Gen-Sheng Feng’s research while affiliated with University of California, San Diego and other places

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Publications (241)


Bioprinted high cell density liver model with improved hepatic metabolic functions
  • Article

March 2025

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10 Reads

Biomaterials

Ting-Yu Lu

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Yichun Ji

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Cheng Lyu

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Shaochen Chen

Author Correction: Targeting chondrocytes for arresting bony fusion in ankylosing spondylitis
  • Article
  • Full-text available

February 2025

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17 Reads

Download

Bile acid synthesis impedes tumor-specific T cell responses during liver cancer

January 2025

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146 Reads

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11 Citations

Science

The metabolic landscape of cancer greatly influences antitumor immunity, yet it remains unclear how organ-specific metabolites in the tumor microenvironment influence immunosurveillance. We found that accumulation of primary conjugated and secondary bile acids (BAs) are metabolic features of human hepatocellular carcinoma and experimental liver cancer models. Inhibiting conjugated BA synthesis in hepatocytes through deletion of the BA-conjugating enzyme bile acid–CoA:amino acid N -acyltransferase (BAAT) enhanced tumor-specific T cell responses, reduced tumor growth, and sensitized tumors to anti–programmed cell death protein 1 (anti–PD-1) immunotherapy. Furthermore, different BAs regulated CD8 ⁺ T cells differently; primary BAs induced oxidative stress, whereas the secondary BA lithocholic acid inhibited T cell function through endoplasmic reticulum stress, which was countered by ursodeoxycholic acid. We demonstrate that modifying BA synthesis or dietary intake of ursodeoxycholic acid could improve tumor immunotherapy in liver cancer model systems.


ImAge accuracy measurements in blood
a, b, Peripheral blood mononuclear cells (PBMCs) were isolated from mice aged 2, 5, 9, 15, 21, 23, 32 months (n = 2 for all groups), and immunolabeled for CD3 and H3K4me1 and colabelled with DAPI. Lineplots: Accuracy measurements versus bin size split by train and test data. 95% Confidence intervals are shown. Measurements were made for all models constructed: a centroid-based b, support vector machine SVM data.
ImAge versus orthogonal distance plots
a, b, Peripheral blood mononuclear cells (PBMCs) were isolated from mice aged 2, 5, 9, 15, 21, 23, 32 months (n = 2 for all groups), and immunolabeled for CD3 and H3K4me1 and colabelled with DAPI. Scatter-plots show ImAge (normalized 0–1) versus orthogonal distance to the ImAge axis. ImAge was calculated using either a, centroid- or b, support vector machine (SVM)-based method. c, Performance comparison of Euclidean multidimensional scaling (EMDS) and hyperbolic multidimensional scaling (HMDS) within a 12-dimensional space. HMDS demonstrates significantly reduced distortion and uncertainty of distances (R² = 0.99) following the embedding process in hyperbolic space as compared to EMDS (R² = 0.67). This outcome supports the notion that our data exhibits an inherent hyperbolic structure.
Age-related ImAge progression in multiple solid organs
ImAge readouts of the brain, cardiac muscle (heart), kidney, liver, and skeletal muscle (quadriceps) collected from three differentially aged cohorts of mice: 2 months (n = 5) 15 months (n = 4) and 27 months (n = 4). Two plates were analyzed, both immunolabeled with H3K27ac+DAPI and then with either H3K27me3 or H3k4me1. Data for overlapping channels (DAPI & H3K27ac) were combined for computations. Boxplots of the test set of bootstrapped data are shown with the normalized ImAge readouts from maximum-minimum to 0–1. Differences of means were calculated via Tukey’s HSD. Significance values for all tests shown represent: * = p < 0.05, ** = p < 0.01, *** = p < 0.001, **** = p < 0.0001
ImAge accuracy measurements in multiple solid organs
a–e, Nuclei isolated from solid organs of young (2 months, n = 4) and aged (27 months, n = 4) control mice were immunolabeled and imaged with two sets of antibodies: (H3K27ac & H3K4me1), (H3K27ac & H3K27me3), both colabelled with DAPI. Test accuracy versus bin size was shown with 95% Confidence intervals. Dashed or solid lines represent plate/antibody set of origin: (H3K27ac & H3K4me1), (H3K27ac & H3K27me3), respectively.
Separation between different cell types with ageing, including the Brain
a, 2-dimensional Euclidean multidimensional scaling (EMDS) of young (2 months) and old (27 months) liver, kidney, quads, and heart and brain. The observed clustering pattern reveals that the brain tissue cluster maintains a distinct separation from the clusters representing other tissue types, such as Kidney, Liver, Skeletal Muscle, and Cardiac Muscle. b,c, Silhouette scores of 5 organs at indicated ages for individual marks (b) or their combination (c) using the information distance metric. The Silhouette scores do not indicate a decline in tissue differentiation with ageing in the presence of brain tissue, likely due to a slower progression of ageing in the brain.

