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Jui E, Kingsley G, Phan HKT, Singampalli KL, Birla RK, Connell JP, Keswani SG, Grande-Allen KJ. Shear Stress Induces a Time-Dependent Inflammatory Response in Human Monocyte-Derived Macrophages. Ann Biomed Eng 2024; 52:2932-2947. [PMID: 39289258 DOI: 10.1007/s10439-024-03546-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Accepted: 05/10/2024] [Indexed: 09/19/2024]
Abstract
Macrophages are innate immune cells that are known for their extreme plasticity, enabling diverse phenotypes that lie on a continuum. In a simplified model, they switch between pro-inflammatory (M1) and anti-inflammatory (M2) phenotypes depending on surrounding microenvironmental cues, which have been implicated in disease outcomes. Although considerable research has been focused on macrophage response to biochemical cues and mechanical signals, there is a scarcity of knowledge surrounding their behavior in response to shear stress. In this study, we applied varying magnitudes of shear stress on human monocyte-derived macrophages (MDMs) using a cone-and-plate viscometer and evaluated changes in morphology, gene expression, protein expression, and cytokine secretion over time. MDMs exposed to shear stress exhibited a rounder morphology compared to statically-cultured controls. RT-qPCR results showed significant upregulation of TNF-α, and analysis of cytokine release revealed increased secretion of IL-8, IL-18, fractalkine, and other chemokines. The upregulation of pro-inflammatory factors was evident with both increasing magnitudes of shear and time. Taken together, these results indicate that prolonged shear exposure induced a pro-inflammatory phenotype in human MDMs. These findings have implications for medical technology development, such as in situ vascular graft design wherein macrophages are exposed to shear and have been shown to affect graft resorption, and in delineating disease pathophysiology, for example to further illuminate the role of macrophages in atherosclerosis where shear is directly related to disease outcome.
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Affiliation(s)
- Elysa Jui
- Department of Bioengineering, Rice University, 6100 Main St, Houston, TX, USA
| | - Griffin Kingsley
- Department of Bioengineering, Rice University, 6100 Main St, Houston, TX, USA
| | - Hong Kim T Phan
- Department of Bioengineering, Rice University, 6100 Main St, Houston, TX, USA
| | - Kavya L Singampalli
- Department of Bioengineering, Rice University, 6100 Main St, Houston, TX, USA
- Medical Scientist Training Program, Baylor College of Medicine, Houston, TX, USA
| | - Ravi K Birla
- Department of Surgery, Baylor College of Medicine, Houston, TX, USA
- Division of Pediatric Surgery, Department of Surgery, Texas Children's Hospital, Houston, TX, USA
| | - Jennifer P Connell
- Department of Bioengineering, Rice University, 6100 Main St, Houston, TX, USA
| | - Sundeep G Keswani
- Department of Surgery, Baylor College of Medicine, Houston, TX, USA
- Division of Pediatric Surgery, Department of Surgery, Texas Children's Hospital, Houston, TX, USA
| | - K Jane Grande-Allen
- Department of Bioengineering, Rice University, 6100 Main St, Houston, TX, USA.
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Suk J, de Haan P, Lippe P, Brune C, Wolterink JM. Mesh neural networks for SE(3)-equivariant hemodynamics estimation on the artery wall. Comput Biol Med 2024; 173:108328. [PMID: 38552282 DOI: 10.1016/j.compbiomed.2024.108328] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Revised: 01/29/2024] [Accepted: 03/17/2024] [Indexed: 04/17/2024]
Abstract
Computational fluid dynamics (CFD) is a valuable asset for patient-specific cardiovascular-disease diagnosis and prognosis, but its high computational demands hamper its adoption in practice. Machine-learning methods that estimate blood flow in individual patients could accelerate or replace CFD simulation to overcome these limitations. In this work, we consider the estimation of vector-valued quantities on the wall of three-dimensional geometric artery models. We employ group-equivariant graph convolution in an end-to-end SE(3)-equivariant neural network that operates directly on triangular surface meshes and makes efficient use of training data. We run experiments on a large dataset of synthetic coronary arteries and find that our method estimates directional wall shear stress (WSS) with an approximation error of 7.6% and normalised mean absolute error (NMAE) of 0.4% while up to two orders of magnitude faster than CFD. Furthermore, we show that our method is powerful enough to accurately predict transient, vector-valued WSS over the cardiac cycle while conditioned on a range of different inflow boundary conditions. These results demonstrate the potential of our proposed method as a plugin replacement for CFD in the personalised prediction of hemodynamic vector and scalar fields.
