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Immunology

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Estrogen receptor β deficiency increases susceptibility to sepsis through metabolic reprogramming-induced macrophage pyroptosis
Yanrong Zhu, Gang Li, Yilei Guo, Yue He, Wanyi Zhang, Lei Gao, Jing Zhang, Pengxiang Guo, Haochang Lin, Wenjie Zhang, Zhifeng Wei, Yufeng Xia, Yue Dai
Yanrong Zhu, Gang Li, Yilei Guo, Yue He, Wanyi Zhang, Lei Gao, Jing Zhang, Pengxiang Guo, Haochang Lin, Wenjie Zhang, Zhifeng Wei, Yufeng Xia, Yue Dai
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Estrogen receptor β deficiency increases susceptibility to sepsis through metabolic reprogramming-induced macrophage pyroptosis

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Abstract

Understanding susceptibility factors of sepsis is crucial for early diagnosis and development of personalized treatment strategies. However, the genetic determinants for initiation and progression of sepsis remain unclear. Here, we showed that the expression levels of estrogen receptor (ER) β are significantly reduced in the peripheral blood of sepsis patients, which were negatively correlated with disease severity. The results from human samples and experimental animals demonstrated that ERβ deficiency enhances the body's susceptibility to sepsis by inducing macrophage pyroptosis, thereby impairing bacterial clearance. Mechanistically, ERβ deficiency enhanced fatty acid oxidation, increased acetyl-CoA levels, and promoted acetylation of stomatin-like protein 2 (Stoml2) at K221, leading to mitochondrial dysfunction and macrophage pyroptosis. Mutating the Stoml2 K221 site mitigated these effects and improved survival of septic mice. These findings suggest ERβ deficiency as a potential genetic factor in sepsis susceptibility.

Authors

Yanrong Zhu, Gang Li, Yilei Guo, Yue He, Wanyi Zhang, Lei Gao, Jing Zhang, Pengxiang Guo, Haochang Lin, Wenjie Zhang, Zhifeng Wei, Yufeng Xia, Yue Dai

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A HHEX/IKKα positive feedback loop promotes intestinal inflammation
Zhebin Hua, Weimin Xu, Wenjun Ding, Zhuoyue Fu, Yaosheng Wang, Yiqing Yang, Fangyuan Liu, Zhujiang Dai, Wenbo Tang, Weijun Ou, Wensong Ge, YingWei Chen, Zhongchuan Wang, Chen-Ying Liu, Peng Du
Zhebin Hua, Weimin Xu, Wenjun Ding, Zhuoyue Fu, Yaosheng Wang, Yiqing Yang, Fangyuan Liu, Zhujiang Dai, Wenbo Tang, Weijun Ou, Wensong Ge, YingWei Chen, Zhongchuan Wang, Chen-Ying Liu, Peng Du
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A HHEX/IKKα positive feedback loop promotes intestinal inflammation

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Abstract

The dynamic assembly and regulation of the IκB kinase (IKK) complex in the NF-κB pathway are central to the pathogenesis and progression of inflammatory bowel disease (IBD). We recently reported that the transcription factor hematopoietically-expressed homeobox (HHEX) promotes colitis-associated colorectal cancer, but the potential role of HHEX in intestinal inflammation remains uncharacterized. Here, we found that HHEX is upregulated in inflamed colons in a colitis mouse model and in clinical IBD samples. HHEX overexpression increased inflammatory cytokine expression, and HHEX loss largely abrogated the inflammatory response in vitro and intestinal inflammation in vivo. Mechanistically, IKKα phosphorylates HHEX at S213 to stabilize HHEX in response to TNF-α by inhibiting the interaction of HHEX with the E3 ubiquitin ligase MID2 and subsequent K48-linked ubiquitination and protein degradation. Importantly, HHEX interacts with and stabilizes the IKKα/IKKβ complex via its N-terminal domain, thereby activating the NF-κB pathway and establishing a positive feedback loop that exacerbates intestinal inflammation. Our study reveals a transcription-independent function of HHEX in promoting IKK complex assembly and colitis, identifying HHEX as an IBD susceptibility gene and a potential target for IBD treatment.

