and offer less than a 25% 5-y survival rate for those with metastatic disease. This dearth of clinical progress underscores a lack of understanding of OS progression and necessitates the study of this disease in an innovative system. Here, we adapt a previously described engineered bone marrow (eBM) construct for use as a three-dimensional platform to study how microenvironmental and immune factors affect OS tumor progression. We form eBM by implanting acellular bone-forming materials in mice and explanting the cellularized constructs after 8 wk for study. We interrogate the influence of the anatomical implantation site on eBM tissue quality, test ex vivo stability under normoxic (5% O2) and standard (21% O2) culture conditions, culture OS cells within these constructs, and compare them to human OS samples. We show that eBM stably recapitulates the composition of native bone marrow. OS cells exhibit differential behavior dependent on metastatic potential when cultured in eBM, thus mimicking in vivo conditions. Furthermore, we highlight the clinical applicability of eBM as a drug-screening platform through doxorubicin treatment and show that eBM confers a protective effect on OS cells that parallel clinical responses. Combined, this work presents eBM as a cellular construct that mimics the complex bone marrow environment that is useful for mechanistic bone cancer research and drug screening.
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Affiliation(s)
- Katherine H. Griffin
- Department of Orthopaedic Surgery, University of California Davis Health, Sacramento, CA95817
- School of Veterinary Medicine, University of California, Davis, CA95616
| | - Steven W. Thorpe
- Department of Orthopaedic Surgery, University of California Davis Health, Sacramento, CA95817
| | - Aimy Sebastian
- Physical and Life Sciences, Lawrence Livermore National Laboratory, Livermore, CA94550
| | - Nicholas R. Hum
- Physical and Life Sciences, Lawrence Livermore National Laboratory, Livermore, CA94550
| | - Thomas P. Coonan
- Department of Biomedical Engineering, University of California, Davis, CA95616
| | - Isabel S. Sagheb
- Department of Biomedical Engineering, University of California, Davis, CA95616
| | - Gabriela G. Loots
- Department of Orthopaedic Surgery, University of California Davis Health, Sacramento, CA95817
- Physical and Life Sciences, Lawrence Livermore National Laboratory, Livermore, CA94550
| | - R. Lor Randall
- Department of Orthopaedic Surgery, University of California Davis Health, Sacramento, CA95817
| | - J. Kent Leach
- Department of Orthopaedic Surgery, University of California Davis Health, Sacramento, CA95817
- Department of Biomedical Engineering, University of California, Davis, CA95616
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Mendez ME, Murugesh DK, Christiansen BA, Loots GG. Antibiotic Treatment Prior to Injury Abrogates the Detrimental Effects of LPS in STR/ort Mice Susceptible to Osteoarthritis Development. JBMR Plus 2023; 7:e10759. [PMID: 37614305 PMCID: PMC10443070 DOI: 10.1002/jbm4.10759] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Revised: 04/08/2023] [Accepted: 04/12/2023] [Indexed: 08/25/2023] Open
Abstract
Post traumatic osteoarthritis (PTOA) is a form of secondary osteoarthritis (OA) that develops in ~50% of cases of severe articular joint injuries and leads to chronic and progressive degradation of articular cartilage and other joint tissues. PTOA progression can be exacerbated by repeated injury and systemic inflammation. Few studies have examined approaches for blunting or slowing down PTOA progression with emphasis on systemic inflammation; most arthritis studies focused on the immune system have been in the context of rheumatoid arthritis. To examine how the gut microbiome affects systemic inflammation during PTOA development, we used a chronic antibiotic treatment regimen starting at weaning for 6 weeks before anterior cruciate ligament (ACL) rupture in STR/ort mice combined with lipopolysaccharide (LPS)-induced systemic inflammation. STR/ort mice develop spontaneous OA as well as a more severe PTOA phenotype than C57Bl/6J mice. By 6 weeks post injury, histological examination showed a more robust cartilage staining in the antibiotic-treated (AB) STR/ort mice than in the untreated STR/ort controls. Furthermore, we also examined the effects of AB treatment on systemic inflammation and found that the effects of LPS administration before injury are also blunted by AB treatment in STR/ort mice. The AB- or AB+LPS-treated STR/ort injured joints more closely resembled the C57Bl/6J VEH OA phenotypes than the vehicle- or LPS-treated STR/ort, suggesting that antibiotic treatment has the potential to slow disease progression and should be further explored therapeutically as prophylactic post injury. © 2023 The Authors. JBMR Plus published by Wiley Periodicals LLC on behalf of American Society for Bone and Mineral Research.
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Affiliation(s)
- Melanie E Mendez
- Lawrence Livermore National Laboratories, Physical and Life Sciences DirectorateLivermoreCAUSA
| | - Deepa K Murugesh
- Lawrence Livermore National Laboratories, Physical and Life Sciences DirectorateLivermoreCAUSA
| | - Blaine A Christiansen
- Department of Orthopaedic SurgeryUniversity of California Davis HealthSacramentoCAUSA
| | - Gabriela G Loots
- Lawrence Livermore National Laboratories, Physical and Life Sciences DirectorateLivermoreCAUSA
- Department of Orthopaedic SurgeryUniversity of California Davis HealthSacramentoCAUSA
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Choi RB, Hoggatt AM, Horan DJ, Rogers EZ, Loots GG, Robling AG. Sostdc1 Suppression in the Absence of Sclerostin Potentiates Anabolic Action of Cortical Bone in Mice. J Bone Miner Res 2023; 38:765-774. [PMID: 36891756 PMCID: PMC10830127 DOI: 10.1002/jbmr.4798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 02/18/2023] [Accepted: 03/02/2023] [Indexed: 03/10/2023]
Abstract
The development of Wnt-based osteoanabolic agents has progressed rapidly in recent years, given the potent effects of Wnt modulation on bone homeostasis. Simultaneous pharmacologic inhibition of the Wnt antagonists sclerostin and Dkk1 can be optimized to create potentiated effects in the cancellous bone compartment. We looked for other candidates that might be co-inhibited along with sclerostin to potentiate the effects in the cortical compartment. Sostdc1 (Wise), like sclerostin and Dkk1, also binds and inhibits Lrp5/6 coreceptors to impair canonical Wnt signaling, but Sostdc1 has greater effects in the cortical bone. To test this concept, we deleted Sostdc1 and Sost from mice and measured the skeletal effects in cortical and cancellous compartments individually. Sost deletion alone produced high bone mass in all compartments, whereas Sostdc1 deletion alone had no measurable effects on either envelope. Mice with codeletion of Sostdc1 and Sost had high bone mass and increased cortical properties (bone mass, formation rates, mechanical properties), but only among males. Combined administration of sclerostin antibody and Sostdc1 antibody in wild-type female mice produced potentiation of cortical bone gain despite no effect of Sostdc1 antibody alone. In conclusion, Sostdc1 inhibition/deletion can work in concert with sclerostin deficiency to improve cortical bone properties. © 2023 The Authors. Journal of Bone and Mineral Research published by Wiley Periodicals LLC on behalf of American Society for Bone and Mineral Research (ASBMR).
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Affiliation(s)
- Roy B. Choi
- Department of Anatomy, Cell Biology & Physiology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - April M. Hoggatt
- Department of Anatomy, Cell Biology & Physiology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Daniel J. Horan
- Department of Anatomy, Cell Biology & Physiology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Emily Z. Rogers
- Department of Anatomy, Cell Biology & Physiology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Gabriela G. Loots
- Department of Orthopaedic Surgery, School of Medicine, UC Davis Health, Sacramento, CA, USA
| | - Alexander G. Robling
- Department of Anatomy, Cell Biology & Physiology, Indiana University School of Medicine, Indianapolis, IN, USA
- Richard L. Roudebush Veterans Affairs Medical Center, Indianapolis, IN, USA
- Department of Biomedical Engineering, Indiana University–Purdue University at Indianapolis, Indianapolis, IN, USA
- Indiana Center for Musculoskeletal Health, Indianapolis, IN, USA
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Campbell K, Groshen S, Evans AC, Wilson S, Sebastian A, Loots GG, Marachelian A, Armant M, Pal S, Haas-Kogan DA, Park JR, Granger M, Matthay KK, Coleman MA, DuBois SG. Modulation of Radiation Biomarkers in a Randomized Phase II Study of 131I-MIBG With or Without Radiation Sensitizers for Relapsed or Refractory Neuroblastoma. Int J Radiat Oncol Biol Phys 2023; 115:1115-1128. [PMID: 36526235 DOI: 10.1016/j.ijrobp.2022.11.045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Revised: 10/12/2022] [Accepted: 11/30/2022] [Indexed: 12/14/2022]
Abstract
PURPOSE 131I-metaiodobenzylguanidine (131I-MIBG) has demonstrated efficacy as a single agent in neuroblastoma. Recent trials have focused on 131I-MIBG combination strategies, though little is known about the effect of putative radiosensitizers on biological markers of radiation exposure. METHODS AND MATERIALS NANT2011-01 evaluated 131I-MIBG therapy alone (arm A) or in combination with vincristine/irinotecan (arm B) or vorinostat (arm C) for patients with relapsed or refractory neuroblastoma. Blood samples were collected before and after 131I-MIBG infusion to determine levels of radiation-associated biomarkers (transcript and protein). The association of biomarker with treatment arm, clinical response, and treatment toxicity was analyzed. RESULTS The cohort included 99 patients who had at least 1 biomarker available for analysis. Significant modulation in most biomarkers between baseline, 72, and 96 hours following 131I-MIBG was observed. Patients in arm C had the lowest degree of modulation in FLT3 ligand protein. Lower baseline BCL2 transcript levels were associated with higher overall response. Patients with greater increases in FLT3 ligand at 96 hours after 131I-MIBG therapy were significantly more likely to have grade 4 thrombocytopenia. Peripheral blood gene expression of the BCL2 family of apoptotic markers (BCL2L1 and BAX transcripts) was significantly associated with grade 4 hematologic toxicity. RNA sequencing demonstrated little overlap in the top modulated peripheral blood transcripts between randomized arms. CONCLUSIONS Peripheral blood biomarkers relevant to radiation exposure demonstrate significant modulation after 131I-MIBG and concomitant radiation sensitizers affect extent of modulation. Biomarkers related to hematopoietic damage and apoptosis were associated with hematologic toxicity.
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Affiliation(s)
- Kevin Campbell
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center and Harvard Medical School, Boston, Massachusetts
| | - Susan Groshen
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Angela C Evans
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, California; Department of Radiation Oncology, University of California, Davis School of Medicine, Sacramento, California
| | - Stephen Wilson
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, California
| | - Aimy Sebastian
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, California
| | - Gabriela G Loots
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, California
| | | | - Myriam Armant
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center and Harvard Medical School, Boston, Massachusetts
| | - Sharmistha Pal
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts
| | - Daphne A Haas-Kogan
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts
| | - Julie R Park
- Seattle Children's Hospital, Fred Hutchinson Cancer Research Center, University of Washington, Seattle, Washington
| | - Meaghan Granger
- Hematology and Oncology Center, Cook Children's Medical Center, Fort Worth, Texas
| | - Katherine K Matthay
- Department of Pediatrics and Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, California
| | - Matthew A Coleman
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, California; Department of Radiation Oncology, University of California, Davis School of Medicine, Sacramento, California
| | - Steven G DuBois
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center and Harvard Medical School, Boston, Massachusetts.
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10
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Mendoza SV, Murugesh DK, Christiansen BA, Genetos ZO, Loots GG, Genetos DC, Yellowley CE. Degradation-Resistant Hypoxia Inducible Factor-2α in Murine Osteocytes Promotes a High Bone Mass Phenotype. JBMR Plus 2023; 7:e10724. [PMID: 37065633 PMCID: PMC10097640 DOI: 10.1002/jbm4.10724] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Revised: 12/22/2022] [Accepted: 01/18/2023] [Indexed: 01/26/2023] Open
Abstract
Molecular oxygen levels vary during development and disease. Adaptations to decreased oxygen bioavailability (hypoxia) are mediated by hypoxia-inducible factor (HIF) transcription factors. HIFs are composed of an oxygen-dependent α subunit (HIF-α), of which there are two transcriptionally active isoforms (HIF-1α and HIF-2α), and a constitutively expressed β subunit (HIFβ). Under normoxic conditions, HIF-α is hydroxylated via prolyl hydroxylase domain (PHD) proteins and targeted for degradation via Von Hippel-Lindau (VHL). Under hypoxic conditions, hydroxylation via PHD is inhibited, allowing for HIF-α stabilization and induction of target transcriptional changes. Our previous studies showed that Vhl deletion in osteocytes (Dmp1-cre; Vhl f/f ) resulted in HIF-α stabilization and generation of a high bone mass (HBM) phenotype. The skeletal impact of HIF-1α accumulation has been well characterized; however, the unique skeletal impacts of HIF-2α remain understudied. Because osteocytes orchestrate skeletal development and homeostasis, we investigated the role of osteocytic HIF-α isoforms in driving HBM phenotypes via osteocyte-specific loss-of-function and gain-of-function HIF-1α and HIF-2α mutations in C57BL/6 female mice. Deletion of Hif1a or Hif2a in osteocytes showed no effect on skeletal microarchitecture. Constitutively stable, degradation-resistant HIF-2α (HIF-2α cDR), but not HIF-1α cDR, generated dramatic increases in bone mass, enhanced osteoclast activity, and expansion of metaphyseal marrow stromal tissue at the expense of hematopoietic tissue. Our studies reveal a novel influence of osteocytic HIF-2α in driving HBM phenotypes that can potentially be harnessed pharmacologically to improve bone mass and reduce fracture risk. © 2023 The Authors. JBMR Plus published by Wiley Periodicals LLC on behalf of American Society for Bone and Mineral Research.
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Affiliation(s)
- Sarah V. Mendoza
- Department of Anatomy, Physiology, and Cell Biology, School of Veterinary MedicineUniversity of California DavisDavisCAUSA
| | - Deepa K. Murugesh
- Lawrence Livermore National LaboratoriesPhysical and Life Sciences DirectorateLivermoreCAUSA
| | | | - Zoe O. Genetos
- Department of Anatomy, Physiology, and Cell Biology, School of Veterinary MedicineUniversity of California DavisDavisCAUSA
| | - Gabriela G. Loots
- Lawrence Livermore National LaboratoriesPhysical and Life Sciences DirectorateLivermoreCAUSA
| | - Damian C. Genetos
- Department of Anatomy, Physiology, and Cell Biology, School of Veterinary MedicineUniversity of California DavisDavisCAUSA
| | - Clare E. Yellowley
- Department of Anatomy, Physiology, and Cell Biology, School of Veterinary MedicineUniversity of California DavisDavisCAUSA
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11
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Cunningham HC, Orr S, Murugesh DK, Hsia AW, Osipov B, Go L, Wu PH, Wong A, Loots GG, Kazakia GJ, Christiansen BA. Differential bone adaptation to mechanical unloading and reloading in young, old, and osteocyte deficient mice. Bone 2023; 167:116646. [PMID: 36529445 PMCID: PMC10077944 DOI: 10.1016/j.bone.2022.116646] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Revised: 12/09/2022] [Accepted: 12/12/2022] [Indexed: 12/23/2022]
Abstract
Mechanical unloading causes rapid loss of bone structure and strength, which gradually recovers after resuming normal loading. However, it is not well established how this adaptation to unloading and reloading changes with age. Clinically, elderly patients are more prone to musculoskeletal injury and longer periods of bedrest, therefore it is important to understand how periods of disuse will affect overall skeletal health of aged subjects. Bone also undergoes an age-related decrease in osteocyte density, which may impair mechanoresponsiveness. In this study, we examined bone adaptation during unloading and subsequent reloading in mice. Specifically, we examined the differences in bone adaptation between young mice (3-month-old), old mice (18-month-old), and transgenic mice that exhibit diminished osteocyte density at a young age (3-month-old BCL-2 transgenic mice). Mice underwent 14 days of hindlimb unloading followed by up to 14 days of reloading. We analyzed trabecular and cortical bone structure in the femur, mechanical properties of the femoral cortical diaphysis, osteocyte density and cell death in cortical bone, and serum levels of inflammatory cytokines. We found that young mice lost ~10% cortical bone volume and 27-42% trabecular bone volume during unloading and early reloading, with modest recovery of metaphyseal trabecular bone and near total recovery of epiphyseal trabecular bone, but no recovery of cortical bone after 14 days of reloading. Old mice lost 12-14% cortical bone volume and 35-50% trabecular bone volume during unloading and early reloading but had diminished recovery of trabecular bone during reloading and no recovery of cortical bone. In BCL-2 transgenic mice, no cortical bone loss was observed during unloading or reloading, but 28-31% trabecular bone loss occurred during unloading and early reloading, with little to no recovery during reloading. No significant differences in circulating inflammatory cytokine levels were observed due to unloading and reloading in any of the experimental groups. These results illustrate important differences in bone adaptation in older and osteocyte deficient mice, suggesting a possible period of vulnerability in skeletal health in older subjects during and following a period of disuse that may affect skeletal health in elderly patients.