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ImAge quantitates aging and rejuvenation

August 2024

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122 Reads

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9 Citations

Nature Aging

For efficient, cost-effective and personalized healthcare, biomarkers that capture aspects of functional, biological aging, thus predicting disease risk and lifespan more accurately and reliably than chronological age, are essential. We developed an imaging-based chromatin and epigenetic age (ImAge) that captures intrinsic age-related trajectories of the spatial organization of chromatin and epigenetic marks in single nuclei, in mice. We show that such trajectories readily emerge as principal changes in each individual dataset without regression on chronological age, and that ImAge can be computed using several epigenetic marks and DNA labeling. We find that interventions known to affect biological aging induce corresponding effects on ImAge, including increased ImAge upon chemotherapy treatment and decreased ImAge upon caloric restriction and partial reprogramming by transient OSKM expression in liver and skeletal muscle. Further, ImAge readouts from chronologically identical mice inversely correlated with their locomotor activity, suggesting that ImAge may capture elements of biological and functional age. In sum, we developed ImAge, an imaging-based biomarker of aging with single-cell resolution rooted in the analysis of spatial organization of epigenetic marks.


Activated Interferon Signaling Suppresses Age-Dependent Liver Cancer

August 2024

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45 Reads

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1 Citation

Age is a major risk factor for liver cancer, as is the case for most adult human cancers. However, the underlying mechanisms are not well defined. A better understanding of the role of aging in liver and other cancers can facilitate approaches for risk assessment, early detection and prevention. We hypothesize that age-driven changes render aged liver more sensitive to oncogenic stress and hence tumorigenesis. To investigate how the liver changes with age, we documented the immune profile, transcriptome and epigenome of healthy livers from both young and aged mice, revealing pronounced alterations with aging. Notably, in aged hepatocytes, we identified heightened interferon (IFN) signaling, as well as simultaneous tumor suppressor and oncogene signaling at both bulk and single cell level, suggestive of an aged liver that is poised for neoplasia. To challenge this seemingly poised state, we employed adeno-associated virus (AAV)-mediated expression of a c-Myc oncogene in young and aged mouse liver hepatocytes in vivo. Analysis of aged hepatocytes expressing c-Myc revealed further elevated expression of IFN Stimulated Genes (ISGs). This ISG upregulation was evident in multiple models of oncogenic stress and transformation in older mice and also observed in aged humans with Metabolic dysfunction-Associated Steatohepatitis (MASH). We determined that Stat1 is both necessary and sufficient for the age specific elevated ISG expression in old wild type mice. Remarkably, inhibiting Jak/Stat signaling alongside ectopic c-Myc expression led to high-grade hepatocyte dysplasia and tumor formation, selectively in aged mice. Together, these results suggest that an aged liver is in a state of ″precarious balance″, due to concurrent activation of oncogenic and tumor suppressor pathways, but protected against neoplastic progression by IFN-signaling. Age-dependent activation of IFN signaling has been observed in many tissues and recent studies have demonstrated its detrimental consequences on aging, raising the question as to why IFN signaling is activated during aging. We propose that aged tissues are intrinsically at higher risk of cancer and age-dependent activation of IFN-signaling is an adaptive process to protect from tumorigenesis, but one that also has maladaptive consequences.