Authors

Zhebin Hua, Weimin Xu, Wenjun Ding, Zhuoyue Fu, Yaosheng Wang, Yiqing Yang, Fangyuan Liu, Zhujiang Dai, Wenbo Tang, Weijun Ou, Wensong Ge, YingWei Chen, Zhongchuan Wang, Chen-Ying Liu, Peng Du

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T cell–intrinsic VISTA expression promotes resistance to CTLA-4 blockade by restricting CD8+ T cell responses
Cassandra Gilmour, Elizabeth DeLaney, Prerana B. Parthasarathy, Dia Roy, Hieu M. Ta, Amin Zakeri, Paolo Elguera Grandez, Sachin Patnaik, Keman Zhang, Ivan Juric, Rahul Rangan, Zahraa Al-Hilli, Anthony Tufaro, Booki Min, Samuel E. Weinberg, Timothy A. Chan, Natalie L. Silver, Stefanie Avril, Tyler Alban, Li Lily Wang
Cassandra Gilmour, Elizabeth DeLaney, Prerana B. Parthasarathy, Dia Roy, Hieu M. Ta, Amin Zakeri, Paolo Elguera Grandez, Sachin Patnaik, Keman Zhang, Ivan Juric, Rahul Rangan, Zahraa Al-Hilli, Anthony Tufaro, Booki Min, Samuel E. Weinberg, Timothy A. Chan, Natalie L. Silver, Stefanie Avril, Tyler Alban, Li Lily Wang
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T cell–intrinsic VISTA expression promotes resistance to CTLA-4 blockade by restricting CD8+ T cell responses

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Abstract

V-domain immunoglobulin suppressor of T cell activation (VISTA) is an immune checkpoint protein that impairs antitumor T cell responses. While broadly expressed on myeloid cells and T cells, the specific contribution of T cell–intrinsic VISTA to antitumor immunity remains undefined. This study investigated the phenotypic and functional consequences of T cell–specific VISTA deletion in tumor-specific CD8+ T cells. Single-cell transcriptomic analysis, TCR repertoire profiling, and flow cytometry revealed that loss of T cell–intrinsic VISTA enhanced early priming and short-term expansion of CD8+ T cells, yet this initial advantage failed to confer durable tumor control. Persistent dysfunction in VISTA-deficient T cells was in part driven by trans-VISTA on myeloid cells, while CTLA-4 upregulation further constrained T cell responses. T cell–intrinsic VISTA deficiency cooperated with CTLA-4 blockade to improve T cell survival and broaden TCR repertoire diversity, resulting in more robust tumor regression than CTLA-4 inhibition alone. A transcriptional signature enriched in VISTA-deficient cytotoxic T cells correlated with favorable outcomes in cancer patients treated with existing immune checkpoint inhibitors. These findings collectively define T cell–intrinsic mechanisms by which VISTA enforces T cell dysfunction and underscore its potential as both a therapeutic target and a biomarker of resistance to current immunotherapies.

Authors

Cassandra Gilmour, Elizabeth DeLaney, Prerana B. Parthasarathy, Dia Roy, Hieu M. Ta, Amin Zakeri, Paolo Elguera Grandez, Sachin Patnaik, Keman Zhang, Ivan Juric, Rahul Rangan, Zahraa Al-Hilli, Anthony Tufaro, Booki Min, Samuel E. Weinberg, Timothy A. Chan, Natalie L. Silver, Stefanie Avril, Tyler Alban, Li Lily Wang