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Affiliation(s)
- Hailey C Cunningham
- University of California Davis Health, Department of Orthopaedic Surgery, 2700 Stockton Blvd, Suite 2301, Sacramento, CA 95817, United States of America
| | - Sophie Orr
- University of California Davis Health, Department of Orthopaedic Surgery, 2700 Stockton Blvd, Suite 2301, Sacramento, CA 95817, United States of America
| | - Deepa K Murugesh
- Lawrence Livermore National Laboratory, 7000 East Avenue, L-452, Livermore, CA 94550, United States of America
| | - Allison W Hsia
- University of California Davis Health, Department of Orthopaedic Surgery, 2700 Stockton Blvd, Suite 2301, Sacramento, CA 95817, United States of America
| | - Benjamin Osipov
- University of California Davis Health, Department of Orthopaedic Surgery, 2700 Stockton Blvd, Suite 2301, Sacramento, CA 95817, United States of America
| | - Lauren Go
- University of California San Francisco, Department of Radiology & Biomedical Imaging, 185 Berry Street, Bldg B, San Francisco, CA 94158, United States of America
| | - Po Hung Wu
- University of California San Francisco, Department of Radiology & Biomedical Imaging, 185 Berry Street, Bldg B, San Francisco, CA 94158, United States of America
| | - Alice Wong
- University of California Davis, School of Veterinary Medicine, 1285 Veterinary Medicine Dr, Bldg VM3A, Rm 4206, Davis, CA 95616, United States of America
| | - Gabriela G Loots
- University of California Davis Health, Department of Orthopaedic Surgery, 2700 Stockton Blvd, Suite 2301, Sacramento, CA 95817, United States of America; Lawrence Livermore National Laboratory, 7000 East Avenue, L-452, Livermore, CA 94550, United States of America
| | - Galateia J Kazakia
- University of California San Francisco, Department of Radiology & Biomedical Imaging, 185 Berry Street, Bldg B, San Francisco, CA 94158, United States of America
| | - Blaine A Christiansen
- University of California Davis Health, Department of Orthopaedic Surgery, 2700 Stockton Blvd, Suite 2301, Sacramento, CA 95817, United States of America.
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12
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McCool JL, Hum NR, Sebastian A, Loots GG. Isolation of Murine Articular Chondrocytes for Single-Cell RNA or Bulk RNA Sequencing Analysis. Methods Mol Biol 2023; 2598:187-196. [PMID: 36355293 DOI: 10.1007/978-1-0716-2839-3_14] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
Single-cell RNA sequencing (scRNA-seq) is highly dependent on cellular composition of a tissue of interest. For soft tissues, isolation of individual cells from the extracellular matrix (ECM) while retaining viability and minimizing degradation within subpopulations is well established. In contrast, articular cartilage is comprised of sparsely positioned chondrocytes embedded within a dense ECM high in glycosaminoglycans, proteoglycans, and many fibrous proteins such as collagens, elastin, fibronectin, and laminins. This densely packed ECM makes it difficult to isolate viable chondrocytes for further single-cell analysis. This protocol highlights a successful technique optimized for isolating chondrocytes from the articulated joints of rodent animal models using a series of enzymatic digestions and chondrocyte enrichment using a double negative selection process through florescence-activated cell sorting (FACS).
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Affiliation(s)
- Jillian L McCool
- Physical and Life Science Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA
- School of Natural Sciences, University of California Merced, Merced, CA, USA
| | - Nicholas R Hum
- Physical and Life Science Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA
| | - Aimy Sebastian
- Physical and Life Science Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA
| | - Gabriela G Loots
- Physical and Life Science Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA.
- School of Natural Sciences, University of California Merced, Merced, CA, USA.
- Department of Orthopaedic Surgery, University of California Davis Health, Sacramento, USA.
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13
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Lam D, Sebastian A, Bogguri C, Hum NR, Ladd A, Cadena J, Valdez CA, Fischer NO, Loots GG, Enright HA. Dose-dependent consequences of sub-chronic fentanyl exposure on neuron and glial co-cultures. Front Toxicol 2022; 4:983415. [PMID: 36032789 PMCID: PMC9403314 DOI: 10.3389/ftox.2022.983415] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Accepted: 07/20/2022] [Indexed: 11/13/2022] Open
Abstract
Fentanyl is one of the most common opioid analgesics administered to patients undergoing surgery or for chronic pain management. While the side effects of chronic fentanyl abuse are recognized (e.g., addiction, tolerance, impairment of cognitive functions, and inhibit nociception, arousal, and respiration), it remains poorly understood what and how changes in brain activity from chronic fentanyl use influences the respective behavioral outcome. Here, we examined the functional and molecular changes to cortical neural network activity following sub-chronic exposure to two fentanyl concentrations, a low (0.01 μM) and high (10 μM) dose. Primary rat co-cultures, containing cortical neurons, astrocytes, and oligodendrocyte precursor cells, were seeded in wells on either a 6-well multi-electrode array (MEA, for electrophysiology) or a 96-well tissue culture plate (for serial endpoint bulk RNA sequencing analysis). Once networks matured (at 28 days in vitro), co-cultures were treated with 0.01 or 10 μM of fentanyl for 4 days and monitored daily. Only high dose exposure to fentanyl resulted in a decline in features of spiking and bursting activity as early as 30 min post-exposure and sustained for 4 days in cultures. Transcriptomic analysis of the complex cultures after 4 days of fentanyl exposure revealed that both the low and high dose induced gene expression changes involved in synaptic transmission, inflammation, and organization of the extracellular matrix. Collectively, the findings of this in vitro study suggest that while neuroadaptive changes to neural network activity at a systems level was detected only at the high dose of fentanyl, transcriptomic changes were also detected at the low dose conditions, suggesting that fentanyl rapidly elicits changes in plasticity.
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Affiliation(s)
- Doris Lam
- Biosciences and Biotechnology Division, Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, United States
| | - Aimy Sebastian
- Biosciences and Biotechnology Division, Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, United States
| | - Chandrakumar Bogguri
- Biosciences and Biotechnology Division, Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, United States
| | - Nicholas R. Hum
- Biosciences and Biotechnology Division, Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, United States
| | - Alexander Ladd
- Computational Engineering Division, Engineering Directorate, Lawrence Livermore National Laboratory, Livermore, CA, United States
| | - Jose Cadena
- Computational Engineering Division, Engineering Directorate, Lawrence Livermore National Laboratory, Livermore, CA, United States
| | - Carlos A. Valdez
- Nuclear and Chemical Sciences Division, Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, United States
| | - Nicholas O. Fischer
- Biosciences and Biotechnology Division, Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, United States
| | - Gabriela G. Loots
- Biosciences and Biotechnology Division, Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, United States
| | - Heather A. Enright
- Biosciences and Biotechnology Division, Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, United States
- *Correspondence: Heather A. Enright,
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14
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Sebastian A, Hum NR, McCool JL, Wilson SP, Murugesh DK, Martin KA, Rios-Arce ND, Amiri B, Christiansen BA, Loots GG. Single-cell RNA-Seq reveals changes in immune landscape in post-traumatic osteoarthritis. Front Immunol 2022; 13:938075. [PMID: 35967299 PMCID: PMC9373730 DOI: 10.3389/fimmu.2022.938075] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Accepted: 07/06/2022] [Indexed: 12/13/2022] Open
Abstract
Osteoarthritis (OA) is the most common joint disease, affecting over 300 million people world-wide. Accumulating evidence attests to the important roles of the immune system in OA pathogenesis. Understanding the role of various immune cells in joint degeneration or joint repair after injury is vital for improving therapeutic strategies for treating OA. Post-traumatic osteoarthritis (PTOA) develops in ~50% of individuals who have experienced an articular trauma like an anterior cruciate ligament (ACL) rupture. Here, using the high resolution of single-cell RNA sequencing, we delineated the temporal dynamics of immune cell accumulation in the mouse knee joint after ACL rupture. Our study identified multiple immune cell types in the joint including neutrophils, monocytes, macrophages, B cells, T cells, NK cells and dendritic cells. Monocytes and macrophage populations showed the most dramatic changes after injury. Further characterization of monocytes and macrophages reveled 9 major subtypes with unique transcriptomics signatures, including a tissue resident Lyve1hiFolr2hi macrophage population and Trem2hiFcrls+ recruited macrophages, both showing enrichment for phagocytic genes and growth factors such as Igf1, Pdgfa and Pdgfc. We also identified several genes induced or repressed after ACL injury in a cell type-specific manner. This study provides new insight into PTOA-associated changes in the immune microenvironment and highlights macrophage subtypes that may play a role in joint repair after injury.
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Affiliation(s)
- Aimy Sebastian
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, United States
- *Correspondence: Aimy Sebastian, ; Gabriela G. Loots,
| | - Nicholas R. Hum
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, United States
| | - Jillian L. McCool
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, United States
- School of Natural Sciences, University of California Merced, Merced, CA, United States
| | - Stephen P. Wilson
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, United States
| | - Deepa K. Murugesh
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, United States
| | - Kelly A. Martin
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, United States
| | - Naiomy Deliz Rios-Arce
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, United States
| | - Beheshta Amiri
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, United States
| | - Blaine A. Christiansen
- Department of Orthopaedic Surgery, University of California Davis Health, Sacramento, CA, United States
| | - Gabriela G. Loots
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, United States
- School of Natural Sciences, University of California Merced, Merced, CA, United States
- *Correspondence: Aimy Sebastian, ; Gabriela G. Loots,
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15
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Hum NR, Sebastian A, Martin KA, Rios-Arce ND, Gilmore SF, Gravano DM, Wheeler EK, Coleman MA, Loots GG. IL-17A Increases Doxorubicin Efficacy in Triple Negative Breast Cancer. Front Oncol 2022; 12:928474. [PMID: 35924165 PMCID: PMC9340269 DOI: 10.3389/fonc.2022.928474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Accepted: 05/25/2022] [Indexed: 11/24/2022] Open
Abstract
Due to lack of targetable receptors and intertumoral heterogeneity, triple negative breast cancer (TNBC) remains particularly difficult to treat. Doxorubicin (DOX) is typically used as nonselective neoadjuvant chemotherapy, but the diversity of treatment efficacy remains unclear. Comparable to variability in clinical response, an experimental model of TNBC using a 4T1 syngeneic mouse model was found to elicit a differential response to a seven-day treatment regimen of DOX. Single-cell RNA sequencing identified an increase in T cells in tumors that responded to DOX treatment compared to tumors that continued to grow uninhibited. Additionally, compared to resistant tumors, DOX sensitive tumors contained significantly more CD4 T helper cells (339%), γδ T cells (727%), Naïve T cells (278%), and activated CD8 T cells (130%). Furthermore, transcriptional profiles of tumor infiltrated T cells in DOX responsive tumors revealed decreased exhaustion, increased chemokine/cytokine expression, and increased activation and cytotoxic activity. γδ T cell derived IL-17A was identified to be highly abundant in the sensitive tumor microenvironment. IL-17A was also found to directly increase sensitivity of TNBC cells in combination with DOX treatment. In TNBC tumors sensitive to DOX, increased IL-17A levels lead to a direct effect on cancer cell responsiveness and chronic stimulation of tumor infiltrated T cells leading to improved chemotherapeutic efficacy. IL-17A’s role as a chemosensitive cytokine in TNBC may offer new opportunities for treating chemoresistant breast tumors and other cancer types.
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Affiliation(s)
- Nicholas R. Hum
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, United States
- Stem Cell Instrumentation Foundry, University of California Merced, Merced, CA, United States
| | - Aimy Sebastian
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, United States
| | - Kelly A. Martin
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, United States
| | - Naiomy D. Rios-Arce
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, United States
| | - Sean F. Gilmore
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, United States
| | - David M. Gravano
- Stem Cell Instrumentation Foundry, University of California Merced, Merced, CA, United States
| | - Elizabeth K. Wheeler
- Engineering Directorate, Lawrence Livermore National Laboratory, Livermore, CA, United States
| | - Matthew A. Coleman
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, United States
- Department of Radiation Oncology, University of California Davis, Sacramento, CA, United States
| | - Gabriela G. Loots
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, United States
- Stem Cell Instrumentation Foundry, University of California Merced, Merced, CA, United States
- *Correspondence: Gabriela G. Loots,
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Hum NR, Leon NF, Sebastian A, Martin KA, Loots GG. Abstract 3136: Molecular characterization of the effects of cancer-derived exosomes on murine lung cancer tumors. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-3136] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Lung cancer is the second most diagnosed type of cancer and is the leading cause of cancer-related deaths in both men and women. An estimated 235,760 new cases of lung cancer and 131,880 lung cancer deaths are expected this year accounting for 12% of new cancer cases and 22% of cancer deaths in the United States. Exosomes are secreted vesicles that contain selectively packaged biomaterials (protein, lipids, and RNA) and serve as a form of extracellular communication between cells in the tumor microenvironment. Previous studies have shown the effects of cancer-derived exosomes on specific cell types or gross tumor response in vivo yet, the competitive nature and dynamics of exosomal uptake in the tumor microenvironment remains largely unknown. This work seeks to identify molecular responses induced by cancer-derived exosomes on cells residing in the tumor microenvironment.
In order to control tumor cell exposure to cancer-derived exosomes, heterogeneous ex vivo cultures derived from subcutaneous Lewis lung carcinoma (LLC) tumors in C57BL6 mice were exposed to fluorescently dyed LLC exosomes for up to 72 hours. Flow cytometric analysis was performed to identify preferential uptake of cancer exosomes into the stromal subpopulations of tumor cells. Increased uptake was observed throughout the duration of the exposure and preferential uptake was observed into neutrophils, macrophages, and endothelial cells while cancer cells, fibroblasts, and lymphocytes were underrepresented in the exosome uptaken population. Additionally, single cell RNA-sequencing was performed 24 hours post-exosomal exposure to identify transcriptional changes promoted by cancer exosome uptake. We found tumor-derived cancer cells to up-regulate transcripts associated with proliferation and down-regulated genes associated with interferon signaling in response to exosome uptake.
These preliminary findings suggest that cancer-derived exosomes have targeted effects on specific cell types in the tumor microenvironment. Specifically in cancer cells, exosomal uptake can elicit protumor (cancer proliferation and immune suppression via decreased interferon signaling) effects that may serve as mediators of disease progression. An understanding of both cancer and host-derived exosomal response to disease progression may identify novel biomarkers and potential therapeutic targets previously undiscovered using canonical discovery methods.
This study received funding from LLNL LDRD grant 21-LW-028. This work was conducted under the auspices of the USDOE by LLNL (DE-AC52-07NA27344). LLNL-ABS-829271
Citation Format: Nicholas R. Hum, Nicole F. Leon, Aimy Sebastian, Kelly A. Martin, Gabriela G. Loots. Molecular characterization of the effects of cancer-derived exosomes on murine lung cancer tumors [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 3136.
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Hum NR, Bourguet FA, Sebastian A, Lam D, Phillips AM, Sanchez KR, Rasley A, Loots GG, Weilhammer DR. MAVS mediates a protective immune response in the brain to Rift Valley fever virus. PLoS Pathog 2022; 18:e1010231. [PMID: 35584192 PMCID: PMC9154093 DOI: 10.1371/journal.ppat.1010231] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Revised: 05/31/2022] [Accepted: 04/25/2022] [Indexed: 12/13/2022] Open
Abstract
Rift Valley fever virus (RVFV) is a highly pathogenic mosquito-borne virus capable of causing hepatitis, encephalitis, blindness, hemorrhagic syndrome, and death in humans and livestock. Upon aerosol infection with RVFV, the brain is a major site of viral replication and tissue damage, yet pathogenesis in this organ has been understudied. Here, we investigated the immune response in the brain of RVFV infected mice. In response to infection, microglia initiated robust transcriptional upregulation of antiviral immune genes, as well as increased levels of activation markers and cytokine secretion that is dependent on mitochondrial antiviral-signaling protein (MAVS) and independent of toll-like receptors 3 and 7. In vivo, Mavs-/- mice displayed enhanced susceptibility to RVFV as determined by increased brain viral burden and higher mortality. Single-cell RNA sequence analysis identified defects in type I interferon and interferon responsive gene expression within microglia in Mavs-/- mice, as well as dysregulated lymphocyte infiltration. The results of this study provide a crucial step towards understanding the precise molecular mechanisms by which RVFV infection is controlled in the brain and will help inform the development of vaccines and antiviral therapies that are effective in preventing encephalitis. Rift Valley fever virus causes severe disease in humans and livestock and in some cases can be fatal. There is concern about the use of Rift Valley fever virus as a bioweapon since it can be transmitted through the air, and there are no vaccines or antiviral treatments. Airborne transmission of the virus causes severe inflammation of the brain, yet little is known about the immune response against the virus in this organ. Here, we investigated the immune response in the brain to Rift Valley fever virus following intranasal infection. We determined that microglia, the resident immune cells of the brain, initiate a robust response to Rift Valley fever virus infection and identified a key immune pathway that is critical for the ability of microglia to respond to infection. When this immune pathway is rendered non-functional, mice have a dysregulated response to infection in the brain. This study provides insight into how the immune response can control Rift Valley fever virus infection of the brain.
