The investigators say their findings, to be presented March 22-27 in San Diego at the annual meeting of the Society of Interventional Radiology, are the first “proof of principle” that this technology can show tumors in three dimensions and accurately measure tumor viability and death.
They also say their results – in patients with either primary liver cancers or metastatic tumors from cancers originating elsewhere in the body -- are evidence that using this technology before and after treatment is a faster and better tool for predicting patient survival after chemotherapy targeted directly at tumors, called chemoembolization.
Unlike standard methods to assess tumor response after chemoembolization, which are based on two-dimensional images and tumor size, the Johns Hopkins-developed 3-D technology also distinguishes between dead and live tissue, giving an accurate assessment of tumor cell death.
The new technology builds on standard 2-D methods and uses computer analytics to evaluate the amount of so-called contrast dye absorbed by tumor tissue. The dye is injected into patients before their MRI scan to enhance image production. Researchers say live tissue will absorb more dye than dead tissue, affecting image brightness, which can also be measured for size and intensity.
“Our high-precision, 3-D images of tumors provide better information to patients about whether chemoembolization has started to kill their tumors so that physicians can make more well-informed treatment recommendations,” says Johns Hopkins interventional radiologist Jean-Francois Geschwind, M.D., the senior investigator on the studies.
Geschwind, a professor in the Russell H. Morgan Department of Radiology at the Johns Hopkins University School of Medicine and its Kimmel Cancer Center, says that knowing the true extent of a tumor’s response to chemoembolization is particularly important for patients with moderate to advanced stages of the disease, whose liver tumors might initially be too large or too numerous to surgically remove.
In the first study, researchers compared the standard imaging method and the newly developed technology in 17 Baltimore men and women with advanced liver cancer. All were treated with surgery or liver transplantation after chemoembolization. The research team used existing MR analysis techniques, as well as the new 3-D method to compare the radiologists’ analyses with pathologic review of tumor samples after therapy and surgical removal. The error margin of the new 3-D image analysis, they say, was low (at up to 10 percent) when predicting the amount of dead tumor tissue found by pathologists whereas the standard, 2-D method deviated by as much as 40 percent from actual values.
In a series of additional studies, Geschwind and his team used the standard and new imaging techniques to analyze the MRI scans of more than 300 liver tumors in some 123 other men and women, also from the Baltimore region. All patients were treated at The Johns Hopkins Hospital between 2003 and 2012, and each received pre- and post-chemoembolization MRI scans to assess the effects of therapy on the tumors.
Using the new 3-D method method, Geschwind’s team found that patients who responded well to therapy lived 19 months longer (an average of 42 months) than patients who did not respond well (average 23 month survival). Standard methods showed slightly less difference in survival (average 18 months longer) between patients who responded to therapy and those who did not respond.
Geschwind says the 3-D technology’s improved accuracy removes a lot of the guesswork that now goes into evaluating treatment outcomes. The new assessment takes seconds to perform, he adds, so radiologists can provide faster, almost instantaneous treatment advice.
Geschwind and his team plan further software refinements to the new approach before training more physicians to use it. He also has plans to study how it can affect treatment decisions, and whether these therapy choices help people live longer.
The software used in the MRI scans was developed at Johns Hopkins and at Philips Research North America, in Briarcliff Manor, N.Y. Philips, whose parent company is based in the Netherlands, manufactures some of the MRI devices used in the study.
Liver cancer kills nearly 20,000 Americans each year, and is much more prevalent outside the United States, where it is among the top-three causes of cancer death in the world. Experts cite the rising numbers of hepatitis C infections, which cause chronic liver inflammation and are a leading risk factor for liver cancer.
Funding support for this study was provided by the French Society of Radiology and Philips Research North America. Additional funding support was provided by the National Cancer Institute, and the National Center for Research Resources, both members of the National Institutes of Health (R01 CA160771, P30 CA006973, and UL1 RR 025005), and the Rolf W. Günther Foundation for Radiology and Radiological Sciences.
In addition to Geschwind, Johns Hopkins scientists involved in the study were Julius Chapiro, M.D., Rafael Duran, M.D., Laura Wood, M.D., Ph.D., Vania Tacher, M.D., Toby Charles Cornish, M.D., Ph.D., Nikhil Bhagat, M.D., Constantine Frangakis, Ph.D., Hooman Yarmohammadi, M.D., Michael Chao, M.Sc., Rongxin Chen, M.D., Ph.D., Zhijun Wang, M.D., Ph.D., and Vivek Charu, M.D., Ph.D. Additional research assistance was provided by MingDe Lin, Ph.D., a Philips biomedical engineer based at Johns Hopkins who has been collaborating with Geschwind for the past seven years on the new technology.
Abstracts described in this news release include:
1830145 Quantitative 3-D Volumetric Assessment of Tumor Response after Intra-arterial Therapy of Colorectal Cancer Metastases to the Liver - a new surrogate marker for survival;
Scientific Session TACE IV, Wednesday 3/26 - 1:39 PM - 1:48 PM, Room 16 A
1859360 Uveal Melanoma Metastatic to the Liver: the Role of Quantitative and Functional MR Imaging in the Assessment of Early Tumor Response after TACE;
Scientific Session TACE I, Sunday 3/23 - 2:42 PM - Room 16 A
1831150 Radio-pathological correlation of 3-D-quantitative contrast-enhanced and functional MRI in HCC patients after TACE- do we see what we treat?
Scientific Session TACE II, Monday 3/24 - 9:03-9:12 AM - Room 16 A
SSSC16-07 Volumetric Tumor assessment Predicts Survival in Patients Treated with Transarterial Chemoembolization for Hepatocellular Carcinoma
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