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Pathogen characteristics are key determinants of distinct host response phenotypes of sepsis
Rishi Chanderraj, Brian Bartek, Kathleen A. Stringer, Mohamad H. Tiba, Michael W. Sjoding, Ying He, Mark Nuppnau, Kale S. Bongers, Mark D. Adame, Sunny S. Lou, V. Eric Kerschberger, Matthew M. Churpek, Carolyn S. Calfee, Sandhya Tripathi, Debra M. Foster, John A. Kellum, Robert P. Dickson, Pratik Sinha
Rishi Chanderraj, Brian Bartek, Kathleen A. Stringer, Mohamad H. Tiba, Michael W. Sjoding, Ying He, Mark Nuppnau, Kale S. Bongers, Mark D. Adame, Sunny S. Lou, V. Eric Kerschberger, Matthew M. Churpek, Carolyn S. Calfee, Sandhya Tripathi, Debra M. Foster, John A. Kellum, Robert P. Dickson, Pratik Sinha
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Pathogen characteristics are key determinants of distinct host response phenotypes of sepsis

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Abstract

BACKGROUND Sepsis encompasses considerable biological and clinical heterogeneity. Previously, 2 phenotypes (“hyperinflammatory” and “hypoinflammatory”) have been consistently identified within sepsis via latent class analysis. These phenotypes differ in their biological features, clinical outcomes, and therapeutic responses to interventions. Prior studies of sepsis heterogeneity have focused primarily on the host response. Here, we investigate the potential influence of the causative pathogen on sepsis heterogeneity and pathobiology.METHODS We performed a retrospective observational analysis of 8,280 critically ill patients with sepsis to identify associations between pathogen characteristics and the hyperinflammatory and hypoinflammatory patient phenotypes. We also performed controlled murine and swine modeling of sepsis and lung injury and a secondary analysis of 449 patients enrolled in the EUPHRATES randomized controlled trial.RESULTS Pathogen characteristics (pathogen identity, burden, virulence, and anatomic site of infection) were strongly and independently associated with the previously reported phenotypes. In a cohort of critically ill patients with sepsis, infection with gram-negative pathogens, primarily Enterobacterales spp. (e.g., Escherichia coli, Klebsiella pneumoniae), was strongly associated with the hyperinflammatory phenotype. The hyperinflammatory phenotype was also independently associated with increased pathogen burden, virulence, and initial anatomic site of infection. In controlled murine and swine modeling, both the identity and burden of the pathogen provoked key biological features of the hyperinflammatory phenotype. Among patients with sepsis, the prognostic value of lactate clearance varied substantially by phenotype. In a secondary analysis of a randomized trial of polymyxin B hemoadsorption (which removes circulating endotoxin), hypoinflammatory patients experienced worse survival.CONCLUSIONS Our results demonstrate the central importance of pathogen features in the clinical and biological heterogeneity of sepsis. Future studies of sepsis pathobiology and heterogeneity should expand their scope beyond the host response, as understanding pathogen-host interactions will be crucial in the development of precision therapeutic strategies to improve patient outcomes.TRIAL REGISTRATION EUPHRATES trial NCT01046669.FUNDING 5P30AG024824, IK2CX002766, R01HL144599, K24HL159247, R01HL158626, R01HL173531, R35GM142992, R35GM145330, R35GM136312, K23HL166880, R35HL140026.

Authors

Rishi Chanderraj, Brian Bartek, Kathleen A. Stringer, Mohamad H. Tiba, Michael W. Sjoding, Ying He, Mark Nuppnau, Kale S. Bongers, Mark D. Adame, Sunny S. Lou, V. Eric Kerschberger, Matthew M. Churpek, Carolyn S. Calfee, Sandhya Tripathi, Debra M. Foster, John A. Kellum, Robert P. Dickson, Pratik Sinha

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Fibrosis-memory is mediated by IL-3–producing T cells and drives progression of fibrosis
Simone Buchtler, Antje Frühauf, Sophia Neumayer, Kathrin Schmidbauer, Yvonne Talke, Frederike Winter-Köhler, Saidou Balam, Karin Landgraf, Claudia Gebhard, Michael Rehli, Florian Volker Schlieckau, Maria Beck, Florian Günther, Martin Fleck, Kerstin Renner, Matthias Mack
Simone Buchtler, Antje Frühauf, Sophia Neumayer, Kathrin Schmidbauer, Yvonne Talke, Frederike Winter-Köhler, Saidou Balam, Karin Landgraf, Claudia Gebhard, Michael Rehli, Florian Volker Schlieckau, Maria Beck, Florian Günther, Martin Fleck, Kerstin Renner, Matthias Mack
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Fibrosis-memory is mediated by IL-3–producing T cells and drives progression of fibrosis

