News Release

How Hypoxia Influences Spatial Gene Expression Variations in Pancreatic Cancer

Researchers find out a state of oxygen deprivation influences regional variations in gene-expression patterns in pancreatic cancer

Peer-Reviewed Publication

Cactus Communications

Pancreatic cancer

image: A state of oxygen deprivation influences regional variations in gene-expression patterns in pancreatic cancer view more 

Credit: Cancer Biology & Medicine

Cancer cells have evolved a myriad of mechanisms that support their uncontrolled growth. In case of solid tissue tumors, the tumor microenvironment, which consists of extracellular components and conditions surrounding the tumor, is crucial in deciding the fate of the cancer cells. “Hypoxia,” or a state of decreased oxygen supply, is a common feature of several solid tumors and is associated with increased invasion, progression, and drug resistance, thus making cancer treatment even more challenging.

One such solid tumor that adapts well to hypoxia is PDAC, an aggressive type of pancreatic cancer. It is one of the most common causes of cancer-related deaths, with an extremely poor survival rate. As specific gene expression profiles confer distinct properties that favor tumor growth, understanding intratumoral variations will shed light on the complex molecular mechanisms underlying PDAC pathogenesis. While traditional sequencing studies on tumor tissues give insights into the gene expression patterns of the tumor, they do not shed light on spatial differences across different regions of the tumor, also known as “intratumoral heterogeneity.” Moreover, the effect of hypoxia on such variation remains poorly understood.

Now, researchers from Tianjin Medical University Cancer Institute and Hospital (China) have gone a step further in understanding hypoxia-induced gene expression variations in PDAC, using “spatial transcriptomics” (ST). This technique enables the sequencing of individual regions of the tumor. Explaining the motivation behind their work published in Cancer Biology & Medicine, Professor Jihui Hao and Baocun Sun, the corresponding authors, say, “Many patients with PDAC eventually die from the disease owing to a lack of effective treatments. Treatment-induced hypoxia can trigger detrimental changes in cancer cells; however, the spatial distribution of these changes has not been investigated until now.”

The researchers began by developing a “xenograft” mouse model by engrafting human PDAC in the ischemic hind limbs (which consist of a lack of blood supply, resulting in a hypoxic state) of the animals. The tumors were harvested and sliced into different sections, corresponding to different regions of the tumor. These sections were then processed and attached to “capture areas” that contained nucleotide probes specific to different genes and complementary transcripts. These slides were further incubated in reaction chambers for amplification and preparation of a sequencing library. Next, a technique called “RNA sequencing” was carried out to identify differential gene expression patterns in tumors isolated from hypoxic conditions versus controls. The data obtained were segregated into specific clusters in the hypoxic and control group, based on gene function from previous literature.

Interestingly, genes involved in the cell cycle, proliferation, migration, and metastasis were upregulated in the control subgroups, compared to the hypoxic subgroups. One dominant hypoxic subgroup isolated from the invasive front of the tumor was associated with these features, in addition to genes associated with stress response, metabolism, and normal pancreatic functions. Notably, the expression of hypoxia-related genes was variable across the subgroups, highlighting their association with specific cancer-related traits. This suggests that under hypoxic conditions, certain subpopulations of the cancer cells continue to survive and become resilient to hypoxic stress.

The researchers further validated the clinical relevance of their findings by correlating expression patterns with patient prognosis. A hypoxic gene expression pattern was indeed, associated with poorer prognosis. Their findings also suggested the involvement of the “PI3K” signaling pathway in the most aggressive hypoxic subgroup. Tumors with gene signatures of this subgroup may, thus, respond to treatment with PI3K inhibitors.

Overall, the study highlights that hypoxia plays a significant role in intratumoral heterogeneity in PDAC and elucidates spatial molecular variations in PDAC. Understanding the molecular map of PDACs can facilitate the design of targeted treatments in the future.

Describing the clinical implications of their findings, Professor Jihui Hao and Baocun Sun conclude, “Our results combine histological and transcriptomic variations in PDAC, revealing some mechanisms of drug resistance and potential therapeutic targets for pancreatic cancer treatment.”





Authors: Huizhi Sun1,2, Danfang Zhang2, Chongbiao Huang1, Yuhong Guo1, Zhao Yang2, Nan Yao2, Xueyi Dong2, Runfen Cheng1, Nan Zhao2, Jie Meng2, Baocun Sun2, Jihui Hao1

Title of original paper: Hypoxic microenvironment induced spatial transcriptome changes in pancreatic cancer

Journal: Cancer Biology & Medicine



(1) Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin’s Clinical Research Center for Cancer, China

(2) Department of Pathology, School of Basic Medical Science, Tianjin Medical University, China


About Professors Jihui Hao and Baocun Sun

Professor Jihui Hao is the President of Tianjin Medical University Cancer Institute and Hospital and chairman of the Tianjin Anti-Cancer Association. His research focuses on pancreatic cancer microenvironment. He was supported by over 10 government foundations including a distinguished young scholar program of National Natural Science Foundation of China. He has published over 80 articles in high-quality journals such as Gastroenterology, Gut, Nature Communications, Cancer Research, etc.

Professor Baocun Sun is the Director of the Department of Pathology of both Tianjin Medical University and Tianjin Medical University General Hospital. His research interests lie in vasculogenic mimicry and molecular mechanisms of carcinogenesis. He has published more than 120 articles in Hepatology, Histopathology, Cancer Letters, etc.

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