Activated Interferon Signaling Suppresses Age-Dependent Liver Cancer

August 2024

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18 Reads

Age is a major risk factor for liver cancer, as is the case for most adult human cancers. However, the underlying mechanisms are not well defined. A better understanding of the role of aging in liver and other cancers can facilitate approaches for risk assessment, early detection and prevention. We hypothesize that age-driven changes render aged liver more sensitive to oncogenic stress and hence tumorigenesis. To investigate how the liver changes with age, we documented the immune profile, transcriptome and epigenome of healthy livers from both young and aged mice, revealing pronounced alterations with aging. Notably, in aged hepatocytes, we identified heightened interferon (IFN) signaling, as well as simultaneous tumor suppressor and oncogene signaling at both bulk and single cell level, suggestive of an aged liver that is poised for neoplasia. To challenge this seemingly poised state, we employed adeno-associated virus (AAV)-mediated expression of a c-Myc oncogene in young and aged mouse liver hepatocytes in vivo. Analysis of aged hepatocytes expressing c-Myc revealed further elevated expression of IFN Stimulated Genes (ISGs). This ISG upregulation was evident in multiple models of oncogenic stress and transformation in older mice and also observed in aged humans with Metabolic dysfunction-Associated Steatohepatitis (MASH). We determined that Stat1 is both necessary and sufficient for the age specific elevated ISG expression in old wild type mice. Remarkably, inhibiting Jak/Stat signaling alongside ectopic c-Myc expression led to high-grade hepatocyte dysplasia and tumor formation, selectively in aged mice. Together, these results suggest that an aged liver is in a state of “precarious balance”, due to concurrent activation of oncogenic and tumor suppressor pathways, but protected against neoplastic progression by IFN-signaling. Age-dependent activation of IFN signaling has been observed in many tissues and recent studies have demonstrated its detrimental consequences on aging, raising the question as to why IFN signaling is activated during aging. We propose that aged tissues are intrinsically at higher risk of cancer and age-dependent activation of IFN-signaling is an adaptive process to protect from tumorigenesis, but one that also has maladaptive consequences.


Genomic and transcriptomic analyses of chemical hepatocarcinogenesis aggravated by oncoprotein loss

July 2024

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32 Reads

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3 Citations

Hepatology

Background and Aims The chemical carcinogen diethylnitrosamine (DEN) is often used to induce hepatocellular carcinoma (HCC) in mice. Curiously, several labs have reported that removal of oncoproteins from hepatocytes exacerbated DEN-induced HCC, with mechanisms unknown. This study aimed at deciphering molecular mechanisms underlying the tumor suppressive effect of oncoproteins. Methods and Results We generated mutant mouse lines with hepatocyte-specific deletions of Met , Ptpn11 / Shp2 , Ikk , or ctnnb1/-catenin , and assessed DEN-induced tumorigenesis in the wild type (WT) and mutant mice. To systematically examine genetic and molecular signaling alternations, we performed whole exome and RNA sequencing on liver samples collected at the pre-cancer and established cancer stages. Although the mutational profiles of DEN-induced tumors were barely different in WT and mutant mice, oncoprotein ablation increased DEN-induced mutational burdens, especially in Shp2-deficient tumors. RNA-sequencing revealed multiple changes in signaling pathways, in particular upregulated epithelial-mesenchymal transition (EMT), cell migration and tumor metastasis as well as downregulated small molecule metabolism that were affected by oncoprotein ablation. We identified key molecules and pathways that are associated with hepatic innate immunity and implicated in liver tumorigenesis. In addition, we unveiled markedly changed expression of a few miRNAs in human HCC database. Conclusion The aggravation of DEN-induced HCC progression seen on oncoprotein ablation could be caused by common and distinct genomic and signaling alterations. This study reveals a new level of complexity in hepato-carcinogenesis and elucidates molecular mechanisms underlying tumor evolution and recurrence.



