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Dive into the research topics where Kai-Yuan Chen is active.

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Featured researches published by Kai-Yuan Chen.


Cell Stem Cell | 2016

A miR-34a-Numb Feedforward Loop Triggered by Inflammation Regulates Asymmetric Stem Cell Division in Intestine and Colon Cancer.

Pengcheng Bu; Lihua Wang; Kai-Yuan Chen; Tara Srinivasan; Preetish Kadur Lakshminarasimha Murthy; Kuei-Ling Tung; Anastasia Kristine Varanko; Huanhuan Joyce Chen; Yiwei Ai; Sarah King; Steven M. Lipkin; Xiling Shen

Emerging evidence suggests that microRNAs can initiate asymmetric division, but whether microRNA and protein cell fate determinants coordinate with each other remains unclear. Here, we show that miR-34a directly suppresses Numb in early-stage colon cancer stem cells (CCSCs), forming an incoherent feedforward loop (IFFL) targeting Notch to separate stem and non-stem cell fates robustly. Perturbation of the IFFL leads to a new intermediate cell population with plastic and ambiguous identity. Lgr5+ mouse intestinal/colon stem cells (ISCs) predominantly undergo symmetric division but turn on asymmetric division to curb the number of ISCs when proinflammatory response causes excessive proliferation. Deletion of miR-34a inhibits asymmetric division and exacerbates Lgr5+ ISC proliferation under such stress. Collectively, our data indicate that microRNA and protein cell fate determinants coordinate to enhance robustness of cell fate decision, and they provide a safeguard mechanism against stem cell proliferation induced by inflammation or oncogenic mutation.


Nature Communications | 2015

miR-1269 promotes metastasis and forms a positive feedback loop with TGF-β

Pengcheng Bu; Lihua Wang; Kai-Yuan Chen; Nikolai Rakhilin; Jian Sun; Closa A; Kuei-Ling Tung; Sarah King; Kristine Varanko A; Younong Xu; Huan Chen J; Zessin As; James B. Shealy; Cummings B; David S. Hsu; Steven M. Lipkin; Moreno; Zeynep H. Gümüş; Xiling Shen

As patient survival drops precipitously from early-stage cancers to late-stage and metastatic cancers, microRNAs that promote relapse and metastasis can serve as prognostic and predictive markers as well as therapeutic targets for chemoprevention. Here we show that miR-1269a promotes colorectal cancer (CRC) metastasis and forms a positive feedback loop with TGF-β signaling. miR-1269a is upregulated in late-stage CRCs, and long-term monitoring of 100 stage II CRC patients revealed that miR-1269a expression in their surgically removed primary tumors is strongly associated with risk of CRC relapse and metastasis. Consistent with clinical observations, miR-1269a significantly increases the ability of CRC cells to invade and metastasize in vivo. TGF-β activates miR-1269 via Sox4, while miR-1269a enhances TGF-β signaling by targeting Smad7 and HOXD10, hence forming a positive feedback loop. Our findings suggest that miR-1269a is a potential marker to inform adjuvant chemotherapy decisions for CRC patients and a potential therapeutic target to deter metastasis.


international conference of the ieee engineering in medicine and biology society | 2014

A Metabolic Signature of Colon Cancer Initiating Cells

Kai-Yuan Chen; Xiaojing Liu; Pengcheng Bu; Chieh-Sheng Lin; Nikolai Rakhilin; Jason W. Locasale; Xiling Shen

Colon cancer initiating cells (CCICs) are more tumorigenic and metastatic than the majority of colorectal cancer (CRC) cells. CCICs have also been associated with stem cell-like properties. However, there is a lack of system-level understanding of what mechanisms distinguish CCICs from common CRC cells. We compared the transcriptomes of CD133+ CCICs and CD133- CRC cells from multiple sources, which identified a distinct metabolic signature for CD133high CCICs. High-resolution unbiased metabolomics was then performed to validate this CCIC metabolic signature. Specifically, levels of enzymes and metabolites involved in glycolysis, the citric acid (TCA) cycle, and cysteine and methionine metabolism are altered in CCICs. Analyses of the alterations further suggest an epigenetic link. This metabolic signature provides mechanistic insights into CCIC phenotypes and may serve as potential biomarkers and therapeutic targets for future CRC treatment.


Molecular Systems Biology | 2017

A Notch positive feedback in the intestinal stem cell niche is essential for stem cell self‐renewal

Kai-Yuan Chen; Tara Srinivasan; Kuei-Ling Tung; Julio M. Belmonte; Lihua Wang; Preetish Kadur Lakshminarasimha Murthy; Jiahn Choi; Nikolai Rakhilin; Sarah King; Anastasia Kristine Varanko; Mavee Witherspoon; Nozomi Nishimura; James A. Glazier; Steven M. Lipkin; Pengcheng Bu; Xiling Shen

The intestinal epithelium is the fastest regenerative tissue in the body, fueled by fast‐cycling stem cells. The number and identity of these dividing and migrating stem cells are maintained by a mosaic pattern at the base of the crypt. How the underlying regulatory scheme manages this dynamic stem cell niche is not entirely clear. We stimulated intestinal organoids with Notch ligands and inhibitors and discovered that intestinal stem cells employ a positive feedback mechanism via direct Notch binding to the second intron of the Notch1 gene. Inactivation of the positive feedback by CRISPR/Cas9 mutation of the binding sequence alters the mosaic stem cell niche pattern and hinders regeneration in organoids. Dynamical system analysis and agent‐based multiscale stochastic modeling suggest that the positive feedback enhances the robustness of Notch‐mediated niche patterning. This study highlights the importance of feedback mechanisms in spatiotemporal control of the stem cell niche.


BMC Systems Biology | 2013

Post-translational regulation enables robust p53 regulation.