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Affiliation(s)
- Julian Suk
- Department of Applied Mathematics & Technical Medical Center, University of Twente, Enschede, 7522 NB, The Netherlands.
| | - Pim de Haan
- Qualcomm AI Research, Qualcomm Technologies Netherlands B.V., Nijmegen, 6546 AS, The Netherlands; QUVA Lab, University of Amsterdam, Amsterdam, 1012 WX, The Netherlands
| | - Phillip Lippe
- QUVA Lab, University of Amsterdam, Amsterdam, 1012 WX, The Netherlands
| | - Christoph Brune
- Department of Applied Mathematics & Technical Medical Center, University of Twente, Enschede, 7522 NB, The Netherlands
| | - Jelmer M Wolterink
- Department of Applied Mathematics & Technical Medical Center, University of Twente, Enschede, 7522 NB, The Netherlands
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Ionescu S, Marincas M, Madge OL, Dicu-Andreescu IG, Chitoran E, Rotaru V, Cirimbei C, Gherghe M, Ene A, Rosca R, Radu M, Simion L. Ovarian Causes of Pseudomyxoma Peritonei (PMP)-A Literature Review. Cancers (Basel) 2024; 16:1446. [PMID: 38672528 PMCID: PMC11047873 DOI: 10.3390/cancers16081446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Revised: 04/04/2024] [Accepted: 04/06/2024] [Indexed: 04/28/2024] Open
Abstract
BACKGROUND Pseudomyxoma peritonei (PMP) is a rare, progressive, slowly growing, inadequately understood neoplasm with a 5-year progression-free survival rate of as low as 48%. It is characterized by varying degrees of malignancy and the production of mucinous and gelatinous structures. Typically, the development of pseudomyxoma peritonei is associated with the rupture of appendiceal mucinous tumors and other gastrointestinal or ovarian mucinous tumors. The goal of our literature review was to identify various aspects that characterize the ovarian causes of pseudomyxoma peritonei. MATERIALS AND METHODS The authors performed an extensive literature search between 1 February 2024 and 2 March 2024 on the following databases: Pubmed, Scopus, Oxford Journals, and Reaxys, and the findings were summarized into seven main clinical and paraclinical situations. RESULTS According to our research, the main instances in which pseudomyxoma peritonei can be triggered by an ovarian cause are the following: (1) mucinous cystadenoma; (2) mucinous ovarian cancer; (3) colon cancer with ovarian metastasis; (4) malignant transformation of an ovarian primary mature cystic teratoma; (5) appendiceal mucocele with peritoneal dissemination mimicking an ovarian tumor with peritoneal carcinomatosis; (6) mucinous borderline tumor developing inside an ovarian teratoma; and (7) the association between a mucinous bilateral ovarian cancer and a colonic tumor. CONCLUSIONS In our study, we aimed to provide a comprehensive overview of the ovarian causes of pseudomyxoma peritonei, including its epidemiology, imagery characteristics, symptoms, current treatment, and promising future therapies, in the hopes of finding feasible solutions, as a lack of understanding of this mucus-secreting malignant disease increases the risk of delayed diagnosis or uncontrolled deterioration.
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Affiliation(s)
- Sinziana Ionescu
- Surgery Department, “Carol Davila” University of Medicine and Pharmacy, 050474 Bucharest, Romania; (S.I.); (E.C.); (V.R.); (C.C.); (L.S.)