Complex Roles of PTPN11 /SHP2 in Carcinogenesis and Prospect of Targeting SHP2 in Cancer Therapy

December 2023

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52 Reads

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3 Citations

Annual Review of Cancer Biology

The nonreceptor tyrosine phosphatase SHP2 has been at the center of cell signaling research for three decades. SHP2 is required to fully activate the RTK/RAS/ERK signaling cascade, although the underlying mechanisms are not completely understood. PTPN11 , which encodes SHP2, is the first identified proto-oncogene that encodes a tyrosine phosphatase, with dominantly activating mutations detected in leukemias and solid tumors. However, SHP2 has pro- and antioncogenic effects, and the most recent data reveal opposite activities of SHP2 in tumor cells and microenvironment cells. Allosteric SHP2 inhibitors show promising antitumor effects and overcome resistance to inhibitors of RAS/ERK signaling in animal models. Many clinical trials with orally bioactive SHP2 inhibitors, alone or combined with other regimens, are ongoing for a variety of cancers worldwide, with therapeutic outcomes yet unknown. This review discusses the multifaceted functions of SHP2 in oncogenesis, preclinical studies, and clinical trials with SHP2 inhibitors in oncological treatment. Expected final online publication date for the Annual Review of Cancer Biology, Volume 8 is April 2024. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.


Deciphering a critical role of uterine epithelial SHP2 in parturition initiation at single cell resolution

November 2023

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144 Reads

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4 Citations

The timely onset of female parturition is a critical determinant for pregnancy success. The highly heterogenous maternal decidua has been increasingly recognized as a vital factor in setting the timing of labor. Despite the cell type specific roles in parturition, the role of the uterine epithelium in the decidua remains poorly understood. This study uncovers the critical role of epithelial SHP2 in parturition initiation via COX1 and COX2 derived PGF2α leveraging epithelial specific Shp2 knockout mice, whose disruption contributes to delayed parturition initiation, dystocia and fetal deaths. Additionally, we also show that there are distinct types of epithelium in the decidua approaching parturition at single cell resolution accompanied with profound epithelium reformation via proliferation. Meanwhile, the epithelium maintains the microenvironment by communicating with stromal cells and macrophages. The epithelial microenvironment is maintained by a close interaction among epithelial, stromal and macrophage cells of uterine stromal cells. In brief, this study provides a previously unappreciated role of the epithelium in parturition preparation and sheds lights on the prevention of preterm birth.


Citations (67)


... Several studies have investigated the role of individual bile acid metabolites on T cell function in the enterohepatic axis [2][3][4][5] . In a tour de force study by Varanasi et al [6] , a new role for conjugated bile acids has been discovered in influencing T cell function in hepatocellular carcinoma (HCC) immunotherapy. The authors find that conjugated bile acids and the expression of the bile acid-CoA:amino acid N-acyltransferase (BAAT) gene that produces conjugated bile acids is increased in human HCC tumors. ...

Reference:

BAAT away liver cancer: conjugated bile acids impair T cell function in hepatocellular carcinoma immunotherapy
Bile acid synthesis impedes tumor-specific T cell responses during liver cancer
  • Citing Article
  • January 2025

Science

... Conversely, the development and implementation of age reprogramming therapies are burdened by significant upfront costs, posing a substantial challenge to their widespread adoption (46). Advanced technologies such as CRISPR gene editing, sophisticated stem cell-based treatments, mitochondrial rejuvenation techniques, and senolytic interventions are at the cutting edge of biotechnology (50)(51)(52)(53)(54). However, these innovations come with inherent complexities that drive up costs at every stage of development and deployment. ...

ImAge quantitates aging and rejuvenation

Nature Aging

... Chromatine ImmunoPrecipiation (ChIP) was performed as describe before 34 . Cells were formalin xed for 10 minutes in 4%PFA, then lysed and chromatin was sheared to between 250-500bp as con rmed by agarose gel electrophoresis in size using sonication (Biorupter pico, Ref Already published ChIP-seq data from GSE106146, GSE56307, GSE74238 and GSE103590, along with new generated ChIP-seq experiment available in GSE279410. ...

Activated Interferon Signaling Suppresses Age-Dependent Liver Cancer
  • Citing Preprint
  • August 2024

... For example, mutations in SHP2 underlie a large fraction of cases of Noonan Syndrome (NS) and Noonan Syndrome with Multiple Lentigines (NSML), two similar but clinically distinct congenital disorders 28,29 . In addition, mutations in SHP2 are strongly associated with leukemias, most notably juvenile myelomonocytic leukemia (JMML), acute myeloid leukemia (AML), and acute lymphoblastic leukemia (ALL), and are occasionally also found in solid tumors 30,31 . ...