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Affiliation(s)
- Nicholas R. Hum
- Biosciences and Biotechnology Division, Lawrence Livermore National Laboratory, Livermore, California, United States of America
| | - Feliza A. Bourguet
- Biosciences and Biotechnology Division, Lawrence Livermore National Laboratory, Livermore, California, United States of America
| | - Aimy Sebastian
- Biosciences and Biotechnology Division, Lawrence Livermore National Laboratory, Livermore, California, United States of America
| | - Doris Lam
- Biosciences and Biotechnology Division, Lawrence Livermore National Laboratory, Livermore, California, United States of America
| | - Ashlee M. Phillips
- Biosciences and Biotechnology Division, Lawrence Livermore National Laboratory, Livermore, California, United States of America
| | - Kristina R. Sanchez
- Biosciences and Biotechnology Division, Lawrence Livermore National Laboratory, Livermore, California, United States of America
| | - Amy Rasley
- Biosciences and Biotechnology Division, Lawrence Livermore National Laboratory, Livermore, California, United States of America
| | - Gabriela G. Loots
- Biosciences and Biotechnology Division, Lawrence Livermore National Laboratory, Livermore, California, United States of America
- School of Natural Sciences, University of California Merced, Merced, California, United States of America
| | - Dina R. Weilhammer
- Biosciences and Biotechnology Division, Lawrence Livermore National Laboratory, Livermore, California, United States of America
- * E-mail:
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18
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Rios‐Arce ND, Hum NR, Loots GG. Interactions between diabetes mellitus and osteoarthritis; from animal studies to clinical data. JBMR Plus 2022; 6:e10626. [PMID: 35509632 PMCID: PMC9059469 DOI: 10.1002/jbm4.10626] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Revised: 03/23/2022] [Accepted: 03/30/2022] [Indexed: 01/15/2023] Open
Abstract
Diabetes mellitus (DM) and osteoarthritis (OA) are commonly known metabolic diseases that affect a large segment of the world population. These two conditions share several risk factors such as obesity and aging; however, there is still no consensus regarding the direct role of DM on OA development and progression. Interestingly, both animal and human studies have yielded conflicting results, with some showing a significant role for DM in promoting OA, while others found no significant interactions between these conditions. In this review, we will discuss preclinical and clinical data that assessed the interaction between DM and OA. We will also discuss possible mechanisms associated with the effect of high glucose on the articular cartilage and chondrocytes. An emerging theme dominates the breath of published work in this area: most of the studies discussed in this review do not take into consideration the role of other factors such as the type of diabetes, age, biological sex, type of animal model, body mass index, and the use of pain medications when analyzing and interpreting data. Therefore, future studies should be more rigorous when designing experiments looking at DM and its effects on OA and should carefully account for these confounding factors, so that better approaches can be developed for monitoring and treating patients at risk of OA and DM. © 2022 The Authors. JBMR Plus published by Wiley Periodicals LLC on behalf of American Society for Bone and Mineral Research.
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Affiliation(s)
- Naiomy D. Rios‐Arce
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratories Livermore CA USA
| | - Nicholas R. Hum
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratories Livermore CA USA
| | - Gabriela G. Loots
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratories Livermore CA USA
- Molecular and Cell Biology, School of Natural Sciences University of California Merced Merced CA USA
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Emami AJ, Sebastian A, Lin YY, Yee CS, Osipov B, Loots GG, Alliston T, Christiansen BA. Altered canalicular remodeling associated with femur fracture in mice. J Orthop Res 2022; 40:891-900. [PMID: 34129247 PMCID: PMC8671555 DOI: 10.1002/jor.25119] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 05/05/2021] [Accepted: 05/31/2021] [Indexed: 02/04/2023]
Abstract
We previously showed that femur fracture in mice caused a reduction in bone volume at distant skeletal sites within 2 weeks post-fracture. Osteocytes also have the ability to remodel their surrounding bone matrix through perilacunar/canalicular remodeling (PLR). If PLR is altered systemically following fracture, this could affect bone mechanical properties and increase fracture risk at all skeletal sites. In this study, we investigated whether lacunar-canalicular microstructure and the rate of PLR are altered in the contralateral limb following femoral fracture in mice. We hypothesized that femoral fracture would accelerate PLR by 2 weeks postfracture, followed by partial recovery by 4 weeks. We used histological evaluation and high-resolution microcomputed tomography to quantify the morphology of the lacunar-canalicular network at the contralateral tibia, and we used quantitative real-time polymerase chain reaction (RT-PCR) and RNA-seq to measure the expression of PLR-associated genes in the contralateral femur. We found that at both 2 and 4 weeks postfracture, canalicular width was significantly increased by 18.6% and 16.6%, respectively, in fractured mice relative to unfractured controls. At 3 days and 4 weeks post-fracture, we observed downregulation of PLR-associated genes; RNA-seq analysis at 3 days post-fracture showed a deceleration of bone formation and mineralization in the contralateral limb. These data demonstrate notable canalicular changes following fracture that could affect bone mechanical properties. These findings expand our understanding of systemic effects of fracture and how biological and structural changes at distant skeletal sites may contribute to increased fracture risk following an acute injury.
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Affiliation(s)
- Armaun J. Emami
- University of California Davis Health, Department of Orthopaedic Surgery
| | - Aimy Sebastian
- Lawrence Livermore National Laboratory, Physical & Life Sciences Directorate
| | - Yu-Yang Lin
- University of California Davis Health, Department of Orthopaedic Surgery
| | - Cristal S. Yee
- University of California San Francisco, Department of Orthopaedic Surgery
| | - Benjamin Osipov
- University of California Davis Health, Department of Orthopaedic Surgery
| | - Gabriela G. Loots
- Lawrence Livermore National Laboratory, Physical & Life Sciences Directorate
| | - Tamara Alliston
- University of California San Francisco, Department of Orthopaedic Surgery
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20
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Rios‐Arce ND, Murugesh DK, Hum NR, Sebastian A, Jbeily EH, Christiansen BA, Loots GG. Pre‐existing Type 1 Diabetes Mellitus Blunts the Development of
Post‐Traumatic
Osteoarthritis. JBMR Plus 2022; 6:e10625. [PMID: 35509635 PMCID: PMC9059474 DOI: 10.1002/jbm4.10625] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Revised: 02/26/2022] [Accepted: 03/09/2022] [Indexed: 11/12/2022] Open
Affiliation(s)
- Naiomy D. Rios‐Arce
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratories Livermore CA USA
| | - Deepa K. Murugesh
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratories Livermore CA USA
| | - Nicholas R. Hum
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratories Livermore CA USA
| | - Aimy Sebastian
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratories Livermore CA USA
| | - Elias H. Jbeily
- Department of Orthopedic Surgery UC Davis Medical Center Sacramento CA USA
| | | | - Gabriela G. Loots
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratories Livermore CA USA
- Molecular and Cell Biology School of Natural Sciences, UC Merced Merced CA USA
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21
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Morrison KD, Martin KA, Wimpenny JB, Loots GG. Synthetic antibacterial minerals: harnessing a natural geochemical reaction to combat antibiotic resistance. Sci Rep 2022; 12:1218. [PMID: 35075234 PMCID: PMC8786894 DOI: 10.1038/s41598-022-05303-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [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: 08/26/2021] [Accepted: 12/15/2021] [Indexed: 01/14/2023] Open
Abstract
The overuse of antibiotics in clinical and livestock settings is accelerating the selection of multidrug resistant bacterial pathogens. Antibiotic resistant bacteria result in increased mortality and financial strain on the health care and livestock industry. The development of new antibiotics has stalled, and novel strategies are needed as we enter the age of antibiotic resistance. Certain naturally occurring clays have been shown to have antimicrobial properties and kill antibiotic resistant bacteria. Harnessing the activity of compounds within these clays that harbor antibiotic properties offers new therapeutic opportunities for fighting the potentially devastating effects of the post antibiotic era. However, natural samples are highly heterogenous and exhibit variable antibacterial effectiveness, therefore synthesizing minerals of high purity with reproducible antibacterial activity is needed. Here we describe for the first time synthetic smectite clay minerals and Fe-sulfide microspheres that reproduce the geochemical antibacterial properties observed in natural occurring clays. We show that these mineral formulations are effective at killing the ESKAPE pathogens (Enterococcus sp., Staphylococcus aureus, Klebsiella pneumoniae, Acinetobacter sp., Pseudomonas aeruginosa and Enterobacter sp.) by maintaining Fe2+ solubility and reactive oxygen species (ROS) production while buffering solution pH, unlike the application of metals alone. Our results represent the first step in utilizing a geochemical process to treat antibiotic resistant topical or gastrointestinal infections in the age of antibiotic resistance.
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Affiliation(s)
- Keith D Morrison
- Nuclear and Chemical Sciences Division, Physical and Life Sciences, Lawrence Livermore National Laboratory, Livermore, CA, 94550, USA.
| | - Kelly A Martin
- Biosciences and Biotechnology Division, Physical and Life Sciences, Lawrence Livermore National Laboratory, Livermore, CA, 94550, USA
| | - Josh B Wimpenny
- Nuclear and Chemical Sciences Division, Physical and Life Sciences, Lawrence Livermore National Laboratory, Livermore, CA, 94550, USA
| | - Gabriela G Loots
- Biosciences and Biotechnology Division, Physical and Life Sciences, Lawrence Livermore National Laboratory, Livermore, CA, 94550, USA
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22
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Robertson C, Sebastian A, Hinckley A, Rios-Arce ND, Hynes WF, Edwards SA, He W, Hum NR, Wheeler EK, Loots GG, Coleman MA, Moya ML. Extracellular matrix modulates T cell clearance of malignant cells in vitro. Biomaterials 2022; 282:121378. [PMID: 35121359 DOI: 10.1016/j.biomaterials.2022.121378] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Revised: 12/29/2021] [Accepted: 01/16/2022] [Indexed: 12/14/2022]
Abstract
Despite the success of T cell checkpoint therapies, breast cancers rarely express these immunotherapy markers and are believed to be largely "immune cold" with limited inflammation and immune activation. The reason for this limited immune activation remains poorly understood. We sought to determine whether extracellular matrix substrate could contribute to this limited immune activation. Specifically, we asked whether extracellular matrix could alter T cell cytotoxicity against malignant mammary gland carcinoma cells (MCC) in a setup designed to promote maximal T cell efficacy (i.e., rich media with abundant IL2, high ratio of T cells to MCC). We observed that T cell clearance of MCC varied from 0% in collagen 4 or 6 conditions to almost 100% in fibronectin or vitronectin. Transcriptomics revealed that T cell function was defective in MCC/T cell cocultures on collagen 4 (Col4), potentially corresponding to greater expression of cytokines MCC cultured in this environment. In contrast, transcriptomics revealed an effective, exhausted phenotype on vitronectin. The observation that Col4 induces T cell suppression suggests that targeting tumor-ECM interactions may permit new approaches for utilizing immunotherapy in tumors which do not provoke a strong immune response.
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Affiliation(s)
- Claire Robertson
- Materials Engineering Division, Engineering Directorate, LLNL,7000 East Ave, Livermore, CA, 94550, USA.
| | - Aimy Sebastian
- Biosciences and Biotechnology Division, Physical and Life Sciences Directorate, LLNL 7000 East Ave, Livermore, CA, 94550, USA
| | - Aubree Hinckley
- Biosciences and Biotechnology Division, Physical and Life Sciences Directorate, LLNL 7000 East Ave, Livermore, CA, 94550, USA
| | - Naiomy D Rios-Arce
- Biosciences and Biotechnology Division, Physical and Life Sciences Directorate, LLNL 7000 East Ave, Livermore, CA, 94550, USA
| | - William F Hynes
- Materials Engineering Division, Engineering Directorate, LLNL,7000 East Ave, Livermore, CA, 94550, USA
| | - Skye A Edwards
- Materials Engineering Division, Engineering Directorate, LLNL,7000 East Ave, Livermore, CA, 94550, USA; Biomedical Engineering, Tufts University, Medford, MA, 02155, USA
| | - Wei He
- Biosciences and Biotechnology Division, Physical and Life Sciences Directorate, LLNL 7000 East Ave, Livermore, CA, 94550, USA
| | - Nicholas R Hum
- Biosciences and Biotechnology Division, Physical and Life Sciences Directorate, LLNL 7000 East Ave, Livermore, CA, 94550, USA
| | - Elizabeth K Wheeler
- Materials Engineering Division, Engineering Directorate, LLNL,7000 East Ave, Livermore, CA, 94550, USA
| | - Gabriela G Loots
- Biosciences and Biotechnology Division, Physical and Life Sciences Directorate, LLNL 7000 East Ave, Livermore, CA, 94550, USA; University of California Merced, School of Natural Sciences, Merced, CA, USA, 5200 North Lake Rd., Merced, CA, 95343, USA
| | - Matthew A Coleman
- Biosciences and Biotechnology Division, Physical and Life Sciences Directorate, LLNL 7000 East Ave, Livermore, CA, 94550, USA; Department of Radiation Oncology, UC Davis, Davis. 4501 X St, Sacramento, CA, 95817, USA
| | - Monica L Moya
- Materials Engineering Division, Engineering Directorate, LLNL,7000 East Ave, Livermore, CA, 94550, USA
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23
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Hsia AW, Jbeily EH, Mendez ME, Cunningham HC, Biris KK, Bang H, Lee CA, Loots GG, Christiansen BA. Post-traumatic osteoarthritis progression is diminished by early mechanical unloading and anti-inflammatory treatment in mice. Osteoarthritis Cartilage 2021; 29:1709-1719. [PMID: 34653605 PMCID: PMC8678362 DOI: 10.1016/j.joca.2021.09.014] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Revised: 09/08/2021] [Accepted: 09/22/2021] [Indexed: 02/02/2023]
Abstract
OBJECTIVE Post-traumatic osteoarthritis (PTOA) is a degenerative joint disease initiated by injury. Early phase (0-7 days) treatments often include rest (unloading) and anti-inflammatory medications, but how those early interventions impact PTOA progression is unknown. We hypothesized that early unloading and anti-inflammatory treatment would diminish joint inflammation and slow PTOA progression. DESIGN Mice were injured with non-invasive ACL rupture followed by hindlimb unloading (HLU) or normal cage activity (ground control: GC) for 7 days, after which all mice were allowed normal cage activity. HLU and GC mice were treated with daily celecoxib (CXB; 10 mg/kg IP) or vehicle. Protease activity was evaluated using in vivo fluorescence imaging, osteophyte formation and epiphyseal trabecular bone were quantified using micro-computed tomography, and synovitis and articular cartilage were evaluated using whole-joint histology at 7, 14, 21, and 28 days post-injury. RESULTS HLU significantly reduced protease activity (-22-30% compared to GC) and synovitis (-24-50% relative to GC) at day 7 post-injury (during unloading), but these differences were not maintained at later timepoints. Similarly, trabecular bone volume was partially preserved in HLU mice at during unloading (-14-15% BV/TV for HLU mice, -21-22% for GC mice relative to uninjured), but these differences were not maintained during reloading. Osteophyte volume was reduced by both HLU and CXB, but there was not an additive effect of these treatments (HLU: -46%, CXB: -30%, HLU + CXB: -35% relative to vehicle GC at day 28). CONCLUSIONS These data suggest that early unloading following joint injury can reduce inflammation and potentially slow PTOA progression.
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Affiliation(s)
- A W Hsia
- University of California Davis Health, Department of Orthopaedic Surgery, Lawrence J. Ellison Musculoskeletal Research Center, 4635 2nd Ave, Suite 2000, Sacramento, CA 95817, USA.
| | - E H Jbeily
- University of California Davis Health, Department of Orthopaedic Surgery, Lawrence J. Ellison Musculoskeletal Research Center, 4635 2nd Ave, Suite 2000, Sacramento, CA 95817, USA.
| | - M E Mendez
- Lawrence Livermore National Laboratory, Physical and Life Sciences Directorate, 7000 East Avenue, L-452, Livermore, CA 94550, USA.
| | - H C Cunningham
- University of California Davis Health, Department of Orthopaedic Surgery, Lawrence J. Ellison Musculoskeletal Research Center, 4635 2nd Ave, Suite 2000, Sacramento, CA 95817, USA.
| | - K K Biris
- University of California Davis Health, Department of Orthopaedic Surgery, Lawrence J. Ellison Musculoskeletal Research Center, 4635 2nd Ave, Suite 2000, Sacramento, CA 95817, USA.
| | - H Bang
- University of California Davis Health, Department of Public Health Sciences, Sciences 1C, Suite 145, Davis, CA 95616, USA.
| | - C A Lee
- University of California Davis Health, Department of Orthopaedic Surgery, Lawrence J. Ellison Musculoskeletal Research Center, 4635 2nd Ave, Suite 2000, Sacramento, CA 95817, USA.
| | - G G Loots
- Lawrence Livermore National Laboratory, Physical and Life Sciences Directorate, 7000 East Avenue, L-452, Livermore, CA 94550, USA.
| | - B A Christiansen
- University of California Davis Health, Department of Orthopaedic Surgery, Lawrence J. Ellison Musculoskeletal Research Center, 4635 2nd Ave, Suite 2000, Sacramento, CA 95817, USA.
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24
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Choi RB, Bullock WA, Hoggatt AM, Loots GG, Genetos DC, Robling AG. Improving Bone Health by Optimizing the Anabolic Action of Wnt Inhibitor Multitargeting. JBMR Plus 2021; 5:e10462. [PMID: 33977198 PMCID: PMC8101614 DOI: 10.1002/jbm4.10462] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Revised: 12/28/2020] [Accepted: 01/05/2021] [Indexed: 12/14/2022] Open
Abstract
Sclerostin antibody (romosozumab) was recently approved for clinical use in the United States to treat osteoporosis. We and others have explored Wnt‐based combination therapy to disproportionately improve the anabolic effects of sclerostin inhibition, including cotreatment with sclerostin antibody (Scl‐mAb) and Dkk1 antibody (Dkk1‐mAb). To determine the optimal ratio of Scl‐mAb and Dkk1‐mAb for producing maximal anabolic action, the proportion of Scl‐mAb and Dkk1‐mAb were systematically varied while holding the total antibody dose constant. A 3:1 mixture of Scl‐mAb to Dkk1‐mAb produced two to three times as much cancellous bone mass as an equivalent dose of Scl‐mAb alone. Further, a 75% reduction in the dose of the 3:1 mixture was equally efficacious to a full dose of Scl‐mAb in the distal femur metaphysis. The Scl‐mAb/Dkk1‐mAb combination approach was highly efficacious in the cancellous bone mass, but the cortical compartment was much more subtly affected. The osteoanabolic effects of Wnt pathway targeting can be made more efficient if multiple antagonists are simultaneously targeted. © 2021 The Authors. JBMR Plus published by Wiley Periodicals LLC. on behalf of American Society for Bone and Mineral Research.