- General Surgery and Surgical Oncology Department I, Bucharest Institute of Oncology “Prof. Dr. Al. Trestioreanu”, 022328 Bucharest, Romania; (O.L.M.); (I.G.D.-A.)
| | - Marian Marincas
- Surgery Department, “Carol Davila” University of Medicine and Pharmacy, 050474 Bucharest, Romania; (S.I.); (E.C.); (V.R.); (C.C.); (L.S.)
- General Surgery and Surgical Oncology Department I, Bucharest Institute of Oncology “Prof. Dr. Al. Trestioreanu”, 022328 Bucharest, Romania; (O.L.M.); (I.G.D.-A.)
| | - Octavia Luciana Madge
- General Surgery and Surgical Oncology Department I, Bucharest Institute of Oncology “Prof. Dr. Al. Trestioreanu”, 022328 Bucharest, Romania; (O.L.M.); (I.G.D.-A.)
- Faculty of Letters, University of Bucharest, 030018 Bucharest, Romania
| | - Irinel Gabriel Dicu-Andreescu
- General Surgery and Surgical Oncology Department I, Bucharest Institute of Oncology “Prof. Dr. Al. Trestioreanu”, 022328 Bucharest, Romania; (O.L.M.); (I.G.D.-A.)
| | - Elena Chitoran
- Surgery Department, “Carol Davila” University of Medicine and Pharmacy, 050474 Bucharest, Romania; (S.I.); (E.C.); (V.R.); (C.C.); (L.S.)
- General Surgery and Surgical Oncology Department I, Bucharest Institute of Oncology “Prof. Dr. Al. Trestioreanu”, 022328 Bucharest, Romania; (O.L.M.); (I.G.D.-A.)
| | - Vlad Rotaru
- Surgery Department, “Carol Davila” University of Medicine and Pharmacy, 050474 Bucharest, Romania; (S.I.); (E.C.); (V.R.); (C.C.); (L.S.)
- General Surgery and Surgical Oncology Department I, Bucharest Institute of Oncology “Prof. Dr. Al. Trestioreanu”, 022328 Bucharest, Romania; (O.L.M.); (I.G.D.-A.)
| | - Ciprian Cirimbei
- Surgery Department, “Carol Davila” University of Medicine and Pharmacy, 050474 Bucharest, Romania; (S.I.); (E.C.); (V.R.); (C.C.); (L.S.)
- General Surgery and Surgical Oncology Department I, Bucharest Institute of Oncology “Prof. Dr. Al. Trestioreanu”, 022328 Bucharest, Romania; (O.L.M.); (I.G.D.-A.)
| | - Mirela Gherghe
- Surgery Department, “Carol Davila” University of Medicine and Pharmacy, 050474 Bucharest, Romania; (S.I.); (E.C.); (V.R.); (C.C.); (L.S.)
- The Clinical Nuclear Medicine Laboratory, Oncological Institute “Prof. Dr. Alexandru Trestioreanu”, 022328 Bucharest, Romania
| | - Adina Ene
- Pathology Department, Oncological Institute “Prof. Dr. Alexandru Trestioreanu”, 022328 Bucharest, Romania; (A.E.); (M.R.)
| | - Robert Rosca
- Pathology Department, Bucharest Emergency University Hospital, 050098 Bucharest, Romania;
| | - Madalina Radu
- Pathology Department, Oncological Institute “Prof. Dr. Alexandru Trestioreanu”, 022328 Bucharest, Romania; (A.E.); (M.R.)
| | - Laurentiu Simion
- Surgery Department, “Carol Davila” University of Medicine and Pharmacy, 050474 Bucharest, Romania; (S.I.); (E.C.); (V.R.); (C.C.); (L.S.)
- General Surgery and Surgical Oncology Department I, Bucharest Institute of Oncology “Prof. Dr. Al. Trestioreanu”, 022328 Bucharest, Romania; (O.L.M.); (I.G.D.-A.)