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Abstract

Repetitive injuries are an important trigger of progressive fibrosis. To study if repetitive injuries induce an accelerated profibrotic process, also called “fibrosis-memory,” we established an experimental system with two consecutive, clearly separated insults in a model of renal fibrosis with reversible and irreversible unilateral ureteral obstruction. We found that a preceding fibrotic event of one kidney markedly enhanced subsequent development of fibrosis in the contralateral kidney. Aggravation of fibrosis during the second insult was dependent on memory CD4+ T cells. T cell depletion abrogated the fibrosis-memory effect, while adoptive transfer of memory T cells from fibrotic mice enhanced fibrosis in the recipients. Moreover, IL-3 production by memory CD4+ T cells was essential for aggravation of fibrosis in memory situations. In patients with systemic sclerosis, IL-3 expression by T cells was markedly increased, especially after a long disease duration accompanied by involvement of internal organs. In summary, our data identify IL-3–mediated fibrosis-memory as an important driver of progressive fibrosis.

Authors

Simone Buchtler, Antje Frühauf, Sophia Neumayer, Kathrin Schmidbauer, Yvonne Talke, Frederike Winter-Köhler, Saidou Balam, Karin Landgraf, Claudia Gebhard, Michael Rehli, Florian Volker Schlieckau, Maria Beck, Florian Günther, Martin Fleck, Kerstin Renner, Matthias Mack

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A CD138+ tumor-associated macrophage-Siglec-F+ neutrophil feedforward loop promotes immune evasion in pancreatic cancer
Chao Wang, Qi Zhang, Jinyan Huang, Fangyu Lin, Danyang Zhao, Youling Mu, Junshuo Tong, Jinping Li, Yingjiqiong Liang, Tao Zeng, Fukang Shi, Hang Shen, Tingting Lu, Tingbo Liang
Chao Wang, Qi Zhang, Jinyan Huang, Fangyu Lin, Danyang Zhao, Youling Mu, Junshuo Tong, Jinping Li, Yingjiqiong Liang, Tao Zeng, Fukang Shi, Hang Shen, Tingting Lu, Tingbo Liang
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A CD138+ tumor-associated macrophage-Siglec-F+ neutrophil feedforward loop promotes immune evasion in pancreatic cancer

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Abstract

Immune evasion is a major obstacle ahead of pancreatic cancer therapy. Recent data implicate pro-inflammatory macrophages in the progression of pancreatic ductal adenocarcinoma (PDAC) and its therapeutic response. However, whether or which of the pro-inflammatory macrophage subtypes play a crucial role in the immune escape of PDAC remains unclear. Here we identify a population of CD138+ tumor-associated macrophages (TAMs), characterized by their pro-inflammatory and neutrophil-chemotactic activity, which undergo significant expansion in both PDAC patients and mouse models. These cells are elicited by a local synergy between IL-34-syndecan-1 and PGE2-EP2 signaling and are associated with immune evasion and poor clinical outcomes in patients, while also promoting immune escape and disease progression in mouse models. Mechanistically, CD138+ TAMs establish a feedforward loop with immunosuppressive Siglec-F+ neutrophils, which exhibit elevated PGE2 expression, via the secretion of Saa3 and Cxcl1. Targeting CD138+ TAMs by disrupting IL-34-syndecan-1 signaling with anti-IL-34 neutralizing antibodies significantly suppresses PDAC progression, especially when combined with anti-PD-1 antibodies. Together, our study elucidates a CD138+ TAM-Siglec-F+ neutrophil axis that drives immune escape in PDAC and proposes a therapeutic strategy that integrates IL-34-syndecan-1 signaling blockade with anti-PD-1 immunotherapy for the treatment of PDAC.