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Affiliation(s)
- Roy B Choi
- Department of Anatomy, Cell Biology & PhysiologyIndiana University School of MedicineIndianapolisINUSA
| | - Whitney A Bullock
- Department of Anatomy, Cell Biology & PhysiologyIndiana University School of MedicineIndianapolisINUSA
| | - April M Hoggatt
- Department of Anatomy, Cell Biology & PhysiologyIndiana University School of MedicineIndianapolisINUSA
| | - Gabriela G Loots
- Biology and Biotechnology DivisionLawrence Livermore National LaboratoryLivermoreCAUSA
- Molecular Cell Biology Unit, School of Natural SciencesUniversity of California MercedMercedCAUSA
| | - Damian C Genetos
- Department of Anatomy, Physiology, and Cell BiologyUniversity of California–Davis School of Veterinary MedicineDavisCAUSA
| | - Alexander G Robling
- Department of Anatomy, Cell Biology & PhysiologyIndiana University School of MedicineIndianapolisINUSA
- Richard L. Roudebush Veterans Affairs Medical CenterIndianapolisINUSA
- Department of Biomedical EngineeringIndiana University–Purdue University at IndianapolisIndianapolisINUSA
- Indiana Center for Musculoskeletal HealthIndianapolisINUSA
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25
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Peran I, Dakshanamurthy S, McCoy MD, Mavropoulos A, Allo B, Sebastian A, Hum NR, Sprague SC, Martin KA, Pishvaian MJ, Vietsch EE, Wellstein A, Atkins MB, Weiner LM, Quong AA, Loots GG, Yoo SS, Assefnia S, Byers SW. Cadherin 11 Promotes Immunosuppression and Extracellular Matrix Deposition to Support Growth of Pancreatic Tumors and Resistance to Gemcitabine in Mice. Gastroenterology 2021; 160:1359-1372.e13. [PMID: 33307028 PMCID: PMC7956114 DOI: 10.1053/j.gastro.2020.11.044] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2020] [Revised: 11/12/2020] [Accepted: 11/21/2020] [Indexed: 12/15/2022]
Abstract
BACKGROUND & AIMS Pancreatic ductal adenocarcinomas (PDACs) are characterized by fibrosis and an abundance of cancer-associated fibroblasts (CAFs). We investigated strategies to disrupt interactions among CAFs, the immune system, and cancer cells, focusing on adhesion molecule CDH11, which has been associated with other fibrotic disorders and is expressed by activated fibroblasts. METHODS We compared levels of CDH11 messenger RNA in human pancreatitis and pancreatic cancer tissues and cells with normal pancreas, and measured levels of CDH11 protein in human and mouse pancreatic lesions and normal tissues. We crossed p48-Cre;LSL-KrasG12D/+;LSL-Trp53R172H/+ (KPC) mice with CDH11-knockout mice and measured survival times of offspring. Pancreata were collected and analyzed by histology, immunohistochemistry, and (single-cell) RNA sequencing; RNA and proteins were identified by imaging mass cytometry. Some mice were given injections of PD1 antibody or gemcitabine and survival was monitored. Pancreatic cancer cells from KPC mice were subcutaneously injected into Cdh11+/+ and Cdh11-/- mice and tumor growth was monitored. Pancreatic cancer cells (mT3) from KPC mice (C57BL/6), were subcutaneously injected into Cdh11+/+ (C57BL/6J) mice and mice were given injections of antibody against CDH11, gemcitabine, or small molecule inhibitor of CDH11 (SD133) and tumor growth was monitored. RESULTS Levels of CDH11 messenger RNA and protein were significantly higher in CAFs than in pancreatic cancer epithelial cells, human or mouse pancreatic cancer cell lines, or immune cells. KPC/Cdh11+/- and KPC/Cdh11-/- mice survived significantly longer than KPC/Cdh11+/+ mice. Markers of stromal activation entirely surrounded pancreatic intraepithelial neoplasias in KPC/Cdh11+/+ mice and incompletely in KPC/Cdh11+/- and KPC/Cdh11-/- mice, whose lesions also contained fewer FOXP3+ cells in the tumor center. Compared with pancreatic tumors in KPC/Cdh11+/+ mice, tumors of KPC/Cdh11+/- mice had increased markers of antigen processing and presentation; more lymphocytes and associated cytokines; decreased extracellular matrix components; and reductions in markers and cytokines associated with immunosuppression. Administration of the PD1 antibody did not prolong survival of KPC mice with 0, 1, or 2 alleles of Cdh11. Gemcitabine extended survival of KPC/Cdh11+/- and KPC/Cdh11-/- mice only or reduced subcutaneous tumor growth in mT3 engrafted Cdh11+/+ mice when given in combination with the CDH11 antibody. A small molecule inhibitor of CDH11 reduced growth of pre-established mT3 subcutaneous tumors only if T and B cells were present in mice. CONCLUSIONS Knockout or inhibition of CDH11, which is expressed by CAFs in the pancreatic tumor stroma, reduces growth of pancreatic tumors, increases their response to gemcitabine, and significantly extends survival of mice. CDH11 promotes immunosuppression and extracellular matrix deposition, and might be developed as a therapeutic target for pancreatic cancer.
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Affiliation(s)
- Ivana Peran
- Georgetown-Lombardi Comprehensive Cancer Center, Department of Oncology, Georgetown University Medical Center, Washington, District of Columbia.
| | - Sivanesan Dakshanamurthy
- Georgetown-Lombardi Comprehensive Cancer Center, Department of Oncology, Georgetown University Medical Center, Washington, DC, USA
| | - Matthew D. McCoy
- Georgetown-Lombardi Comprehensive Cancer Center, Department of Oncology, Georgetown University Medical Center, Washington, DC, USA,Innovation Center for Biomedical Informatics, Georgetown University, Washington, DC, USA
| | | | | | - Aimy Sebastian
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA
| | - Nicholas R. Hum
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA,School of Natural Sciences, University of California Merced, Merced, CA, USA
| | - Sara C. Sprague
- Georgetown-Lombardi Comprehensive Cancer Center, Department of Oncology, Georgetown University Medical Center, Washington, DC, USA
| | - Kelly A. Martin
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA
| | - Michael J. Pishvaian
- Georgetown-Lombardi Comprehensive Cancer Center, Department of Oncology, Georgetown University Medical Center, Washington, DC, USA
| | - Eveline E. Vietsch
- Georgetown-Lombardi Comprehensive Cancer Center, Department of Oncology, Georgetown University Medical Center, Washington, DC, USA
| | - Anton Wellstein
- Georgetown-Lombardi Comprehensive Cancer Center, Department of Oncology, Georgetown University Medical Center, Washington, DC, USA
| | - Michael B. Atkins
- Georgetown-Lombardi Comprehensive Cancer Center, Department of Oncology, Georgetown University Medical Center, Washington, DC, USA
| | - Louis M. Weiner
- Georgetown-Lombardi Comprehensive Cancer Center, Department of Oncology, Georgetown University Medical Center, Washington, DC, USA
| | | | - Gabriela G. Loots
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA,School of Natural Sciences, University of California Merced, Merced, CA, USA,Department of Biochemistry and Molecular Medicine, University of California Davis, Sacramento, CA, USA
| | | | - Shahin Assefnia
- Georgetown-Lombardi Comprehensive Cancer Center, Department of Oncology, Georgetown University Medical Center, Washington, District of Columbia.
| | - Stephen W. Byers
- Georgetown-Lombardi Comprehensive Cancer Center, Department of Oncology, Georgetown University Medical Center, Washington, DC, USA
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26
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Hum NR, Sebastian A, Gilmore SF, Gravano DM, Rios-Arce ND, Martin KA, Wheeler EK, Coleman MA, Loots GG. Abstract PO065: Single cell transcriptomics of triple negative breast cancer allografts following chemotherapy treatment reveals increased T cell abundance in doxorubicin-sensitive tumors. Cancer Immunol Res 2021. [DOI: 10.1158/2326-6074.tumimm20-po065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
The contribution of stromal cells on drug response in primary tumors remains unclear. To determine how individual cells within the stroma of triple negative breast cancer (TNBC) allografts respond to chemotherapy, we used single cell sequencing to profile cells present in murine tumors with or without exposure to doxorubicin. Doxorubicin is a chemotherapeutic agent commonly used to treat TNBC by inhibiting cancer cell proliferation through intercalation of DNA and preventing topoisomerase II activity. In this study, murine TNBC 4T1 cell line was utilized to generate allograft tumors in immunocompetent BALB/c mice. Syngeneic 4T1 tumors exhibit a range of responsiveness to doxorubicin treatment. Tumor growth rates were monitored throughout the chemotherapeutic regiment then stratified into sensitive or resistant response. Cellular composition and behavior were then analyzed via single cell RNA sequencing (scRNA-seq) and flow cytometry 8 days post-doxorubicin chemotherapeutic administration mimicking clinical treatment. ScRNA-seq revealed decreases in tumor infiltrating lymphocytes after doxorubicin exposure. Furthermore, an increase in T cell abundance was discovered in tumors sensitive to doxorubicin treatment. This finding was further supported by flow cytometric analysis showing a tumor specific increase in all, CD4+, and CD8+ T cell populations relative to resistant tumors. Additionally, T-cell differentiation, exhaustion, and activation states were further examined from scRNA-seq data providing insights into functional properties of the tumor residing T cell populations undergoing chemotherapeutic treatment. Future work will focus on analyzing prognostic value of specific T-cell populations in disease regression following doxorubicin treatment. This study received funding from LLNL LDRD grant 19-SI-003. This work was conducted under the auspices of the USDOE by LLNL (DE-AC52-07NA27344).
Citation Format: Nicholas R. Hum, Aimy Sebastian, Sean F. Gilmore, David M. Gravano, Naiomy D. Rios-Arce, Kelly A. Martin, Elizabeth K. Wheeler, Matthew A. Coleman, Gabriela G. Loots. Single cell transcriptomics of triple negative breast cancer allografts following chemotherapy treatment reveals increased T cell abundance in doxorubicin-sensitive tumors [abstract]. In: Abstracts: AACR Virtual Special Conference: Tumor Immunology and Immunotherapy; 2020 Oct 19-20. Philadelphia (PA): AACR; Cancer Immunol Res 2021;9(2 Suppl):Abstract nr PO065.
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Affiliation(s)
- Nicholas R. Hum
- 1Lawrence Livermore National Laboratory, Livermore, CA, USA,
| | - Aimy Sebastian
- 1Lawrence Livermore National Laboratory, Livermore, CA, USA,
| | - Sean F. Gilmore
- 1Lawrence Livermore National Laboratory, Livermore, CA, USA,
| | | | | | - Kelly A. Martin
- 1Lawrence Livermore National Laboratory, Livermore, CA, USA,
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27
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Mendez ME, Sebastian A, Murugesh DK, Hum NR, McCool JL, Hsia AW, Christiansen BA, Loots GG. LPS-Induced Inflammation Prior to Injury Exacerbates the Development of Post-Traumatic Osteoarthritis in Mice. J Bone Miner Res 2020; 35:2229-2241. [PMID: 32564401 PMCID: PMC7689775 DOI: 10.1002/jbmr.4117] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2019] [Revised: 06/08/2020] [Accepted: 06/17/2020] [Indexed: 12/11/2022]
Abstract
Osteoarthritis (OA) is a debilitating and painful disease characterized by the progressive loss of articular cartilage. Post-traumatic osteoarthritis (PTOA) is an injury-induced type of OA that persists in an asymptomatic phase for years before it becomes diagnosed in ~50% of injured individuals. Although PTOA is not classified as an inflammatory disease, it has been suggested that inflammation could be a major driver of PTOA development. Here we examined whether a state of systemic inflammation induced by lipopolysaccharide (LPS) administration 5-days before injury would modulate PTOA outcomes. RNA-seq analysis at 1-day post-injury followed by micro-computed tomography (μCT) and histology characterization at 6 weeks post-injury revealed that LPS administration causes more severe PTOA phenotypes. These phenotypes included significantly higher loss of cartilage and subchondral bone volume. Gene expression analysis showed that LPS alone induced a large cohort of inflammatory genes previously shown to be elevated in synovial M1 macrophages of rheumatoid arthritis (RA) patients, suggesting that systemic LPS produces synovitis. This synovitis was sufficient to promote PTOA in MRL/MpJ mice, a strain previously shown to be resistant to PTOA. The synovium of LPS-treated injured joints displayed an increase in cellularity, and immunohistological examination confirmed that this increase was in part attributable to an elevation in type 1 macrophages. LPS induced the expression of Tlr7 and Tlr8 in both injured and uninjured joints, genes known to be elevated in RA. We conclude that inflammation before injury is an important risk factor for the development of PTOA and that correlating patient serum endotoxin levels or their state of systemic inflammation with PTOA progression may help develop new, effective treatments to lower the rate of PTOA in injured individuals. © 2020 The Authors. Journal of Bone and Mineral Research published by American Society for Bone and Mineral Research.
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Affiliation(s)
- Melanie E Mendez
- Physical and Life Science Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA.,School of Natural Sciences, University of California Merced, Merced, CA, USA
| | - Aimy Sebastian
- Physical and Life Science Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA
| | - Deepa K Murugesh
- Physical and Life Science Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA
| | - Nicholas R Hum
- Physical and Life Science Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA.,School of Natural Sciences, University of California Merced, Merced, CA, USA
| | - Jillian L McCool
- Physical and Life Science Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA.,School of Natural Sciences, University of California Merced, Merced, CA, USA
| | - Allison W Hsia
- Department of Orthopaedic Surgery, University of California Davis Health, Sacramento, CA, USA
| | - Blaine A Christiansen
- Department of Orthopaedic Surgery, University of California Davis Health, Sacramento, CA, USA
| | - Gabriela G Loots
- Physical and Life Science Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA.,School of Natural Sciences, University of California Merced, Merced, CA, USA
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Mendez ME, Murugesh DK, Sebastian A, Hum NR, McCloy SA, Kuhn EA, Christiansen BA, Loots GG. Antibiotic Treatment Prior to Injury Improves Post-Traumatic Osteoarthritis Outcomes in Mice. Int J Mol Sci 2020; 21:E6424. [PMID: 32899361 PMCID: PMC7503363 DOI: 10.3390/ijms21176424] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [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: 07/24/2020] [Revised: 08/28/2020] [Accepted: 08/29/2020] [Indexed: 12/21/2022] Open
Abstract
Osteoarthritis (OA) is a painful and debilitating disease characterized by the chronic and progressive degradation of articular cartilage. Post-traumatic OA (PTOA) is a secondary form of OA that develops in ~50% of cases of severe articular injury. Inflammation and re-occurring injury have been implicated as contributing to the progression of PTOA after the initial injury. However, there is very little known about external factors prior to injury that could affect the risk of PTOA development. To examine how the gut microbiome affects PTOA development we used a chronic antibiotic treatment regimen starting at weaning for six weeks prior to ACL rupture, in mice. A six-weeks post-injury histological examination showed more robust cartilage staining on the antibiotic (AB)-treated mice than the untreated controls (VEH), suggesting slower disease progression in AB cohorts. Injured joints also showed an increase in the presence of anti-inflammatory M2 macrophages in the AB group. Molecularly, the phenotype correlated with a significantly lower expression of inflammatory genes Tlr5, Ccl8, Cxcl13, and Foxo6 in the injured joints of AB-treated animals. Our results indicate that a reduced state of inflammation at the time of injury and a lower expression of Wnt signaling modulatory protein, Rspo1, caused by AB treatment can slow down or improve PTOA outcomes.
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Affiliation(s)
- Melanie E. Mendez
- Lawrence Livermore National Laboratories, Physical and Life Sciences Directorate, Livermore, CA 94550, USA; (M.E.M.); (D.K.M.); (A.S.); (N.R.H.); (S.A.M.); (E.A.K.)
| | - Deepa K. Murugesh
- Lawrence Livermore National Laboratories, Physical and Life Sciences Directorate, Livermore, CA 94550, USA; (M.E.M.); (D.K.M.); (A.S.); (N.R.H.); (S.A.M.); (E.A.K.)
| | - Aimy Sebastian
- Lawrence Livermore National Laboratories, Physical and Life Sciences Directorate, Livermore, CA 94550, USA; (M.E.M.); (D.K.M.); (A.S.); (N.R.H.); (S.A.M.); (E.A.K.)
| | - Nicholas R. Hum
- Lawrence Livermore National Laboratories, Physical and Life Sciences Directorate, Livermore, CA 94550, USA; (M.E.M.); (D.K.M.); (A.S.); (N.R.H.); (S.A.M.); (E.A.K.)