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Karaz S, Senses E. Liposomes Under Shear: Structure, Dynamics, and Drug Delivery Applications. ADVANCED NANOBIOMED RESEARCH 2023. [DOI: 10.1002/anbr.202200101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Affiliation(s)
- Selcan Karaz
- Department of Chemical and Biological Engineering Koç University Istanbul 34450 Turkey
| | - Erkan Senses
- Department of Chemical and Biological Engineering Koç University Istanbul 34450 Turkey
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Chen W, Zhang Y, Tang J, Wei D, Liao H, Zhang S, He L, Tang Q. Correlations between contrast-enhanced ultrasound and microvessel density in non-small cell lung cancer: A prospective study. Front Oncol 2023; 13:1086251. [PMID: 36937409 PMCID: PMC10018011 DOI: 10.3389/fonc.2023.1086251] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Accepted: 02/17/2023] [Indexed: 03/06/2023] Open
Abstract
Background Immunohistochemical microvessel density (MVD) is an early indicator of angiogenesis and it could be used to evaluate the therapeutic efficacy of non-small cell lung cancer (NSCLC). We sought to identify the ability of contrast-enhanced ultrasound (CEUS) in evaluating MVD of subpleural NSCLC. Methods We prospectively collected CEUS data of NSCLC confirmed by ultrasound-guided transthoracic needle biopsy from October 2019 to February 2021, The MVD of NSCLC counted by CD34-positive vessels of immunohistochemical staining. Microflow enhancement (MFE) of CEUS was divided into "dead wood", "cotton", and "vascular" patterns. Pathology subgroup and MVD between different MFE patterns were analyzed, respectively. The arrival time, time to peak, peak intensity (PI), and area under curve (AUC) derivefrom time-intensity curve of CEUS with MVD in NSCLC and its pathological subgroups (adenocarcinoma and squamous cell carcinoma) were subjected to correlation analysis. Results A total of 87 patients were included in this study, consisting of 53 cases of adenocarcinoma and 34 cases of squamous cell carcinoma with a mean MVD of 27.8 ± 12.2 mm-1. There was a significant statistical difference in MFE patterns between two pathological subgroups (p < 0.05). Besides, the MVD of "cotton" and "vascular" patterns were significantly higher than that of "dead wood" pattern (both of p < 0.05), whereas there was no significant difference in MVD between "cotton" pattern and "vascular" pattern. PI and AUC of CEUS were positively correlated with the MVD of NSCLC (r = 0.497, p < 0.001, and r = 0.367, p < 0.001, respectively). Besides, PI and AUC of CEUS were positively correlated with the MVD of squamous cell carcinoma (r = 0.802, and r = 0.663, respectively; both of p < 0.001). Only the PI was positively correlated with the MVD of lung adenocarcinoma (r = 0.288, p = 0.037). Conclusions MFE patterns and quantitative parameters of CEUS had good correlation with MVD of NSCLC, especially in squamous cell carcinoma.
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Affiliation(s)
- Wuxi Chen
- Department of Ultrasound, First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Yuxin Zhang
- Department of Ultrasound, First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong, China
- The State Key Laboratory of Respiratory Disease, Guangzhou Institute of Respiratory Disease, the First Affiliated Hospital, Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Jiaxin Tang
- Department of Ultrasound, First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong, China
- The State Key Laboratory of Respiratory Disease, Guangzhou Institute of Respiratory Disease, the First Affiliated Hospital, Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Dongjun Wei
- Department of Ultrasound, First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Haixing Liao
- Department of Ultrasound, First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Shiyu Zhang
- Department of Ultrasound, First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Liantu He
- Department of Ultrasound, First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong, China
- The State Key Laboratory of Respiratory Disease, Guangzhou Institute of Respiratory Disease, the First Affiliated Hospital, Guangzhou Medical University, Guangzhou, Guangdong, China
- *Correspondence: Liantu He, ; Qing Tang,
| | - Qing Tang
- Department of Ultrasound, First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong, China
- The State Key Laboratory of Respiratory Disease, Guangzhou Institute of Respiratory Disease, the First Affiliated Hospital, Guangzhou Medical University, Guangzhou, Guangdong, China
- *Correspondence: Liantu He, ; Qing Tang,
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