Authors

Chao Wang, Qi Zhang, Jinyan Huang, Fangyu Lin, Danyang Zhao, Youling Mu, Junshuo Tong, Jinping Li, Yingjiqiong Liang, Tao Zeng, Fukang Shi, Hang Shen, Tingting Lu, Tingbo Liang

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Spatial single-cell proteotyping reveals immunotherapy-resistant features within the complex tumor microenvironment of metastatic NSCLC
Kohsuke Isomoto, Koji Haratani, Takahiro Tsujikawa, Shuta Tomida, Yusuke Makutani, Masayuki Takeda, Kimio Yonesaka, Kaoru Tanaka, Tsutomu Iwasa, Kazuko Sakai, Kazuto Nishio, Akihiko Ito, Kazuhiko Nakagawa, Hidetoshi Hayashi
Kohsuke Isomoto, Koji Haratani, Takahiro Tsujikawa, Shuta Tomida, Yusuke Makutani, Masayuki Takeda, Kimio Yonesaka, Kaoru Tanaka, Tsutomu Iwasa, Kazuko Sakai, Kazuto Nishio, Akihiko Ito, Kazuhiko Nakagawa, Hidetoshi Hayashi
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Spatial single-cell proteotyping reveals immunotherapy-resistant features within the complex tumor microenvironment of metastatic NSCLC

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Abstract

BACKGROUND. Immune checkpoint inhibitors (ICIs) targeting the programmed cell death-1 axis have revolutionized metastatic non–small cell lung cancer (mNSCLC) treatment. However, disease progression remains a concern, and the role of the complex tumor microenvironment (TME) in treatment failure is not fully understood. METHODS. In this biomarker study involving 103 patients with mNSCLC—including 81 patients who received ICI treatment—we evaluated the association between heterogeneous immune cell subsets and ICI efficacy through single-cell spatial profiling of pretreatment tumor tissue, using a 29-marker multiplex immunohistochemistry platform built for in-depth dissection of the TME. RESULTS. Among various types of intratumoral lymphocytes including T-helper 1 cells, regulatory T cells, and natural killer cells, only CD8+ T cells (TILs) were associated with ICI efficacy. Computational tissue segmentation underscored the importance of direct physical interactions between CD8+ TILs and cancer cells for ICI efficacy. TIL phenotyping identified CD39/CD103/Ki-67 positivity as a hallmark of exhausted yet functional tumor-reactive CD8+ TILs. Immunosuppressive tumor-associated macrophages (TAMs) and cancer-associated fibroblasts were independent unfavorable adversaries. High CD73 expression on cancer cells was suggested to confer tolerance to ICI in EGFR/ALK-oncogene+ NSCLC, potentially through M2-TAM accumulation and aberrant angiogenesis. CONCLUSION. Our study delineates the clinical relevance of heterogeneous immune cell subsets in ICI-treated mNSCLC, aiding the development of targeted therapeutic strategies. TRIAL REGISTRATION. Not applicable because this is a retrospective study. FUNDING. Osaka Cancer Society, KANAE Foundation for the Promotion of Medical Science, SGH Foundation, and YOKOYAMA Foundation for Clinical Pharmacology.

Authors

Kohsuke Isomoto, Koji Haratani, Takahiro Tsujikawa, Shuta Tomida, Yusuke Makutani, Masayuki Takeda, Kimio Yonesaka, Kaoru Tanaka, Tsutomu Iwasa, Kazuko Sakai, Kazuto Nishio, Akihiko Ito, Kazuhiko Nakagawa, Hidetoshi Hayashi

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Tumor cell-derived IFN spatially reprograms osteopontin-enriched macrophage niches to promote PARP inhibitor resistance
Dan Liu, Kangjia Tao, Cheng Xu, Wen Yang, Chujun Cai, Cui Feng, Kairong Xiong, Sisi Wu, Yaying Lin, Zikun Peng, Jianhua Chi, Wen Pan, Qing Zhong, Jiahao Liu, Xiong Li, Xingzhe Liu, Dongchen Zhou, Ding Ma, Guang-Nian Zhao, Yu Xia, Yong Fang, Qinglei Gao
Dan Liu, Kangjia Tao, Cheng Xu, Wen Yang, Chujun Cai, Cui Feng, Kairong Xiong, Sisi Wu, Yaying Lin, Zikun Peng, Jianhua Chi, Wen Pan, Qing Zhong, Jiahao Liu, Xiong Li, Xingzhe Liu, Dongchen Zhou, Ding Ma, Guang-Nian Zhao, Yu Xia, Yong Fang, Qinglei Gao
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Tumor cell-derived IFN spatially reprograms osteopontin-enriched macrophage niches to promote PARP inhibitor resistance

