Yeganeh Saffar, Marianna Kulka, David S. Nobes, Reza Sabbagh
{"title":"微旋流器中循环肿瘤细胞(CTCs)的同步跟踪和流场表征","authors":"Yeganeh Saffar, Marianna Kulka, David S. Nobes, Reza Sabbagh","doi":"10.1016/j.cej.2025.165681","DOIUrl":null,"url":null,"abstract":"High-throughput devices in biomedical engineering are the center interests due to the increasing demand of applications. Micro-hydrocyclones are centrifugal microfluidic devices with growing applications in bio-separation industry e.g. separation of suspended particles and biological cells. The internal flow physics of micro-hydrocyclones remains uncharacterized, especially in the presence of suspended biological particles such as circulating tumor cells (CTCs). To address this gap, this work is focused on developing an integrated optical measurement system for simultaneous flow and particle tracking measurements inside a micro-hydrocyclone separating CTCs. Two experimental conditions were investigated: first, a single-phase flow measurement where the internal velocity field was quantified using particle image velocimetry; and second, a two-phase flow condition where CTCs were introduced into the fluid at a ξ = 10<sup>2</sup> cells/ml, allowing simultaneous measurement of the flow field and individual trajectories of the CTCs. The results reveal that the presence of CTCs has a negligible effect on the global flow field, as the measured velocity fields for single-phase and two-phase conditions were nearly identical across the investigated Reynolds numbers i.e., <em>Re</em> = [150,300,700]. This indicates that single-phase flow studies can capture the physics of micro-hydrocyclones even in the presence of sparse biological particles. However, the dynamics of the CTCs themselves were found to deviate from the bulk flow field, with CTCs exhibiting lower momentum and lagging behind the flow due to their relatively large size compared to the device geometry. This is the first experimental study of its kind to directly measure and report the internal flow field of a micro-hydrocyclone, evaluating it under both single and two-phase conditions.","PeriodicalId":270,"journal":{"name":"Chemical Engineering Journal","volume":"191 1","pages":""},"PeriodicalIF":13.3000,"publicationDate":"2025-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Simultaneous circulating tumor cells (CTCs) tracking and flow field characterization through integrated single camera imaging in a micro-hydrocyclone\",\"authors\":\"Yeganeh Saffar, Marianna Kulka, David S. Nobes, Reza Sabbagh\",\"doi\":\"10.1016/j.cej.2025.165681\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"High-throughput devices in biomedical engineering are the center interests due to the increasing demand of applications. Micro-hydrocyclones are centrifugal microfluidic devices with growing applications in bio-separation industry e.g. separation of suspended particles and biological cells. The internal flow physics of micro-hydrocyclones remains uncharacterized, especially in the presence of suspended biological particles such as circulating tumor cells (CTCs). To address this gap, this work is focused on developing an integrated optical measurement system for simultaneous flow and particle tracking measurements inside a micro-hydrocyclone separating CTCs. Two experimental conditions were investigated: first, a single-phase flow measurement where the internal velocity field was quantified using particle image velocimetry; and second, a two-phase flow condition where CTCs were introduced into the fluid at a ξ = 10<sup>2</sup> cells/ml, allowing simultaneous measurement of the flow field and individual trajectories of the CTCs. The results reveal that the presence of CTCs has a negligible effect on the global flow field, as the measured velocity fields for single-phase and two-phase conditions were nearly identical across the investigated Reynolds numbers i.e., <em>Re</em> = [150,300,700]. This indicates that single-phase flow studies can capture the physics of micro-hydrocyclones even in the presence of sparse biological particles. However, the dynamics of the CTCs themselves were found to deviate from the bulk flow field, with CTCs exhibiting lower momentum and lagging behind the flow due to their relatively large size compared to the device geometry. This is the first experimental study of its kind to directly measure and report the internal flow field of a micro-hydrocyclone, evaluating it under both single and two-phase conditions.\",\"PeriodicalId\":270,\"journal\":{\"name\":\"Chemical Engineering Journal\",\"volume\":\"191 1\",\"pages\":\"\"},\"PeriodicalIF\":13.3000,\"publicationDate\":\"2025-07-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Chemical Engineering Journal\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://doi.org/10.1016/j.cej.2025.165681\",\"RegionNum\":1,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, CHEMICAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Chemical Engineering Journal","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1016/j.cej.2025.165681","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, CHEMICAL","Score":null,"Total":0}
Simultaneous circulating tumor cells (CTCs) tracking and flow field characterization through integrated single camera imaging in a micro-hydrocyclone
High-throughput devices in biomedical engineering are the center interests due to the increasing demand of applications. Micro-hydrocyclones are centrifugal microfluidic devices with growing applications in bio-separation industry e.g. separation of suspended particles and biological cells. The internal flow physics of micro-hydrocyclones remains uncharacterized, especially in the presence of suspended biological particles such as circulating tumor cells (CTCs). To address this gap, this work is focused on developing an integrated optical measurement system for simultaneous flow and particle tracking measurements inside a micro-hydrocyclone separating CTCs. Two experimental conditions were investigated: first, a single-phase flow measurement where the internal velocity field was quantified using particle image velocimetry; and second, a two-phase flow condition where CTCs were introduced into the fluid at a ξ = 102 cells/ml, allowing simultaneous measurement of the flow field and individual trajectories of the CTCs. The results reveal that the presence of CTCs has a negligible effect on the global flow field, as the measured velocity fields for single-phase and two-phase conditions were nearly identical across the investigated Reynolds numbers i.e., Re = [150,300,700]. This indicates that single-phase flow studies can capture the physics of micro-hydrocyclones even in the presence of sparse biological particles. However, the dynamics of the CTCs themselves were found to deviate from the bulk flow field, with CTCs exhibiting lower momentum and lagging behind the flow due to their relatively large size compared to the device geometry. This is the first experimental study of its kind to directly measure and report the internal flow field of a micro-hydrocyclone, evaluating it under both single and two-phase conditions.
期刊介绍:
The Chemical Engineering Journal is an international research journal that invites contributions of original and novel fundamental research. It aims to provide an international platform for presenting original fundamental research, interpretative reviews, and discussions on new developments in chemical engineering. The journal welcomes papers that describe novel theory and its practical application, as well as those that demonstrate the transfer of techniques from other disciplines. It also welcomes reports on carefully conducted experimental work that is soundly interpreted. The main focus of the journal is on original and rigorous research results that have broad significance. The Catalysis section within the Chemical Engineering Journal focuses specifically on Experimental and Theoretical studies in the fields of heterogeneous catalysis, molecular catalysis, and biocatalysis. These studies have industrial impact on various sectors such as chemicals, energy, materials, foods, healthcare, and environmental protection.