- UC Merced, School of Natural Sciences, Merced, CA 95343, USA
| | - Summer A. McCloy
- Lawrence Livermore National Laboratories, Physical and Life Sciences Directorate, Livermore, CA 94550, USA; (M.E.M.); (D.K.M.); (A.S.); (N.R.H.); (S.A.M.); (E.A.K.)
| | - Edward A. Kuhn
- Lawrence Livermore National Laboratories, Physical and Life Sciences Directorate, Livermore, CA 94550, USA; (M.E.M.); (D.K.M.); (A.S.); (N.R.H.); (S.A.M.); (E.A.K.)
| | | | - Gabriela G. Loots
- Lawrence Livermore National Laboratories, Physical and Life Sciences Directorate, Livermore, CA 94550, USA; (M.E.M.); (D.K.M.); (A.S.); (N.R.H.); (S.A.M.); (E.A.K.)
- UC Merced, School of Natural Sciences, Merced, CA 95343, USA
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Martin KA, Sebastian A, Hum NR, Byers S, Wheeler EK, Coleman MA, Loots GG. Abstract 2757: Analysis of stromal myofibroblasts identifies secreted proteins that promote pancreatic ductal adenocarcinoma. Cancer Res 2020. [DOI: 10.1158/1538-7445.am2020-2757] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the most incurable types of cancer. Cancer that develops in the acinar cells of the pancreas is typically not diagnosed until later stages, such as stage 3 or 4. As such, this form of cancer is particularly lethal with only 9% of patients reaching 5-year survival. PDAC is known to have a particularly dense extracellular matrix composed of fibroblasts, which have been previously shown to play an important role in promoting resistance to drug therapy. Characterization of the stromal networks involved in PDAC tumor development as well as protein markers of fibroblast subpopulations within the tumor stroma are critical to developing new fibroblast-targeted therapeutic approaches as well as understanding key signaling molecules that ultimately promote tumor progression and drug resistance. Single-cell RNA sequencing (scRNAseq) was utilized to analyze cancer-associated fibroblasts (CAFs) from KPC mouse-derived, MT3 subcutaneous murine allografts along with two fibroblast lines derived from human PDAC tumors: CRC-811 and IA-1340. Single cell gene expression profiling and subsequent analysis of MT3-derived CAFs resulted in the identification of three CAF subpopulations including a myofibroblast subpopulation that expressed high levels of smooth muscle actin (Acta2), which was also observed in both human samples. Fibroblast subpopulations enriched in Acta2 expression, expressed high levels of Wnt5a along with several other secreted factors including Tgfb1, Tgfb2 and Ctgf. Wnt5a is a secreted protein that activates non-canonical Wnt signaling pathways and is known to regulate normal developmental processes, including proliferation, differentiation, migration, adhesion and polarity. However Wnt5a is not natively expressed in MT3 cancer cells derived from syngeneic tumors, but potentially in the stroma. We hypothesize it is exclusively derived from fibroblasts. Previously it has been shown that Wnt5a inhibition suppressed gastric cancer metastasis, therefore further validation of the role of myofibroblast-derived Wnt5a on PDAC disease progression is warranted. This study received funding by LDRD 19-SI-003. This work was conducted under the auspices of the USDOE by LLNL (DE-AC52-07NA27344). IM Release Number: LLNL-ABS-798442.
Citation Format: Kelly A. Martin, Aimy Sebastian, Nicholas R. Hum, Stephen Byers, Elizabeth K. Wheeler, Matthew A. Coleman, Gabriela G. Loots. Analysis of stromal myofibroblasts identifies secreted proteins that promote pancreatic ductal adenocarcinoma [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr 2757.
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Hum NR, Martin KA, Wheeler E, Coleman MA, Loots GG. Abstract 2810: Epithelial-mesenchymal hybrid population changes from monolayer, spheroid, and tumoroid ex vivo culture of syngeneic murine mammary tumors. Cancer Res 2020. [DOI: 10.1158/1538-7445.am2020-2810] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Epithelial to mesenchymal transition (EMT) of cancer cells during tumor progression has been implicated in tumor initiation, growth, invasion, metastasis, colonization and resistance to therapy. In building a successful in vitro tumor model, it is critical to recapitulate in vivo cancer cell heterogeneity inclusive of both cell types and transition state present. This study investigates the EMT hybrid states of mouse triple negative breast cancer cells during ex vivo culturing across multiple methodologies.
Mouse mammary carcinoma (4T1) tumors were harvested from syngeneic, orthotopic mice and subsequently cultured using various methods over the course of 12 days. Ex vivo cultures were first assessed for retention of tumor cellular heterogeneity using endogenous Thy1.1 (CD90.1) expression via flow cytometry to distinguish 4T1 cancer cells from stromal derived cells. Cancer cell populations rapidly became the majority of cells in culture. After 3 days of ex vivo culture, we found the cancer cell population to have significantly expanded ~2-3 fold compared to the original tumor population, while other stromal cellular subtypes decreased. Additionally, monolayer culture of ex vivo cells contained significantly more cancer cells relative to the spheroid or tumoroid (tumor fragment) culturing techniques.
Cancer cells from each culturing technique were also evaluated for loss of Epcam expression and mesenchymal cell fate in reference to the initial EMT distribution at time of isolation. 4T1 cells cast into hydrogel retained high proportions of cells undergoing EMT, evidenced by fewer cells expressing Epcam. However, all other in vitro conditions favored the expansion of cancer cells in an epithelial state compared to in vivo tumors. Subsequent analysis of EMT populations for transitional hybrid states based on CD51, CD61, and CD106 expression was conducted using flow cytometric analysis. We found that in vitro culturing promoted mesenchymal character and this selection was time dependent. Additionally, we found that spheroids cultured in hydrogel for 7 days most closely resembled early hybrid EMT cell states ratios found in vivo
Future research aims to optimize ex vivo culturing methodologies to best retain cancer cell characteristics and behavior of tumors obtained from human biopsies. Alterations in growth conditions and identifying critical stromal populations of interest will be critical in development of optimized preclinical ex vivo tumor culture models for drug discovery or personalized treatment.
This study received funding from LLNL LDRD grant 19-SI-003. This work was conducted under the auspices of the USDOE by LLNL (DE-AC52-07NA27344). IM: LLNL-ABS-798441
Citation Format: Nicholas R. Hum, Kelly A. Martin, Elizabeth Wheeler, Matthew A. Coleman, Gabriela G. Loots. Epithelial-mesenchymal hybrid population changes from monolayer, spheroid, and tumoroid ex vivo culture of syngeneic murine mammary tumors [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr 2810.
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Enright HA, Lam D, Sebastian A, Sales AP, Cadena J, Hum NR, Osburn JJ, Peters SKG, Petkus B, Soscia DA, Kulp KS, Loots GG, Wheeler EK, Fischer NO. Functional and transcriptional characterization of complex neuronal co-cultures. Sci Rep 2020; 10:11007. [PMID: 32620908 PMCID: PMC7335084 DOI: 10.1038/s41598-020-67691-2] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2019] [Accepted: 06/08/2020] [Indexed: 12/03/2022] Open
Abstract
Brain-on-a-chip systems are designed to simulate brain activity using traditional in vitro cell culture on an engineered platform. It is a noninvasive tool to screen new drugs, evaluate toxicants, and elucidate disease mechanisms. However, successful recapitulation of brain function on these systems is dependent on the complexity of the cell culture. In this study, we increased cellular complexity of traditional (simple) neuronal cultures by co-culturing with astrocytes and oligodendrocyte precursor cells (complex culture). We evaluated and compared neuronal activity (e.g., network formation and maturation), cellular composition in long-term culture, and the transcriptome of the two cultures. Compared to simple cultures, neurons from complex co-cultures exhibited earlier synapse and network development and maturation, which was supported by localized synaptophysin expression, up-regulation of genes involved in mature neuronal processes, and synchronized neural network activity. Also, mature oligodendrocytes and reactive astrocytes were only detected in complex cultures upon transcriptomic analysis of age-matched cultures. Functionally, the GABA antagonist bicuculline had a greater influence on bursting activity in complex versus simple cultures. Collectively, the cellular complexity of brain-on-a-chip systems intrinsically develops cell type-specific phenotypes relevant to the brain while accelerating the maturation of neuronal networks, important features underdeveloped in traditional cultures.
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Affiliation(s)
- Heather A Enright
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA.
| | - Doris Lam
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA
| | - Aimy Sebastian
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA
| | - Ana Paula Sales
- Engineering Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA
| | - Jose Cadena
- Engineering Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA
| | - Nicholas R Hum
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA.,University of California, Merced, School of Natural Sciences, Merced, CA, USA
| | - Joanne J Osburn
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA
| | - Sandra K G Peters
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA
| | - Bryan Petkus
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA
| | - David A Soscia
- Engineering Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA
| | - Kristen S Kulp
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA
| | - Gabriela G Loots
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA.,University of California, Merced, School of Natural Sciences, Merced, CA, USA
| | - Elizabeth K Wheeler
- Engineering Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA
| | - Nicholas O Fischer
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA.
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Sebastian A, Hum NR, Martin KA, Gilmore SF, Peran I, Byers SW, Wheeler EK, Coleman MA, Loots GG. Single-Cell Transcriptomic Analysis of Tumor-Derived Fibroblasts and Normal Tissue-Resident Fibroblasts Reveals Fibroblast Heterogeneity in Breast Cancer. Cancers (Basel) 2020; 12:cancers12051307. [PMID: 32455670 PMCID: PMC7281266 DOI: 10.3390/cancers12051307] [Citation(s) in RCA: 127] [Impact Index Per Article: 31.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Revised: 05/13/2020] [Accepted: 05/18/2020] [Indexed: 12/12/2022] Open
Abstract
Cancer-associated fibroblasts (CAFs) are a prominent stromal cell type in solid tumors and molecules secreted by CAFs play an important role in tumor progression and metastasis. CAFs coexist as heterogeneous populations with potentially different biological functions. Although CAFs are a major component of the breast cancer stroma, molecular and phenotypic heterogeneity of CAFs in breast cancer is poorly understood. In this study, we investigated CAF heterogeneity in triple-negative breast cancer (TNBC) using a syngeneic mouse model, BALB/c-derived 4T1 mammary tumors. Using single-cell RNA sequencing (scRNA-seq), we identified six CAF subpopulations in 4T1 tumors including: 1) myofibroblastic CAFs, enriched for α-smooth muscle actin and several other contractile proteins; 2) ‘inflammatory’ CAFs with elevated expression of inflammatory cytokines; and 3) a CAF subpopulation expressing major histocompatibility complex (MHC) class II proteins that are generally expressed in antigen-presenting cells. Comparison of 4T1-derived CAFs to CAFs from pancreatic cancer revealed that these three CAF subpopulations exist in both tumor types. Interestingly, cells with inflammatory and MHC class II-expressing CAF profiles were also detected in normal breast/pancreas tissue, suggesting that these phenotypes are not tumor microenvironment-induced. This work enhances our understanding of CAF heterogeneity, and specifically targeting these CAF subpopulations could be an effective therapeutic approach for treating highly aggressive TNBCs.
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Affiliation(s)
- Aimy Sebastian
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA 94550, USA; (A.S.); (N.R.H.); (K.A.M.); (S.F.G.); (M.A.C.)
| | - Nicholas R. Hum
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA 94550, USA; (A.S.); (N.R.H.); (K.A.M.); (S.F.G.); (M.A.C.)
- School of Natural Sciences, University of California Merced, Merced, CA 95343, USA
| | - Kelly A. Martin
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA 94550, USA; (A.S.); (N.R.H.); (K.A.M.); (S.F.G.); (M.A.C.)
| | - Sean F. Gilmore
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA 94550, USA; (A.S.); (N.R.H.); (K.A.M.); (S.F.G.); (M.A.C.)
| | - Ivana Peran
- Georgetown-Lombardi Comprehensive Cancer Center, Department of Oncology, Georgetown University Medical Center, Washington, DC 20007, USA; (I.P.); (S.W.B.)
| | - Stephen W. Byers
- Georgetown-Lombardi Comprehensive Cancer Center, Department of Oncology, Georgetown University Medical Center, Washington, DC 20007, USA; (I.P.); (S.W.B.)
| | - Elizabeth K. Wheeler
- Engineering Directorate, Lawrence Livermore National Laboratory, Livermore, CA 94550, USA;
| | - Matthew A. Coleman
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA 94550, USA; (A.S.); (N.R.H.); (K.A.M.); (S.F.G.); (M.A.C.)
| | - Gabriela G. Loots
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA 94550, USA; (A.S.); (N.R.H.); (K.A.M.); (S.F.G.); (M.A.C.)
- School of Natural Sciences, University of California Merced, Merced, CA 95343, USA
- Department of Biochemistry and Molecular Medicine, University of California Davis, Sacramento, CA 95817, USA
- Correspondence: ; Tel.: +1-925-423-0923
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Malfatti MA, Kuhn EA, Murugesh DK, Mendez ME, Hum N, Thissen JB, Jaing CJ, Loots GG. Manipulation of the Gut Microbiome Alters Acetaminophen Biodisposition in Mice. Sci Rep 2020; 10:4571. [PMID: 32165665 PMCID: PMC7067795 DOI: 10.1038/s41598-020-60982-8] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2019] [Accepted: 02/19/2020] [Indexed: 12/30/2022] Open
Abstract
The gut microbiota is a vast and diverse microbial community that has co-evolved with its host to perform a variety of essential functions involved in the utilization of nutrients and the processing of xenobiotics. Shifts in the composition of gut microbiota can disturb the balance of organisms which can influence the biodisposition of orally administered drugs. To determine how changes in the gut microbiome can alter drug disposition, the pharmacokinetics (PK), and biodistribution of acetaminophen were assessed in C57Bl/6 mice after treatment with the antibiotics ciprofloxacin, amoxicillin, or a cocktail of ampicillin/neomycin. Altered PK, and excretion profiles of acetaminophen were observed in antibiotic exposed animals. Plasma Cmax was significantly decreased in antibiotic treated animals suggesting decreased bioavailability. Urinary metabolite profiles revealed decreases in acetaminophen-sulfate metabolite levels in both the amoxicillin and ampicillin/neomycin treated animals. The ratio between urinary and fecal excretion was also altered in antibiotic treated animals. Analysis of gut microbe composition revealed that changes in microbe content in antibiotic treated animals was associated with changes in acetaminophen biodisposition. These results suggest that exposure to amoxicillin or ampicillin/neomycin can alter the biodisposition of acetaminophen and that these alterations could be due to changes in gut microbiome composition.
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Affiliation(s)
- Michael A Malfatti
- Biosciences and Biotechnology Division, Lawrence Livermore National Laboratory, Livermore, CA, 94550, USA.
| | - Edward A Kuhn
- Biosciences and Biotechnology Division, Lawrence Livermore National Laboratory, Livermore, CA, 94550, USA
| | - Deepa K Murugesh
- Biosciences and Biotechnology Division, Lawrence Livermore National Laboratory, Livermore, CA, 94550, USA
| | - Melanie E Mendez
- Biosciences and Biotechnology Division, Lawrence Livermore National Laboratory, Livermore, CA, 94550, USA.,School of Natural Sciences, University of California Merced, Merced, CA, 95343, USA
| | - Nicholas Hum
- Biosciences and Biotechnology Division, Lawrence Livermore National Laboratory, Livermore, CA, 94550, USA.,School of Natural Sciences, University of California Merced, Merced, CA, 95343, USA
| | - James B Thissen
- Biosciences and Biotechnology Division, Lawrence Livermore National Laboratory, Livermore, CA, 94550, USA
| | - Crystal J Jaing
- Biosciences and Biotechnology Division, Lawrence Livermore National Laboratory, Livermore, CA, 94550, USA
| | - Gabriela G Loots
- Biosciences and Biotechnology Division, Lawrence Livermore National Laboratory, Livermore, CA, 94550, USA.,School of Natural Sciences, University of California Merced, Merced, CA, 95343, USA
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Sebastian A, Murugesh DK, Mendez ME, Hum NR, Rios-Arce ND, McCool JL, Christiansen BA, Loots GG. Global Gene Expression Analysis Identifies Age-Related Differences in Knee Joint Transcriptome during the Development of Post-Traumatic Osteoarthritis in Mice. Int J Mol Sci 2020; 21:ijms21010364. [PMID: 31935848 PMCID: PMC6982134 DOI: 10.3390/ijms21010364] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [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: 12/06/2019] [Revised: 12/29/2019] [Accepted: 12/29/2019] [Indexed: 12/15/2022] Open
Abstract
Aging and injury are two major risk factors for osteoarthritis (OA). Yet, very little is known about how aging and injury interact and contribute to OA pathogenesis. In the present study, we examined age- and injury-related molecular changes in mouse knee joints that could contribute to OA. Using RNA-seq, first we profiled the knee joint transcriptome of 10-week-old, 62-week-old, and 95-week-old mice and found that the expression of several inflammatory-response related genes increased as a result of aging, whereas the expression of several genes involved in cartilage metabolism decreased with age. To determine how aging impacts post-traumatic arthritis (PTOA) development, the right knee joints of 10-week-old and 62-week-old mice were injured using a non-invasive tibial compression injury model and injury-induced structural and molecular changes were assessed. At six-week post-injury, 62-week-old mice displayed significantly more cartilage degeneration and osteophyte formation compared with young mice. Although both age groups elicited similar transcriptional responses to injury, 62-week-old mice had higher activation of inflammatory cytokines than 10-week-old mice, whereas cartilage/bone metabolism genes had higher expression in 10-week-old mice, suggesting that the differential expression of these genes might contribute to the differences in PTOA severity observed between these age groups.