Complex Roles of PTPN11 /SHP2 in Carcinogenesis and Prospect of Targeting SHP2 in Cancer Therapy
  • Citing Article
  • December 2023

Annual Review of Cancer Biology

... The association between NGF and the inflammatory responses observed further corroborates the hypothesis that NGF is integral to the physiological changes that precede parturition. Specifically, our results showed that NGF treatment led to increased expression of COX2 and PGF2α, both of which are essential mediators in the labor process [6,52]. The elevation of these inflammatory markers suggests that NGF may instigate a cascade of events that culminates in labor, potentially through the activation of inflammatory pathways. ...

Deciphering a critical role of uterine epithelial SHP2 in parturition initiation at single cell resolution

... Standard CD44 isoforms are ubiquitously expressed across various cell types and routinely incorporated into exosomes [67,68], making them less discriminative as specific exosomal CSC markers. Similarly, although CD133 serves as an established cellular stem cell marker in PDAC, its function in exosomes requires further investigation, considering that TSPAN8 follows well-characterised exosomal pathways while CD133 undergoes distinctly different internalisation processes [67,69]. Therefore, our focus on TSPAN8-enriched exosomes offers valuable insights into stemness regulation in PDAC. ...

Identification of CD133+ intercellsomes in intercellular communication to offset intracellular signal deficit

eLife

... Despite that emerging evidences supported the conclusion that PTP inhibitors benefited to overcoming drug resistance in cancer therapy, a minority of preclinical studies have found that deletion of PTPs in specific cell types could contribute to accelerated tumor progression. For instance, loss of SHP2 in Kupffer cells and hepatocytes generated a tumor-promoting microenvironment [89]. It resulted from that SHP2 deficiency could trigger apoptosis of Kupffer cells, which in turn induced compensatory recruitment of bone marrow-derived monocytes into the liver. ...

Shp2 Deficiency in Kupffer Cells and Hepatocytes Aggravates Hepatocarcinogenesis by Recruiting Non-Kupffer Macrophages
  • Citing Article
  • February 2023

Cellular and Molecular Gastroenterology and Hepatology

... Besides the common hub TFs shared by both breeds, other hub TFs exhibited notable functional differences between RMC and TBC. Several hub TFs in RMC were related to immune and stress responses; 6 hub TFs were associated with immune response, including EBF1 (Li et al., 2024;Maslova et al., 2020), OSR1 (Lee and Feng, 2023;Liu et al., 2023), GLI2 (Scales et al., 2022), TCF7L1 (also called TCF3) (Sigvardsson, 2023), YY2 , and MYBL2 (Jiao et al., 2022), while 3 were related to oxidative stress, encompassing NR2F1, NRF1, and NFE2L2 (also called NRF2). Other hub TFs were involved in glucose homeostasis (NR5A2, THRA) (González-Sancho et al., 2003;Sandhu et al., 2021) or cell cycle regulation (LIN54) (Matsuo et al., 2012). ...

Osr1 Is a Critical Regulator of Macrophage Polarization in NASH Progression

Cellular and Molecular Gastroenterology and Hepatology

... Wild-type SHP2, but not a catalytically inactive SHP2 C463S mutant, rescued HCC development in SHP2 Hep mutant mice . Of note, dissecting a positive role of SHP2 in proliferation of hepatocytes and cancer cells has uncovered a novel cell-cell communication mechanism via CD133 + vesicles (named intercellsome) induced under intracellular signal deficit (Kaneko et al. 2022(Kaneko et al. , 2023, which requires further characterization. ...

CD133 + Intercellsome Mediates Direct Cell-Cell Communication to Offset Intracellular Signal Deficit
  • Citing Preprint
  • May 2022

... SHP099, as the first SHP2 allosteric inhibitor, has overcome the limitations of traditional active inhibitors and has demonstrated promising anti-tumor effects. Subsequently, various SHP2 allosteric inhibitors, developed based on SHP099, have entered different stages of clinical trials 16 . SHP2 plays an important role in the complex regulatory network of HCC, but studies have identified potentially contradictory roles for SHP2 in this cancer, presenting new challenges for the clinical application of SHP2 inhibitors. ...

Pharmaceutical Shp2 inhibition suppresses primary and metastasized liver tumors by provoking hepatic innate immunity
  • Citing Article
  • May 2022

Hepatology