A Better Way to Find Circulating Tumor Cells in Non-Small Cell Lung Cancer Patients


ISB Assistant Professor Dr. Wei Wei and Bioinformatics Scientist Dr. Xiaowei Yan

Assistant Professor Dr. Wei Wei, left, and Bioinformatics Scientists Dr. Xiaowei Yan are pictured at Institute for Systems Biology in 2019. (Scott Eklund / Red Box Pictures)

“This approach will be useful in identifying circulating tumor cells from patients with a wide variety of cancers, independent of epithelial traits.” – Wei Wei, PhD, ISB Assistant Professor

Non-Small Cell Lung Cancer (NSCLC) is the most prevalent form of lung cancer, accounting for more than 80 percent of all lung cancer cases. Despite the aggressive nature of NSCLC, circulating tumor cells that lead to metastases often go undetected in the blood compared to breast, prostate, colorectal, and other cancers. 

Now, scientists have developed a novel method to better detect the circulating tumor cells (CTCs) that are a telltale sign of metastases. The research was published in the journal Proceedings of the National Academy of Sciences (PNAS)

ISB and a collaborative team of researchers looked at hexokinase-2, or HK2, a key enzyme in glucose metabolism. “A set of previous reports from our collaborator Dr. Herschman (co-author of the paper) and others revealed that cancer cells often rely on HK2 to elevate glucose metabolism to fuel their uncontrolled growth, making this enzyme a desirable target for testing,” said ISB Assistant Professor Dr. Wei Wei, the lead corresponding author of the paper. 

Conventional CTC detection methods, as exemplified by the FDA-cleared CellSearch system, normally rely on the use of a family of proteins called cytokeratins (CKs) that are typically found in epithelial tissues. As roughly 90 percent of human cancers arise in epithelial tissues and express CKs, these methods work very well in many major cancer types. However, their performance in NSCLC is suboptimal, despite the highly aggressive nature of NSCLC, which represents a long-standing puzzle in this field.

The researchers addressed this challenge to achieve a greater spectrum for CTC detection through exploiting a common feature of a wide range of cancer cells – elevated glucose consumption driven by the high level of HK2. The use of HK2 as a biomarker allowed them to develop metabolic activity-based methods for the identification of a novel CTC population without CK expression that was normally overlooked by conventional methods. This CK-negative CTC population was a prevalent subtype in 50 percent of NSCLC patients analyzed and was the only subtype in one-third of them, although all these patients were bearing CK-positive primary tumors, indicating that these tumor cells transitioned to CK-negative after detaching from the primary sites and shedding into the bloodstream in these NSCLC patients. 

Sequencing analysis revealed metastasis and drug-resistance molecular signatures associated with CK-negative CTCs. Consistently, patients with prevalent CK-negative CTCs in blood were having poorer therapy response, shorter progression-free survival, and a higher chance for metastasis. Interestingly, the researchers found that patients with the EGFRL858R mutation – a common mutation of NSCLC treated by EGFR inhibitors – are more likely to have CK-negative CTCs circulating in their blood, which partially explains a long-standing clinical observation, namely the suboptimal therapeutic efficacy of first-line EGFR inhibitors in EGFRL858R-mutant tumors.

“The use of HK2 as a tumor cell marker permits us to reveal a novel circulating tumor cell population which is not accessible with and is normally overlooked by current epithelial marker-based CTC detection methods,” Wei said. “Moreover, this approach can be exploited to anticipate NSCLC patient therapy response before they undergo cancer therapy, and more generally, it will be useful in identifying CTCs from patients with a wide variety of cancers, independent of epithelial traits.”

Dr. Wei’s group at ISB, Dr. Qihui Shi’s group at Fudan University, Dr. Shun Lu’s group at Shanghai Jiao Tong University, and Dr. Harvey Herschman’s group at the University of California Los Angeles contributed to this work.

About ISB

Institute for Systems Biology (ISB) is a collaborative and cross-disciplinary non-profit biomedical research organization based in Seattle. We focus on some of the most pressing issues in human health, including aging, brain health, cancer, COVID-19, sepsis, as well as many infectious diseases. Our science is translational, and we champion sound scientific research that results in real-world clinical impacts. ISB is an affiliate of Providence, one of the largest not-for-profit health care systems in the United States. Follow us online at http://www.isbscience.org, and on Facebook, LinkedIn and Twitter.

Share article on social media or email:



Leave a Reply