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Affiliation(s)
- Aimy Sebastian
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratories, Livermore, CA 94550, USA; (A.S.); (D.K.M.); (M.E.M.); (N.R.H.); (N.D.R.-A.); (J.L.M.)
| | - Deepa K. Murugesh
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratories, Livermore, CA 94550, USA; (A.S.); (D.K.M.); (M.E.M.); (N.R.H.); (N.D.R.-A.); (J.L.M.)
| | - Melanie E. Mendez
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratories, Livermore, CA 94550, USA; (A.S.); (D.K.M.); (M.E.M.); (N.R.H.); (N.D.R.-A.); (J.L.M.)
- Molecular and Cell Biology, School of Natural Sciences, UC Merced, Merced, CA 95343, USA
| | - Nicholas R. Hum
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratories, Livermore, CA 94550, USA; (A.S.); (D.K.M.); (M.E.M.); (N.R.H.); (N.D.R.-A.); (J.L.M.)
- Molecular and Cell Biology, School of Natural Sciences, UC Merced, Merced, CA 95343, USA
| | - Naiomy D. Rios-Arce
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratories, Livermore, CA 94550, USA; (A.S.); (D.K.M.); (M.E.M.); (N.R.H.); (N.D.R.-A.); (J.L.M.)
| | - Jillian L. McCool
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratories, Livermore, CA 94550, USA; (A.S.); (D.K.M.); (M.E.M.); (N.R.H.); (N.D.R.-A.); (J.L.M.)
- Molecular and Cell Biology, School of Natural Sciences, UC Merced, Merced, CA 95343, USA
| | | | - Gabriela G. Loots
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratories, Livermore, CA 94550, USA; (A.S.); (D.K.M.); (M.E.M.); (N.R.H.); (N.D.R.-A.); (J.L.M.)
- Molecular and Cell Biology, School of Natural Sciences, UC Merced, Merced, CA 95343, USA
- Correspondence: ; Tel.: +1-925-423-0923
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Bullock WA, Hoggatt A, Horan DJ, Lewis K, Yokota H, Hann S, Warman ML, Sebastian A, Loots GG, Pavalko FM, Robling AG. Expression of a Degradation-Resistant β-Catenin Mutant in Osteocytes Protects the Skeleton From Mechanodeprivation-Induced Bone Wasting. J Bone Miner Res 2019; 34:1964-1975. [PMID: 31173667 PMCID: PMC6813861 DOI: 10.1002/jbmr.3812] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/02/2019] [Revised: 05/02/2019] [Accepted: 05/25/2019] [Indexed: 12/28/2022]
Abstract
Mechanical stimulation is a key regulator of bone mass, maintenance, and turnover. Wnt signaling is a key regulator of mechanotransduction in bone, but the role of β-catenin-an intracellular signaling node in the canonical Wnt pathway-in disuse mechanotransduction is not defined. Using the β-catenin exon 3 flox (constitutively active [CA]) mouse model, in conjunction with a tamoxifen-inducible, osteocyte-selective Cre driver, we evaluated the effects of degradation-resistant β-catenin on bone properties during disuse. We hypothesized that if β-catenin plays an important role in Wnt-mediated osteoprotection, then artificial stabilization of β-catenin in osteocytes would protect the limbs from disuse-induced bone wasting. Two disuse models were tested: tail suspension, which models fluid shift, and botulinum-toxin (botox)-induced muscle paralysis, which models loss of muscle force. Tail suspension was associated with a significant loss of tibial bone mass and density, reduced architectural properties, and decreased bone formation indices in uninduced (control) mice, as assessed by dual-energy X-ray absorptiometry (DXA), micro-computed tomography (µCT), and histomorphometry. Activation of the βcatCA allele in tail-suspended mice resulted in little to no change in those properties; ie, these mice were protected from bone loss. Similar protective effects were observed among botox-treated mice when the βcatCA was activated. RNAseq analysis of altered gene regulation in tail-suspended mice yielded 35 genes, including Wnt11, Gli1, Nell1, Gdf5, and Pgf, which were significantly differentially regulated between tail-suspended β-catenin stabilized mice and tail-suspended nonstabilized mice. Our findings indicate that selectively targeting/blocking of β-catenin degradation in bone cells could have therapeutic implications in mechanically induced bone disease. © 2019 American Society for Bone and Mineral Research.
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Affiliation(s)
- Whitney A. Bullock
- Department of Anatomy & Cell Biology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - April Hoggatt
- Department of Anatomy & Cell Biology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Daniel J. Horan
- Department of Anatomy & Cell Biology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Karl Lewis
- Department of Anatomy & Cell Biology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Hiroki Yokota
- Department of Biomedical Engineering, Indiana University-Purdue University at Indianapolis, Indianapolis, IN, USA
| | - Steven Hann
- Department of Orthopaedic Surgery, Boston Children’s Hospital, Boston, MA, USA
| | - Matthew L. Warman
- Department of Orthopaedic Surgery, Boston Children’s Hospital, Boston, MA, USA
| | - Aimy Sebastian
- Biology and Biotechnology Division, Lawrence Livermore National Laboratory, Livermore, CA, USA
| | - Gabriela G. Loots
- Biology and Biotechnology Division, Lawrence Livermore National Laboratory, Livermore, CA, USA
| | - Fredrick M. Pavalko
- Department of Integrative and Cellular Physiology, Indiana University School of Medicine, Indianapolis, IN, USA
- Richard L. Roudebush VA Medical Center, Indianapolis, IN, USA
| | - Alexander G. Robling
- Department of Anatomy & Cell Biology, Indiana University School of Medicine, Indianapolis, IN, USA
- Department of Biomedical Engineering, Indiana University-Purdue University at Indianapolis, Indianapolis, IN, USA
- Richard L. Roudebush VA Medical Center, Indianapolis, IN, USA
- Indiana Center for Musculoskeletal Health, Indianapolis, IN, USA
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Parasido E, Avetian GS, Naeem A, Graham G, Pishvaian M, Glasgow E, Mudambi S, Lee Y, Ihemelandu C, Choudhry M, Peran I, Banerjee PP, Avantaggiati ML, Bryant K, Baldelli E, Pierobon M, Liotta L, Petricoin E, Fricke ST, Sebastian A, Cozzitorto J, Loots GG, Kumar D, Byers S, Londin E, DiFeo A, Narla G, Winter J, Brody JR, Rodriguez O, Albanese C. The Sustained Induction of c-MYC Drives Nab-Paclitaxel Resistance in Primary Pancreatic Ductal Carcinoma Cells. Mol Cancer Res 2019; 17:1815-1827. [PMID: 31164413 PMCID: PMC6726538 DOI: 10.1158/1541-7786.mcr-19-0191] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2019] [Revised: 04/18/2019] [Accepted: 05/31/2019] [Indexed: 12/18/2022]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a highly aggressive disease with limited and, very often, ineffective medical and surgical therapeutic options. The treatment of patients with advanced unresectable PDAC is restricted to systemic chemotherapy, a therapeutic intervention to which most eventually develop resistance. Recently, nab-paclitaxel (n-PTX) has been added to the arsenal of first-line therapies, and the combination of gemcitabine and n-PTX has modestly prolonged median overall survival. However, patients almost invariably succumb to the disease, and little is known about the mechanisms underlying n-PTX resistance. Using the conditionally reprogrammed (CR) cell approach, we established and verified continuously growing cell cultures from treatment-naïve patients with PDAC. To study the mechanisms of primary drug resistance, nab-paclitaxel-resistant (n-PTX-R) cells were generated from primary cultures and drug resistance was verified in vivo, both in zebrafish and in athymic nude mouse xenograft models. Molecular analyses identified the sustained induction of c-MYC in the n-PTX-R cells. Depletion of c-MYC restored n-PTX sensitivity, as did treatment with either the MEK inhibitor, trametinib, or a small-molecule activator of protein phosphatase 2a. IMPLICATIONS: The strategies we have devised, including the patient-derived primary cells and the unique, drug-resistant isogenic cells, are rapid and easily applied in vitro and in vivo platforms to better understand the mechanisms of drug resistance and for defining effective therapeutic options on a patient by patient basis.
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Affiliation(s)
- Erika Parasido
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, D.C
| | - George S Avetian
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, D.C
| | - Aisha Naeem
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, D.C
| | - Garrett Graham
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, D.C
| | - Michael Pishvaian
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, D.C
| | - Eric Glasgow
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, D.C
| | - Shaila Mudambi
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, D.C
| | - Yichien Lee
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, D.C
| | - Chukwuemeka Ihemelandu
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, D.C
| | - Muhammad Choudhry
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, D.C
| | - Ivana Peran
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, D.C
| | - Partha P Banerjee
- Department of Biochemistry, Molecular and Cell Biology, Georgetown University Medical Center, Washington, D.C
| | - Maria Laura Avantaggiati
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, D.C
| | - Kirsten Bryant
- Department of Pharmacology, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina
| | - Elisa Baldelli
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, Virginia
| | - Mariaelena Pierobon
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, Virginia
| | - Lance Liotta
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, Virginia
| | - Emanuel Petricoin
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, Virginia
| | - Stanley T Fricke
- Center for Translational Imaging, Georgetown University Medical Center, Washington, D.C
| | - Aimy Sebastian
- Biology and Biotechnology Division, Lawrence Livermore National Laboratory, Livermore, California
| | - Joseph Cozzitorto
- Division of Surgical Research, Department of Surgery, Jefferson Pancreas, Biliary and Related Cancer Center, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Gabriela G Loots
- Biology and Biotechnology Division, Lawrence Livermore National Laboratory, Livermore, California
| | - Deepak Kumar
- Department of Pharmaceutical Sciences, Julius L. Chambers Biomedical/Biotechnology Research Institute (JLC-BBRI), North Carolina Central University, Durham, North Carolina
| | - Stephen Byers
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, D.C
| | - Eric Londin
- Computational Medicine Center, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Analisa DiFeo
- Division of Genetic Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan
| | - Goutham Narla
- Division of Genetic Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan
| | - Jordan Winter
- Division of Surgical Research, Department of Surgery, Jefferson Pancreas, Biliary and Related Cancer Center, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, Pennsylvania
- Case Western Reserve School of Medicine, Case Comprehensive Cancer Center and University Hospitals Cleveland Medical Center, Cleveland, Ohio
| | - Jonathan R Brody
- Division of Surgical Research, Department of Surgery, Jefferson Pancreas, Biliary and Related Cancer Center, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Olga Rodriguez
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, D.C
- Center for Translational Imaging, Georgetown University Medical Center, Washington, D.C
| | - Chris Albanese
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, D.C.
- Center for Translational Imaging, Georgetown University Medical Center, Washington, D.C
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Hum N, Sebastian A, Gilmore S, Wheeler EK, Coleman MA, Loots GG. Abstract 130: Characterization of the tumor microenvironment using single cell transcriptomics of triple negative breast cancer allografts treated with doxorubicin. Cancer Res 2019. [DOI: 10.1158/1538-7445.am2019-130] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
It is currently unclear how stromal components affect drug response and the emergence of drug resistance, in primary tumors. To determine how individual cells within the stroma of triple negative breast cancer (TNBC) allografts respond to chemotherapy, we used single cell sequencing to profile individual cells present in murine tumors with or without exposure to doxorubicin (Dox). Dox is a common chemotherapeutic agent used to treat breast cancer which inhibits breast cancer proliferation by intercalating into DNA and preventing topoisomerase II activity. Several autonomous processes have been implicated in the development of chemoresistance yet the impact of stromal and immune cells on tumor progression is still poorly understood. In this study, TNBC 4T1 cell line were utilized to generate murine allograft tumors in immunocompetent BALB/c mice. Tumor composition was analyzed via single cell RNA sequencing after 3 and 7 days of doxorubicin chemotherapeutic regiment mimicking clinical treatment.
Using Cell Ranger single cell software suite and Seurat R toolkit, single cell transcriptomic analysis identified the cellular composition of tumors through expression of cell-type specific genes. Stromal cell types such as endothelial, fibroblast and epithelial cells were assessed and quantified in the tumor microenvironment. Immune cell types including neutrophils, monocytes, macrophages, T-cells and B-cells were also identified in the stroma and the responses to doxorubicin treatment was determined based on the gene expression changes. In this study, cancer-associated fibroblasts and non-canonical tumor associated macrophage subpopulations are of particular interest. As expected, we found both qualitative and quantitative changes in specific subpopulations of stromal cells in response to Dox exposure.
Identification of stromal and immune cell sub-types could also lead to improved diagnostic capabilities and tumor susceptibilities. Future studies modulating non-cancerous cells in the tumor microenvironment may increase efficacy of chemotherapeutics. Further elucidating the specific cellular subpopulations within the tumor microenvironment that shift in response to drug exposure may provide new therapeutic avenues. Understanding changes in cell populations within the drug exposed tumor microenvironment can aid in future drug development to specifically target cells least sensitive to chemotherapy exposure.
This study received funding from LLNL LDRD grant 19-SI-003. This work was conducted under the auspices of the USDOE by LLNL (DE-AC52-07NA27344).
Citation Format: Nicholas Hum, Aimy Sebastian, Sean Gilmore, Elizabeth K. Wheeler, Matthew A. Coleman, Gabriela G. Loots. Characterization of the tumor microenvironment using single cell transcriptomics of triple negative breast cancer allografts treated with doxorubicin [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 130.
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Affiliation(s)
- Nicholas Hum
- Lawrence Livermore National Laboratory, Livermore, CA
| | | | - Sean Gilmore
- Lawrence Livermore National Laboratory, Livermore, CA
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Martin KA, Hum NR, Sebastian A, Loots GG. Abstract 5157: Comparison of exosomes shed by breast cancer cell lines with varying metastatic potential. Cancer Res 2019. [DOI: 10.1158/1538-7445.am2019-5157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Exosomes are endosomal secreted vesicles containing a variety of genetic and non-genetic material that can be transferred between cells (DNA, RNA, protein, lipid, etc.). Cancer derived exosomes have been implicated in a wide range of cancer mechanisms such as promotion of tumor growth, tumor angiogenesis, immune evasion, drug resistance, and metastasis. In addition to functional significance, cancer exosomes may possess novel biomarkers with potential uses for non-invasive liquid biopsies for cancer detection and monitoring of disease progression. Here we examined differences that may exist in extracellular vesicles or exosomes (EVs) shed by cancer cell lines with various metastatic potential (MDA-MB-231, highly metastatic; MCF-7, weakly metastatic; MCF-10a, normal breast epithelial cells). Morphological analysis of EVs was performed using fluorescent Nanosight Tracking Analysis and revealed decreased mean diameter of EVs derived from MCF-7 cells compared to the other two cell lines, there was also increased exosome particle yield in this cell line. Small RNAs from EVs cargo were also analyzed via sequencing (exoRNA-Seq). The majority of sequenced RNA aligned to coding regions of the human genome (~60%) across all cell lines. Non-coding RNA classification also showed little variability across cell lines examined regardless of metastatic potential, with ~38% of RNA reads corresponding to non-coding RNAs. Pairwise comparison of these cell lines demonstrated that each line packaged unique cargos into their shed exosomes. The non-coding regions corresponded to a variety of small RNAs (miRNA, snoRNA, snRNA, miscRNA, rRNA) but included other RNA features such as pseudogenes and antisense RNAs. We found 304 genes significantly up-regulated and 150 genes significantly down-regulated when comparing metastatic cancer exosomes (MCF-7 and MDA-MB-231) to normal, non-tumorigenic exosomes (MCF-10A). Among examined microRNAs we found several miRNAs associated with metastatic behavior that have previously been implicated in cancer biology, which will be prioritized for validation. Also, 21 RNAs were upregulated at high levels in exosomes shed by metastatic cells, and their expression level was directly proportional with the metastatic character, suggesting that these RNAs may be tested for their potential as biomarkers. Future research will expand upon these newly identified genetic signatures of metastatic exosomal cargo and further validate their influence in driving metastasis.
This study received funding from DOD grant BC151687. This work was conducted under the auspices of the USDOE by LLNL (DE-AC52-07NA27344). IM number: LLNL-POST-758941
Citation Format: Kelly A. Martin, Nicholas R. Hum, Aimy Sebastian, Gabriela G. Loots. Comparison of exosomes shed by breast cancer cell lines with varying metastatic potential [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 5157.
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Hum N, Sebastian A, He W, Moya ML, Hynes WF, Adorno JJ, Hinckley A, Wheeler EK, Coleman MA, Loots GG. Abstract 37: RNA-seq comparisons of in vitro and in vivo cancer model platforms: Monolayer, spheroids, immunodeficient, and syngeneic mouse model. Cancer Res 2019. [DOI: 10.1158/1538-7445.am2019-37] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Preclinical cancer models have been vital contributors in minimizing this burden as well as understanding basic cancer cell biology, however conventional and modern cancer models do not accurately or reliably recapitulate the complex in vivo tumor environment. Clinical significance of discoveries made using in vitromodels requires an understanding of the limitations imparted from cancer cells in a non-native environment. An ideal pre-clinical cancer platform that mimicks in vivo molecular phenotypes is essential for achieving effective drug screening and personalized treatments. This study aims to elucidate biological processes deficient in conventional in vitro methods from in vivo grown allograft cancer cells via transcriptome analysis.
The effects of culturing conditions on cancer cells were analyzed via whole transcriptome RNA sequencing on a mouse mammary carcinoma (4T1) cell line grown in multiple culture conditions: 2D (monolayer) or 3D (spheroid) constructs under static or dynamic flow in addition to 4T1 cells isolated from subcutaneous or orthotopically grown tumors into the mammary fat pad of immune-competent, BALB/c mice.
