Pattyn Alexander, Kratkiewicz Karl, Alijabbari Naser, Carson Paul L, Littrup Peter, Fowlkes J Brian, Duric Nebojsa, Mehrmohammadi Mohammad
Department of Biomedical Engineering, Wayne State University, Detroit, Michigan, USA.
Department of Oncology, Wayne State University, Detroit, Michigan, USA.
Med Phys. 2022 Sep;49(9):6120-6136. doi: 10.1002/mp.15829. Epub 2022 Jul 10.
As of 2022, breast cancer continues to be the most diagnosed cancer worldwide. This problem persists within the United States as well, as the American Cancer Society has reported that ∼12.5% of women will be diagnosed with invasive breast cancer over the course of their lifetime. Therefore, a clinical need continues to exist to address this disease from a treatment and therapeutic perspective. Current treatments for breast cancer and cancers more broadly include surgery, radiation, and chemotherapy. Adjuncts to these methods have been developed to improve the clinical outcomes for patients. One such adjunctive treatment is mild hyperthermia therapy (MHTh), which has been shown to be successful in the treatment of cancers by increasing effectiveness and reduced dosage requirements for radiation and chemotherapies. MHTh-assisted treatments can be performed with invasive thermal devices, noninvasive microwave induction, heating and recirculation of extracted patient blood, or whole-body hyperthermia with hot blankets.
One common method for inducing MHTh is by using microwave for heat induction and magnetic resonance imaging for temperature monitoring. However, this leads to a complex, expensive, and inaccessible therapy platform. Therefore, in this work we aim to show the feasibility of a novel all-acoustic MHTh system that uses focused ultrasound (US) to induce heating while also using US tomography (UST) to provide temperature estimates. Changes in sound speed (SS) have been shown to be strongly correlated with temperature changes and can therefore be used to indirectly monitor heating throughout the therapy. Additionally, these SS estimates allow for heterogeneous SS-corrected phase delays when heating complex and heterogeneous tissue structures.
Feasibility to induce localized heat in tissue was investigated in silico with a simulated breast model, including an embedded tumor using continuous wave US. Here, both heterogenous acoustic and thermal properties were modeled in addition to blood perfusion. We further demonstrate, with ex vivo tissue phantoms, the feasibility of using ring-based UST to monitor temperature by tracking changes in SS. Two phantoms (lamb tissue and human abdominal fat) with latex tubes containing varied temperature flowing water were imaged. The measured SS of the water at each temperature were compared against values that are reported in literature.
Results from ex vivo tissue studies indicate successful tracking of temperature under various phantom configurations and ranges of water temperature. The results of in silico studies show that the proposed system can heat an acoustically and thermally heterogenous breast model to the clinically relevant temperature of 42°C while accounting for a reasonable time needed to image the current cross section (200 ms). Further, we have performed an initial in silico study demonstrating the feasibility of adjusting the transmit waveform frequency to modify the effective heating height at the focused region. Lastly, we have shown in a simpler 2D breast model that MHTh level temperatures can be maintained by adjusting the transmit pressure intensity of the US ring.
This work has demonstrated the feasibility of using a 256-element ring array transducer for temperature monitoring; however, future work will investigate minimizing the difference between measured SS and the values shown in literature. A hypothesis attributes this bias to potential volumetric average artifacts from the ray-based SS inversion algorithm that was used, and that moving to a waveform-based SS inversion algorithm will greatly improve the SS estimates. Additionally, we have shown that an all-acoustic MHTh system is feasible via in silico studies. These studies have indicated that the proposed system can heat a tumor within a heterogenous breast model to 42°C within a narrow time frame. This holds great promise for increasing the accessibility and reducing the complexity of a future all-acoustic MHTh system.
截至2022年,乳腺癌仍然是全球诊断出的最常见癌症。在美国,这个问题同样存在,美国癌症协会报告称,约12.5%的女性在其一生中会被诊断出患有浸润性乳腺癌。因此,从治疗和疗法的角度来看,临床上仍然需要解决这种疾病。目前针对乳腺癌及更广泛癌症的治疗方法包括手术、放疗和化疗。为改善患者的临床治疗效果,已开发出这些方法的辅助手段。其中一种辅助治疗方法是轻度热疗(MHTh),已证明其通过提高放疗和化疗的有效性并降低剂量需求,在癌症治疗中取得成功。MHTh辅助治疗可通过侵入性热装置、非侵入性微波感应、对抽取的患者血液进行加热和再循环,或使用热毯进行全身热疗来实施。
诱导MHTh的一种常用方法是利用微波进行热感应,并使用磁共振成像进行温度监测。然而,这导致了一个复杂、昂贵且难以普及的治疗平台。因此,在这项工作中,我们旨在展示一种新型全声学MHTh系统的可行性,该系统使用聚焦超声(US)诱导加热,同时使用超声断层扫描(UST)提供温度估计。声速(SS)的变化已被证明与温度变化密切相关,因此可用于在整个治疗过程中间接监测加热情况。此外,当加热复杂且异质的组织结构时,这些SS估计值可用于进行异质SS校正的相位延迟。
使用包含嵌入式肿瘤的模拟乳房模型,通过连续波超声在计算机模拟中研究在组织中诱导局部加热的可行性。在此,除了血液灌注外,还对异质声学和热学特性进行了建模。我们还通过离体组织模型,展示了使用基于环形的UST通过跟踪SS变化来监测温度的可行性。对两个含有不同温度流动水的乳胶管的模型(羊组织和人体腹部脂肪)进行了成像。将每个温度下测得的水的SS与文献报道的值进行比较。
离体组织研究结果表明,在各种模型配置和水温范围内都能成功跟踪温度。计算机模拟研究结果表明,所提出的系统可以将声学和热学异质的乳房模型加热到临床相关温度42°C,同时考虑到对当前横截面成像所需的合理时间(200毫秒)。此外,我们进行了初步的计算机模拟研究,证明了调整发射波形频率以改变聚焦区域有效加热高度的可行性。最后,我们在一个更简单的二维乳房模型中表明,通过调整超声环的发射压力强度可以维持MHTh水平的温度。
这项工作证明了使用256元环形阵列换能器进行温度监测的可行性;然而,未来的工作将研究如何最小化测得的SS与文献中所示值之间的差异。一种假设将这种偏差归因于所使用的基于射线的SS反演算法可能存在的体积平均伪像,并且转向基于波形的SS反演算法将大大改善SS估计。此外,我们通过计算机模拟研究表明全声学MHTh系统是可行的。这些研究表明,所提出的系统可以在狭窄的时间范围内将异质乳房模型内的肿瘤加热到42°C。这为提高未来全声学MHTh系统的可及性和降低其复杂性带来了巨大希望。