Yong-Jun Shin; Kai-Yuan Chen; Ali H. Sayed; Brandon Hencey; Xiling Shen

BackgroundThe tumor suppressor protein p53 plays important roles in DNA damage repair, cell cycle arrest and apoptosis. Due to its critical functions, the level of p53 is tightly regulated by a negative feedback mechanism to increase its tolerance towards fluctuations and disturbances. Interestingly, the p53 level is controlled by post-translational regulation rather than transcriptional regulation in this feedback mechanism.ResultsWe analyzed the dynamics of this feedback to understand whether post-translational regulation provides any advantages over transcriptional regulation in regard to disturbance rejection. When a disturbance happens, even though negative feedback reduces the steady-state error, it can cause a system to become less stable and transiently overshoots, which may erroneously trigger downstream reactions. Therefore, the system needs to balance the trade-off between steady-state and transient errors. Feedback control and adaptive estimation theories revealed that post-translational regulation achieves a better trade-off than transcriptional regulation, contributing to a more steady level of p53 under the influence of noise and disturbances. Furthermore, post-translational regulation enables cells to respond more promptly to stress conditions with consistent amplitude. However, for better disturbance rejection, the p53- Mdm2 negative feedback has to pay a price of higher stochastic noise.ConclusionsOur analyses suggest that the p53-Mdm2 feedback favors regulatory mechanisms that provide the optimal trade-offs for dynamic control.


Cell Metabolism | 2018

Aldolase B-Mediated Fructose Metabolism Drives Metabolic Reprogramming of Colon Cancer Liver Metastasis

Pengcheng Bu; Kai-Yuan Chen; Kun Xiang; Christelle Johnson; Scott B. Crown; Nikolai Rakhilin; Yiwei Ai; Lihua Wang; Rui Xi; Inna Astapova; Yan Han; Jiahe Li; Bradley B. Barth; Min Lu; Ziyang Gao; Robert Mines; Liwen Zhang; Mark A. Herman; David S. Hsu; Guo Fang Zhang; Xiling Shen

Cancer metastasis accounts for the majority of cancer-related deaths and remains a clinical challenge. Metastatic cancer cells generally resemble cells of the primary cancer, but they may be influenced by the milieu of the organs they colonize. Here, we show that colorectal cancer cells undergo metabolic reprogramming after they metastasize and colonize the liver, a key metabolic organ. In particular, via GATA6, metastatic cells in the liver upregulate the enzyme aldolase B (ALDOB), which enhances fructose metabolism and provides fuel for major pathways of central carbon metabolism during tumor cell proliferation. Targeting ALDOB or reducing dietary fructose significantly reduces liver metastatic growth but has little effect on the primary tumor. Our findings suggest that metastatic cells can take advantage of reprogrammed metabolism in their new microenvironment, especially in a metabolically active organ such as the liver. Manipulation of involved pathways may affect the course of metastatic growth.


PLOS Pathogens | 2018

Matrix metalloproteinase inhibitors enhance the efficacy of frontline drugs against Mycobacterium tuberculosis

Yitian Xu; Lihua Wang; Matthew Zimmerman; Kai-Yuan Chen; Lu Huang; Dah-Jiun Fu; Firat Kaya; Nikolai Rakhilin; Evgeniya V. Nazarova; Pengcheng Bu; Véronique Dartois; David G. Russell; Xiling Shen

Mycobacterium tuberculosis (Mtb) remains a grave threat to world health with emerging drug resistant strains. One prominent feature of Mtb infection is the extensive reprogramming of host tissue at the site of infection. Here we report that inhibition of matrix metalloproteinase (MMP) activity by a panel of small molecule inhibitors enhances the in vivo potency of the frontline TB drugs isoniazid (INH) and rifampicin (RIF). Inhibition of MMP activity leads to an increase in pericyte-covered blood vessel numbers and appears to stabilize the integrity of the infected lung tissue. In treated mice, we observe an increased delivery and/or retention of frontline TB drugs in the infected lungs, resulting in enhanced drug efficacy. These findings indicate that targeting Mtb-induced host tissue remodeling can increase therapeutic efficacy and could enhance the effectiveness of current drug regimens.


international conference of the ieee engineering in medicine and biology society | 2014

A bio-inspired spatial patterning circuit

Kai-Yuan Chen; Danial J. Joe; James B. Shealy; Bruce R. Land; Xiling Shen

Lateral Inhibition (LI) is a widely conserved patterning mechanism in biological systems across species. Distinct from better-known Turing patterns, LI depend on cell-cell contact rather than diffusion. We built an in silico genetic circuit model to analyze the dynamic properties of LI. The model revealed that LI amplifies differences between neighboring cells to push them into opposite states, hence forming stable 2-D patterns. Inspired by this insight, we designed and implemented an electronic circuit that recapitulates LI patterning dynamics. This biomimetic system serve as a physical model to elucidate the design principle of generating robust patterning through spatial feedback, regardless of the underlying devices being biological or electrical.


Cell Stem Cell | 2013

A microRNA miR-34a-Regulated Bimodal Switch Targets Notch in Colon Cancer Stem Cells

Pengcheng Bu; Kai-Yuan Chen; Joyce Chen; Lihua Wang; Jewell Walters; Yong-Jun Shin; Julian P. Goerger; Jian Sun; Mavee Witherspoon; Nikolai Rakhilin; Jiahe Li; Herman Yang; Jeffrey W. Milsom; Sang Lee; Warren R. Zipfel; Moonsoo M. Jin; Zeynep H. Gümüş; Steven M. Lipkin; Xiling Shen


Oncotarget | 2013

Asymmetric division: a marker for cancer stem cells ?

Pengcheng Bu; Kai-Yuan Chen; Steven M. Lipkin; Xiling Shen

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