Comparative analysis of whole transcriptomic profiles of 4T1 cells in differing culturing conditions reveals distinct biological processes fostered by their environment. Monolayer culture shows enrichment in gene ontologies promoting proliferation, cell cycle progression, and protein synthesis. Compared to monolayer culture all 3-dimensional culturing methods encouraged the expression of proteins known to be critical to tumor progression such as extracellular matrix remodeling, adhesion, and differentiation. Furthermore, spheroid culture introduced heterogeneity as evidenced by upregulation of hypoxic induced genes and regulation of multicellular organism development processes. As expected, 4T1 cells expanded in vivo upregulated genes associated with processes difficult to recapitulate in vitro such as cell migration, inflammatory response, and angiogenesis.
3D culturing methods are able to recapitulate aspects of tumor heterogeneity yet fail to incorporate the complex heterogeneous cell composition and transient fluxes in nutrients and drugs found in vivo. Findings from this study demonstrate the behavioral and transcriptional alterations imparted from environmental factors. Additionally, clinically relevant in vitro testing can be improved by the incorporation of factors found in the native tumor microenvironment to existing 3D culturing approaches.
This study received funding from LLNL LDRD grant 19-SI-003. This work was conducted under the auspices of the USDOE by LLNL (DE-AC52-07NA27344).
Citation Format: Nicholas Hum, Aimy Sebastian, Wei He, Monica L. Moya, William F. Hynes, Jonathan J. Adorno, Aubree Hinckley, Elizabeth K. Wheeler, Matthew A. Coleman, Gabriela G. Loots. RNA-seq comparisons of in vitro and in vivo cancer model platforms: Monolayer, spheroids, immunodeficient, and syngeneic mouse model [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 37.
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Affiliation(s)
- Nicholas Hum
- Lawrence Livermore National Laboratory, Livermore, CA
| | | | - Wei He
- Lawrence Livermore National Laboratory, Livermore, CA
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Millan AJ, Elizaldi SR, Lee EM, Aceves JO, Murugesh D, Loots GG, Manilay JO. Sostdc1 Regulates NK Cell Maturation and Cytotoxicity. J Immunol 2019; 202:2296-2306. [PMID: 30814306 DOI: 10.4049/jimmunol.1801157] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/23/2018] [Accepted: 02/06/2019] [Indexed: 01/08/2023]
Abstract
NK cells are innate-like lymphocytes that eliminate virally infected and cancerous cells, but the mechanisms that control NK cell development and cytotoxicity are incompletely understood. We identified roles for sclerostin domain-containing-1 (Sostdc1) in NK cell development and function. Sostdc1-knockout (Sostdc1 -/-) mice display a progressive accumulation of transitional NK cells (tNKs) (CD27+CD11b+) with age, indicating a partial developmental block. The NK cell Ly49 repertoire in Sostdc1 -/- mice is also changed. Lower frequencies of Sostdc1 -/- splenic tNKs express inhibitory Ly49G2 receptors, but higher frequencies express activating Ly49H and Ly49D receptors. However, the frequencies of Ly49I+, G2+, H+, and D+ populations were universally decreased at the most mature (CD27-CD11b+) stage. We hypothesized that the Ly49 repertoire in Sostdc1 -/- mice would correlate with NK killing ability and observed that Sostdc1-/- NK cells are hyporesponsive against MHC class I-deficient cell targets in vitro and in vivo, despite higher CD107a surface levels and similar IFN-γ expression to controls. Consistent with Sostdc1's known role in Wnt signaling regulation, Tcf7 and Lef1 levels were higher in Sostdc1 -/- NK cells. Expression of the NK development gene Id2 was decreased in Sostdc1-/- immature NK and tNK cells, but Eomes and Tbx21 expression was unaffected. Reciprocal bone marrow transplant experiments showed that Sostdc1 regulates NK cell maturation and expression of Ly49 receptors in a cell-extrinsic fashion from both nonhematopoietic and hematopoietic sources. Taken together, these data support a role for Sostdc1 in the regulation of NK cell maturation and cytotoxicity, and identify potential NK cell niches.
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Affiliation(s)
- Alberto J Millan
- Department of Molecular Cell Biology, School of Natural Sciences, University of California, Merced, Merced, CA 95343; and
| | - Sonny R Elizaldi
- Department of Molecular Cell Biology, School of Natural Sciences, University of California, Merced, Merced, CA 95343; and
| | - Eric M Lee
- Department of Molecular Cell Biology, School of Natural Sciences, University of California, Merced, Merced, CA 95343; and
| | - Jeffrey O Aceves
- Department of Molecular Cell Biology, School of Natural Sciences, University of California, Merced, Merced, CA 95343; and
| | - Deepa Murugesh
- Department of Molecular Cell Biology, School of Natural Sciences, University of California, Merced, Merced, CA 95343; and
| | - Gabriela G Loots
- Department of Molecular Cell Biology, School of Natural Sciences, University of California, Merced, Merced, CA 95343; and.,Physical and Life Sciences Directorate, Lawrence Livermore National Laboratories, Livermore, CA 94550
| | - Jennifer O Manilay
- Department of Molecular Cell Biology, School of Natural Sciences, University of California, Merced, Merced, CA 95343; and
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Loots GG, Robling AG, Chang JC, Murugesh DK, Bajwa J, Carlisle C, Manilay JO, Wong A, Yellowley CE, Genetos DC. Vhl deficiency in osteocytes produces high bone mass and hematopoietic defects. Bone 2018; 116:307-314. [PMID: 30172741 DOI: 10.1016/j.bone.2018.08.022] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2018] [Revised: 08/28/2018] [Accepted: 08/29/2018] [Indexed: 12/11/2022]
Abstract
Tissue oxygen (O2) levels vary during development and disease; adaptations to decreased O2 (hypoxia) are mediated by hypoxia-inducible factor (HIF) transcription factors. HIFs are active in the skeleton, and stabilizing HIF-α isoforms cause high bone mass (HBM) phenotypes. A fundamental limitation of previous studies examining the obligate role for HIF-α isoforms in the skeleton involves the persistence of gene deletion as osteolineage cells differentiate into osteocytes. Because osteocytes orchestrate skeletal development and homeostasis, we evaluated the influence of Vhl or Hif1a disruption in osteocytes. Osteocytic Vhl deletion caused HBM phenotype, but Hif1a was dispensable in osteocytes. Vhl cKO mice revealed enhanced canonical Wnt signaling. B cell development was reduced while myelopoiesis increased in osteocytic Vhl cKO, revealing a novel influence of Vhl/HIF-α function in osteocytes on maintenance of bone microarchitecture via canonical Wnt signaling and effects on hematopoiesis.
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Affiliation(s)
- Gabriela G Loots
- Lawrence Livermore National Laboratories, Physical and Life Sciences Directorate, Livermore, CA, USA; Molecular Cell Biology Unit, School of Natural Sciences, UC Merced, Merced, CA, USA
| | - Alexander G Robling
- Department of Anatomy and Cell Biology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Jiun C Chang
- Lawrence Livermore National Laboratories, Physical and Life Sciences Directorate, Livermore, CA, USA; Molecular Cell Biology Unit, School of Natural Sciences, UC Merced, Merced, CA, USA
| | - Deepa K Murugesh
- Lawrence Livermore National Laboratories, Physical and Life Sciences Directorate, Livermore, CA, USA
| | - Jamila Bajwa
- Molecular Cell Biology Unit, School of Natural Sciences, UC Merced, Merced, CA, USA
| | - Cameron Carlisle
- Molecular Cell Biology Unit, School of Natural Sciences, UC Merced, Merced, CA, USA
| | - Jennifer O Manilay
- Molecular Cell Biology Unit, School of Natural Sciences, UC Merced, Merced, CA, USA
| | - Alice Wong
- Department of Anatomy, Physiology, and Cell Biology, School of Veterinary Medicine, University of California Davis, Davis, CA, USA
| | - Clare E Yellowley
- Department of Anatomy, Physiology, and Cell Biology, School of Veterinary Medicine, University of California Davis, Davis, CA, USA
| | - Damian C Genetos
- Department of Anatomy, Physiology, and Cell Biology, School of Veterinary Medicine, University of California Davis, Davis, CA, USA.
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Hum NR, Martin KA, Malfatti MA, Haack K, Buchholz BA, Loots GG. Tracking Tumor Colonization in Xenograft Mouse Models Using Accelerator Mass Spectrometry. Sci Rep 2018; 8:15013. [PMID: 30302019 PMCID: PMC6178347 DOI: 10.1038/s41598-018-33368-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2018] [Accepted: 09/24/2018] [Indexed: 12/12/2022] Open
Abstract
Here we introduce an Accelerator Mass Spectrometry (AMS)-based high precision method for quantifying the number of cancer cells that initiate metastatic tumors, in xenograft mice. Quantification of 14C per cell prior to injection into animals, and quantification of 14C in whole organs allows us to extrapolate the number of cancer cells available to initiate metastatic tumors. The 14C labeling was optimized such that 1 cancer cell was detected among 1 million normal cells. We show that ~1–5% of human cancer cells injected into immunodeficient mice form subcutaneous tumors, and even fewer cells initiate metastatic tumors. Comparisons of metastatic site colonization between a highly metastatic (PC3) and a non-metastatic (LnCap) cell line showed that PC3 cells colonize target tissues in greater quantities at 2 weeks post-delivery, and by 12 weeks post-delivery no 14C was detected in LnCap xenografts, suggesting that all metastatic cells were cleared. The 14C-signal correlated with the presence and the severity of metastatic tumors. AMS measurements of 14C-labeled cells provides a highly-sensitive, quantitative assay to experimentally evaluate metastasis and colonization of target tissues in xenograft mouse models. This approach can potentially be used to evaluate tumor aggressiveness and assist in making informed decisions regarding treatment.
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Affiliation(s)
- Nicholas R Hum
- Lawrence Livermore National Laboratory, Physical and Life Sciences Directorate, Livermore, CA, USA
| | - Kelly A Martin
- Lawrence Livermore National Laboratory, Physical and Life Sciences Directorate, Livermore, CA, USA.,Georgetown University, Department of Biochemistry & Molecular Biology, Washington, DC, USA
| | - Michael A Malfatti
- Lawrence Livermore National Laboratory, Physical and Life Sciences Directorate, Livermore, CA, USA
| | - Kurt Haack
- Lawrence Livermore National Laboratory, Physical and Life Sciences Directorate, Livermore, CA, USA
| | - Bruce A Buchholz
- Center for Accelerator Mass Spectrometry, Lawrence Livermore National Laboratory, Livermore, CA, USA
| | - Gabriela G Loots
- Lawrence Livermore National Laboratory, Physical and Life Sciences Directorate, Livermore, CA, USA. .,UC Merced, School of Natural Sciences, Merced, CA, USA.
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Yee CS, Manilay JO, Chang JC, Hum NR, Murugesh DK, Bajwa J, Mendez ME, Economides AE, Horan DJ, Robling AG, Loots GG. Conditional Deletion of Sost in MSC-Derived Lineages Identifies Specific Cell-Type Contributions to Bone Mass and B-Cell Development. J Bone Miner Res 2018; 33:1748-1759. [PMID: 29750826 DOI: 10.1002/jbmr.3467] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/10/2017] [Revised: 04/26/2018] [Accepted: 04/28/2018] [Indexed: 11/10/2022]
Abstract
Sclerostin (Sost) is a negative regulator of bone formation and blocking its function via antibodies has shown great therapeutic promise by increasing both bone mass in humans and animal models. Sclerostin deletion in Sost KO mice (Sost-/- ) causes high bone mass (HBM) similar to sclerosteosis patients. Sost-/- mice have been shown to display an up to 300% increase in bone volume/total volume (BV/TV), relative to age-matched controls. It has been postulated that the main source of skeletal sclerostin is the osteocyte. To understand the cell-type specific contributions to the HBM phenotype described in Sost-/- mice, as well as to address the endocrine and paracrine mode of action of sclerostin, we examined the skeletal phenotypes of conditional Sost loss-of-function (SostiCOIN/iCOIN ) mice with specific deletions in (1) the limb mesenchyme (Prx1-Cre; targets osteoprogenitors and their progeny); (2) midstage osteoblasts and their progenitors (Col1-Cre); (3) mature osteocytes (Dmp1-Cre); and (4) hypertrophic chondrocytes and their progenitors (ColX-Cre). All conditional alleles resulted in significant increases in bone mass in trabecular bone in both the femur and lumbar vertebrae, but only Prx1-Cre deletion fully recapitulated the amplitude of the HBM phenotype in the appendicular skeleton and the B-cell defect described in the global KO. Despite WT expression of Sost in the axial skeleton of Prx1-Cre deleted mice, these mice also had a significant increase in bone mass in the vertebrae, but the sclerostin released in circulation by the axial skeleton did not affect bone parameters in the appendicular skeleton. Also, both Col1 and Dmp1 deletion resulted in a similar 80% significant increase in trabecular bone mass, but only Col1 and Prx1 deletion resulted in a significant increase in cortical thickness. We conclude that several cell types within the Prx1-osteoprogenitor-derived lineages contribute significant amounts of sclerostin protein to the paracrine pool of Sost in bone. © 2018 The Authors. Journal of Bone and Mineral Research Published by Wiley Periodicals, Inc.
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Affiliation(s)
- Cristal S Yee
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratories, Livermore, CA, USA.,Molecular Cell Biology Unit, School of Natural Sciences, University of California-Merced, Merced, CA, USA
| | - Jennifer O Manilay
- Molecular Cell Biology Unit, School of Natural Sciences, University of California-Merced, Merced, CA, USA
| | - Jiun C Chang
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratories, Livermore, CA, USA.,Molecular Cell Biology Unit, School of Natural Sciences, University of California-Merced, Merced, CA, USA
| | - Nicholas R Hum
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratories, Livermore, CA, USA
| | - Deepa K Murugesh
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratories, Livermore, CA, USA
| | - Jamila Bajwa
- Molecular Cell Biology Unit, School of Natural Sciences, University of California-Merced, Merced, CA, USA
| | - Melanie E Mendez
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratories, Livermore, CA, USA.,Molecular Cell Biology Unit, School of Natural Sciences, University of California-Merced, Merced, CA, USA
| | | | - Daniel J Horan
- Department of Anatomy and Cell Biology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Alexander G Robling
- Department of Anatomy and Cell Biology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Gabriela G Loots
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratories, Livermore, CA, USA.,Molecular Cell Biology Unit, School of Natural Sciences, University of California-Merced, Merced, CA, USA
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Sebastian A, Chang JC, Mendez ME, Murugesh DK, Hatsell S, Economides AN, Christiansen BA, Loots GG. Comparative Transcriptomics Identifies Novel Genes and Pathways Involved in Post-Traumatic Osteoarthritis Development and Progression. Int J Mol Sci 2018; 19:ijms19092657. [PMID: 30205482 PMCID: PMC6163882 DOI: 10.3390/ijms19092657] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [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: 08/14/2018] [Revised: 09/01/2018] [Accepted: 09/01/2018] [Indexed: 12/12/2022] Open
Abstract
Anterior cruciate ligament (ACL) injuries often result in post-traumatic osteoarthritis (PTOA). To better understand the molecular mechanisms behind PTOA development following ACL injury, we profiled ACL injury-induced transcriptional changes in knee joints of three mouse strains with varying susceptibility to OA: STR/ort (highly susceptible), C57BL/6J (moderately susceptible) and super-healer MRL/MpJ (not susceptible). Right knee joints of the mice were injured using a non-invasive tibial compression injury model and global gene expression was quantified before and at 1-day, 1-week, and 2-weeks post-injury using RNA-seq. Following injury, injured and uninjured joints of STR/ort and injured C57BL/6J joints displayed significant cartilage degeneration while MRL/MpJ had little cartilage damage. Gene expression analysis suggested that prolonged inflammation and elevated catabolic activity in STR/ort injured joints, compared to the other two strains may be responsible for the severe PTOA phenotype observed in this strain. MRL/MpJ had the lowest expression values for several inflammatory cytokines and catabolic enzymes activated in response to ACL injury. Furthermore, we identified several genes highly expressed in MRL/MpJ compared to the other two strains including B4galnt2 and Tpsab1 which may contribute to enhanced healing in the MRL/MpJ. Overall, this study has increased our knowledge of early molecular changes associated with PTOA development.
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Affiliation(s)
- Aimy Sebastian
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratories, Livermore, CA 95101, USA.
| | - Jiun C Chang
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratories, Livermore, CA 95101, USA.
- School of Natural Sciences, UC Merced, Merced, CA 95101, USA.
| | - Melanie E Mendez
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratories, Livermore, CA 95101, USA.
- School of Natural Sciences, UC Merced, Merced, CA 95101, USA.
| | - Deepa K Murugesh
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratories, Livermore, CA 95101, USA.
| | - Sarah Hatsell
- Regeneron Pharmaceuticals, Tarrytown, NY 10020, USA.
| | | | - Blaine A Christiansen
- Department of Orthopedic Surgery, UC Davis Medical Center, Sacramento, CA 95101, USA.
| | - Gabriela G Loots
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratories, Livermore, CA 95101, USA.
- School of Natural Sciences, UC Merced, Merced, CA 95101, USA.
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Hum NH, Martin KA, Loots GG. Abstract 2136: Transcriptome analysis of osteoblasts fused with cancer-derived exosomes. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-2136] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Breast cancer tumors have a high rate of metastasis and certain aggressive subtypes favor the bone environment. Clinically, it is estimated that metastatic breast cancer has a prevalence of up to 70% of bone tumors. Exosomes are important in cell-cell communication, and are increasingly being recognized as key contributors for priming targeted tissues for metastasis. Despite numerous advances in exosome detection and cargo characterization, transcriptional effects of cancer exosomes on targeted cells remain difficult to characterize at physiologically relevant levels. This is largely due to a combination of limited exosome secretion/uptake and an inability to segregate affected cells from the population. Conventional approaches to circumvent these limitations include spiking cell environments with exosome quantities far in excess of physiological concentrations.
We sought to analyze the transcriptional effect of cancer exosomes on cells that have uptaken cancer-derived exosomes in a dynamic co-culture environment. In order to accomplish this, we first engineered a human breast cancer cell line (MDA-MB-231) to express GFP labeled exosomes. This novel cell line expresses three GFP fusion proteins for tetraspanin exosome markers (CD9, CD63, and CD81) known to be found on exosomes derived from MDA-MB-231 cells. Stable, intrinsic, fluorescent labeling of three exosome markers allows for an improved, more sensitive method for the analysis of exosome transfer. We can now examine transfer representing a more diverse pool of exosomes requiring no manipulation post exosome isolation prior to visualization.
To investigate breast cancer exosome-mediated alterations on gene expression in bone cells to mimic breast cancer bone metastasis, this GFP exosome expressing line (MDA-MB-231 exo-GFP) was co-cultured with a mouse osteoblast cell line (MC3T3) then analyzed via flow cytometry to quantify the uptake of cancer exosomes in target cell population over time. MC3T3 cells that become GFP positive, indicative of exosome mediated transfer, increased from 0.91% of the population on day 3 post co-culture to 17.3% on day 14. Subsequent cell sorting and RNA-seq of GFP positive MC3T3 populations yielded novel insights into the progressive transcriptional effect of cancer exosomes on target cells. Future research will expand upon this approach to examine the effects on bone cells non-metastatic and metastatic cancer cell lines have on the metastatic niche through exosome-mediated signaling. This approach introduces a novel method for prolonged transcriptional analysis of cancer and target cell co-culture allowing the segregation of exosome affected and unaffected subpopulations of target cells.
This study was funded by DOD grant BC151687. This work was conducted under the auspices of the USDOE by LLNL (DE-AC52-07NA27344).
Citation Format: Nicholas H. Hum, Kelly A. Martin, Gabriela G. Loots. Transcriptome analysis of osteoblasts fused with cancer-derived exosomes [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 2136.
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Hum NR, He W, Sebastian A, Wheeler EK, Coleman MA, Loots GG. Abstract 2528: Determining gene expression variability between in vitro and in vivo cancer models: Monolayer, spheroids, and mouse allografts. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-2528] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
An ideal pre-clinical environment that recapitulates in vivo growth conditions ex vivo is an essential pre-requisite for effective drug screening. Conventional monolayer culturing of cancer cells as a pre-clinical model have repeatedly failed to recapitulate responses seen clinically. While 3D culturing methods are able to generate some level of tumor heterogeneity including hypoxic core, cell-cell interactions, gradients of drug penetration, as well as cancer stem cell differentiation, these culturing methods fail to incorporate the complex heterogenous cell composition and transient fluxes in nutrients or drugs.
To investigate the effects of culturing conditions on gene expression of cancer cells, RNA sequencing was performed on a mouse mammary carcinoma (4T1) cell line grown in a variety of culture conditions: 2D (monolayer) or 3D (spheroid). Additionally, gene expression analysis was performed on tumors derived from 4T1 cells injected subcutaneously (SQ) into the murine flank or orthotopically (OT) into the mammary fat pad of BALB/c mice.
Pairwise analysis of RNA sequencing data identified 235 down- and 1029 up- regulated genes differentially expressed between the 2D and 3D culture methods. Differential expression identified genes involved in cell migration, extracellular matrix organization, cell adhesion, angiogenesis, hypoxic response, cell differentiation, as well as key cancer related pathways including TNF, Jak-STAT, and PI3K-AKt primarily upregulated in 3D culture. Similar differential expression was found for genes encoding extracellular matrix proteins, which may be reflective of the 3D environment. Both in vivo allograft models produced highly similar gene expression profiles with only 31 up- and 20 down- regulated genes differentially expressed between OT and SQ tumors. Down-regulated genes were enriched in transcriptional regulatory gene networks and up-regulated genes were enriched for signaling/secreted proteins. The gene expression profiles of in vivo tumors were significantly different when compared to the 2D (973 down regulated, 1971 upregulated genes); and 99 of these transcripts were only expressed in in vivo tumors, highlighting the increased heterogeneity of cell composition found in allografts.
3D culturing of cancer cells upregulates pathways known to be critical to tumor progression including genes known to be essential for adhesion, differentiation, and ECM remodeling however the gene expression profile of spheroids is significantly different than that of cancer cells expanded in vivo. Future culturing methods incorporating immune cells, cancer supporting cells such as fibroblasts and other stromal components are more likely to improve the phenotype of 3D cultured tumor cells.
This study received funding from LLNL LDRD grant 17-ERD-121. This work was conducted under the auspices of the USDOE by LLNL (DE-AC52-07NA27344).
Citation Format: Nicholas R. Hum, Wei He, Aimy Sebastian, Elizabeth K. Wheeler, Matthew A. Coleman, Gabriela G. Loots. Determining gene expression variability between in vitro and in vivo cancer models: Monolayer, spheroids, and mouse allografts [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 2528.
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Affiliation(s)
| | - Wei He
- Lawrence Livermore National Laboratory, Livermore, CA
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Martin KA, Sebastian A, Hum NR, Murugesh DK, Pan CX, Ma AH, White RWDV, Loots GG. Abstract 908: Overexpression of nicotinamide N-methyltransferase confers gemcitabine resistance in bladder cancer. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-908] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Bladder cancer is among the top ten most common cancers diagnosed, with about ~380,000 new cases and ~150,000 deaths per year reported worldwide. Platinum-based chemotherapy in combination with gemcitabine, a nucleoside analog, is a widely used treatment option for advanced bladder cancer. It has been shown that only ~50% of the patients with advanced bladder cancer respond to platinum-based therapy. Cancer cells often become non-responsive to therapy that once proved efficacious and are now drug resistant. Drug resistance represents a significant, ongoing challenge in eradicating cancer.
We have employed a patient-derived bladder cancer xenograft (PDX) platform to further investigate the molecular mechanisms that contribute to gemcitabine-induced drug resistance in advanced bladder cancer. Transcriptome profiling of passage 4 bladder cancer xenograft tumors from 2 gemcitabine sensitive PDX lines (BL0440 & BL0293) was performed using RNA sequencing (RNAseq) analysis, before and after a 21-day cisplatin/gemcitabine drug treatment regimen. Key regulatory pathways and genes contributing to drug resistant bladder cancer have been identified and validated by overexpression in a 5637 bladder cancer cell line.
RNA sequencing data has indicated significant differences between the transcriptional profiles of drug-sensitive and drug-resistant tumors. PDXs retained morphology and shared 92-97% of genetic alterations of parental cancer cells. We identified 106 genes >1.5 fold up-regulated and 45 genes >1.5 fold down-regulated in the drug resistant tumors compared to their drug sensitive counterparts. Of the genes that were significantly upregulated, two methyltransferase enzymes were further validated: Nicotinamide N-methyltransferase (NNMT) and methionine methyltransferase 1A (MAT1A). These genes were found to be contributors to gemcitabine-mediated drug resistance. 5637 cells overexpressing NNMT yielded a 200-fold increase in gemcitabine resistance relative to parental strain. In conclusion, chemoresistance to gemcitabine is associated with differential expression of genes and alteration of downstream signaling pathways. Upregulation of NNMT & MAT1A can potentially be used as novel biomarkers for subpopulations of drug resistant bladder cancer for which improved therapeutics can be developed. Future direction will likely include studies to elucidate exact molecular mechanisms by which cancer cells utilize methyltransferases to no longer respond to gemcitabine therapy.
This work was conducted under the auspices of the USDOE by LLNL (DE-AC52-07NA27344).
Citation Format: Kelly A. Martin, Aimy Sebastian, Nicholas R. Hum, Deepa K. Murugesh, Chong-xian Pan, Ai-Hong Ma, Ralph W. de Vere White, Gabriela G. Loots. Overexpression of nicotinamide N-methyltransferase confers gemcitabine resistance in bladder cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 908.
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Affiliation(s)
| | | | | | | | | | - Ai-Hong Ma
- 3UC Davis Comprehensive Cancer Center, Livermore, CA
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Witcher PC, Miner SE, Horan DJ, Bullock WA, Lim KE, Kang KS, Adaniya AL, Ross RD, Loots GG, Robling AG. Sclerostin neutralization unleashes the osteoanabolic effects of Dkk1 inhibition. JCI Insight 2018; 3:98673. [PMID: 29875318 DOI: 10.1172/jci.insight.98673] [Citation(s) in RCA: 52] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2017] [Accepted: 04/26/2018] [Indexed: 12/12/2022] Open
Abstract
The WNT pathway has become an attractive target for skeletal therapies. High-bone-mass phenotypes in patients with loss-of-function mutations in the LRP5/6 inhibitor Sost (sclerosteosis), or in its downstream enhancer region (van Buchem disease), highlight the utility of targeting Sost/sclerostin to improve bone properties. Sclerostin-neutralizing antibody is highly osteoanabolic in animal models and in human clinical trials, but antibody-based inhibition of another potent LRP5/6 antagonist, Dkk1, is largely inefficacious for building bone in the unperturbed adult skeleton. Here, we show that conditional deletion of Dkk1 from bone also has negligible effects on bone mass. Dkk1 inhibition increases Sost expression, suggesting a potential compensatory mechanism that might explain why Dkk1 suppression lacks anabolic action. To test this concept, we deleted Sost from osteocytes in, or administered sclerostin neutralizing antibody to, mice with a Dkk1-deficient skeleton. A robust anabolic response to Dkk1 deletion was manifest only when Sost/sclerostin was impaired. Whole-body DXA scans, μCT measurements of the femur and spine, histomorphometric measures of femoral bone formation rates, and biomechanical properties of whole bones confirmed the anabolic potential of Dkk1 inhibition in the absence of sclerostin. Further, combined administration of sclerostin and Dkk1 antibody in WT mice produced a synergistic effect on bone gain that greatly exceeded individual or additive effects of the therapies, confirming the therapeutic potential of inhibiting multiple WNT antagonists for skeletal health. In conclusion, the osteoanabolic effects of Dkk1 inhibition can be realized if sclerostin upregulation is prevented. Anabolic therapies for patients with low bone mass might benefit from a strategy that accounts for the compensatory milieu of WNT inhibitors in bone tissue.
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Affiliation(s)
- Phillip C Witcher
- Department of Anatomy & Cell Biology, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Sara E Miner
- Department of Anatomy & Cell Biology, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Daniel J Horan
- Department of Anatomy & Cell Biology, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Whitney A Bullock
- Department of Anatomy & Cell Biology, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Kyung-Eun Lim
- Department of Anatomy & Cell Biology, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Kyung Shin Kang
- Department of Anatomy & Cell Biology, Indiana University School of Medicine, Indianapolis, Indiana, USA.,Department of Physical Sciences & Engineering, Anderson University, Anderson, Indiana, USA
| | - Alison L Adaniya
- Department of Anatomy & Cell Biology, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Ryan D Ross
- Department of Cell & Molecular Medicine, Rush University Medical Center, Chicago, Illinois, USA
| | - Gabriela G Loots
- Biology and Biotechnology Division, Lawrence Livermore National Laboratory, Livermore, California, USA.,School of Natural Sciences, University of California, Merced, California, USA
| | - Alexander G Robling
- Department of Anatomy & Cell Biology, Indiana University School of Medicine, Indianapolis, Indiana, USA.,Richard L. Roudebush Veterans Affairs Medical Center, Indianapolis, Indiana, USA.,Department of Biomedical Engineering, Indiana University-Purdue University Indianapolis, Indianapolis, Indiana, USA.,Indiana Center for Musculoskeletal Health, Indianapolis, Indiana, USA
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Chang JC, Christiansen BA, Murugesh DK, Sebastian A, Hum NR, Collette NM, Hatsell S, Economides AN, Blanchette CD, Loots GG. SOST/Sclerostin Improves Posttraumatic Osteoarthritis and Inhibits MMP2/3 Expression After Injury. J Bone Miner Res 2018; 33:1105-1113. [PMID: 29377313 PMCID: PMC6033030 DOI: 10.1002/jbmr.3397] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2017] [Revised: 01/02/2018] [Accepted: 01/14/2018] [Indexed: 12/21/2022]
Abstract
Patients with anterior cruciate ligament (ACL) rupture are two times as likely to develop posttraumatic osteoarthritis (PTOA). Annually, there are ∼900,000 knee injuries in the United States, which account for ∼12% of all osteoarthritis (OA) cases. PTOA leads to reduced physical activity, deconditioning of the musculoskeletal system, and in severe cases requires joint replacement to restore function. Therefore, treatments that would prevent cartilage degradation post-injury would provide attractive alternatives to surgery. Sclerostin (Sost), a Wnt antagonist and a potent negative regulator of bone formation, has recently been implicated in regulating chondrocyte function in OA. To determine whether elevated levels of Sost play a protective role in PTOA, we examined the progression of OA using a noninvasive tibial compression overload model in SOST transgenic (SOSTTG ) and knockout (Sost-/- ) mice. Here we report that SOSTTG mice develop moderate OA and display significantly less advanced PTOA phenotype at 16 weeks post-injury compared with wild-type (WT) controls and Sost-/- . In addition, SOSTTG built ∼50% and ∼65% less osteophyte volume than WT and Sost-/- , respectively. Quantification of metalloproteinase (MMP) activity showed that SOSTTG had ∼2-fold less MMP activation than WT or Sost-/- , and this was supported by a significant reduction in MMP2/3 protein levels, suggesting that elevated levels of SOST inhibit the activity of proteolytic enzymes known to degrade articular cartilage matrix. Furthermore, intra-articular administration of recombinant Sost protein, immediately post-injury, also significantly decreased MMP activity levels relative to PBS-treated controls, and Sost activation in response to injury was TNFα and NF-κB dependent. These results provide in vivo evidence that sclerostin functions as a protective molecule immediately after joint injury to prevent cartilage degradation. © 2018 The Authors. Journal of Bone and Mineral Research Published by Wiley Periodicals Inc.
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Affiliation(s)
- Jiun C Chang
- Lawrence Livermore National Laboratories, Physical and Life Sciences Directorate, Livermore, CA, USA.,University of California at Merced, School of Natural Sciences, Merced, CA, USA
| | | | - Deepa K Murugesh
- Lawrence Livermore National Laboratories, Physical and Life Sciences Directorate, Livermore, CA, USA
| | - Aimy Sebastian
- Lawrence Livermore National Laboratories, Physical and Life Sciences Directorate, Livermore, CA, USA.,University of California at Merced, School of Natural Sciences, Merced, CA, USA
| | - Nicholas R Hum
- Lawrence Livermore National Laboratories, Physical and Life Sciences Directorate, Livermore, CA, USA
| | - Nicole M Collette
- Lawrence Livermore National Laboratories, Physical and Life Sciences Directorate, Livermore, CA, USA
| | | | | | - Craig D Blanchette
- Lawrence Livermore National Laboratories, Physical and Life Sciences Directorate, Livermore, CA, USA
| | - Gabriela G Loots
- Lawrence Livermore National Laboratories, Physical and Life Sciences Directorate, Livermore, CA, USA.,University of California at Merced, School of Natural Sciences, Merced, CA, USA
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Millan AJ, Elizaldi S, Lee E, Murugesh D, Loots GG, Manilay JO. Sostdc1 regulates natural killer cell maturation and cytotoxicity. The Journal of Immunology 2018. [DOI: 10.4049/jimmunol.200.supp.171.12] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Abstract
Natural killer (NK) cells are specialized lymphocytes with innate ability to eliminate virally infected and cancerous cells, but the mechanisms that control NK cell development and cytotoxicity are incompletely understood. We identified novel roles for sclerostin domain containing-1 (Sostdc1) in NK cell development and function. Sostdc1-knockout (KO) mice display a progressive accumulation of transitional NK cells (CD27+CD11b+, tNK) with age, indicating a partial developmental block. The Ly49 repertoire on NK cells in KO mice is also changed. Lower frequencies (%) of KO splenic tNKs express inhibitory Ly49G2, but higher % of activating Ly49H+ and D+ cells. However, the % of Ly49I+, G2+, H+ and D+ populations were universally decreased at the most mature (CD27− CD11b+, mNK) stage. We hypothesized that the Ly49 repertoire in Sostdc1-KO mice would correlate with NK killing ability. We observed that KO NK cells are hyporesponsive against MHC-I-deficient cell targets in vitro and in vivo, despite higher CD107a surface levels and similar IFN-gamma expression to controls. Further investigation is required to determine Sostdc1’s role in NK cell cytotoxicity and self/non-self recognition. Sostdc1 is expressed in the bone periosteum, and we discovered Sostdc1 expression in NK cells. Consistent with this, reciprocal BM transplant experiments showed that Sostdc1 regulates NK cells through cell-extrinsic and cell-intrinsic manners. Transcriptomic profiling should identify if Sostdc1’s known roles in Wnt and BMP signaling are active, and reveal novel effects of Sostdc1 on NK cells. Taken together, these data support a role for Sostdc1 in the regulation of NK cell maturation, and NK cell cytotoxicity, and identify potential NK cell niches.
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