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Abstract

Poly (ADP-ribose) polymerase inhibitors (PARPi) benefit homologous recombination-deficient (HRD) malignancies, yet resistance remains a major challenge. Leveraging specimens from a prospective neoadjuvant niraparib monotherapy trial in treatment-naïve high-grade serous ovarian cancer, we integrated PhenoCycler-Fusion spatial profiling, scRNA-seq, and multiplex immunohistochemistry to identify two therapeutic-modulated cellular neighborhoods: an IFN+ tumor cell-enriched niche that expands in resistant lesions and a tumor-associated macrophage (TAM)-enriched niche that persists but acquires enhanced immunosuppressive features. Mechanistically, sustained tumor cell-derived IFN induced osteopontin (SPP1) expression in TAMs via STAT signaling, creating immunosuppressive niches enriched in Tregs and myofibroblastic cancer-associated fibroblasts with intensified cell-cell interactions. SPP1 directly suppressed T cell signaling and effector function. High baseline SPP1+ cells predicted lower response rate (30.0% vs 76.2%, P = 0.021) and shorter progression-free survival (median 13.5 vs 28.3 months, P = 0.0006). In HRD mouse models, SPP1 blockade restored PARPi sensitivity, reversed acquired resistance, and enhanced T cell cytotoxicity—effects abrogated in immunodeficient mice, confirming immune dependence. These data establish a spatial IFN–SPP1 axis whereby persistent tumor cell IFN reprograms TAMs to promote PARPi resistance, position SPP1 as a key therapeutic target and prognostic biomarker for this therapy, and underscore therapeutic potential of microenvironment-targeted strategies to overcome PARPi resistance.

Authors

Dan Liu, Kangjia Tao, Cheng Xu, Wen Yang, Chujun Cai, Cui Feng, Kairong Xiong, Sisi Wu, Yaying Lin, Zikun Peng, Jianhua Chi, Wen Pan, Qing Zhong, Jiahao Liu, Xiong Li, Xingzhe Liu, Dongchen Zhou, Ding Ma, Guang-Nian Zhao, Yu Xia, Yong Fang, Qinglei Gao

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IFN signaling is associated with radiotherapy response in malignant peripheral nerve sheath tumors
Iowis Zhu, Julian Chien, Gabriel E. Rech, Kanish Mirchia, Sixuan Pan, Kaeli Miller, Joanna Pak, Rosanna Wustrack, Varun Monga, Steve E. Braunstein, Mark D. Adams, Line Jacques, Melike Pekmezci, S. John Liu, Harish N. Vasudevan
Iowis Zhu, Julian Chien, Gabriel E. Rech, Kanish Mirchia, Sixuan Pan, Kaeli Miller, Joanna Pak, Rosanna Wustrack, Varun Monga, Steve E. Braunstein, Mark D. Adams, Line Jacques, Melike Pekmezci, S. John Liu, Harish N. Vasudevan
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IFN signaling is associated with radiotherapy response in malignant peripheral nerve sheath tumors

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Abstract

Patients with malignant peripheral nerve sheath tumors (MPNSTs) have poor outcomes despite multimodal treatment with surgery, radiation, and systemic therapy. The responses to radiotherapy (RT) are mixed, and the biologic mechanisms underlying this heterogeneity in the radiation response of MPNSTs are not understood. Here, we combined bulk and single-cell transcriptomics, genome-wide CRISPR interference screens, and multiplatform molecular analysis across MPNST cells, mouse allograft models, and patients’ samples to understand the mediators of the radiation response. Our data revealed that MPNSTs, but not benign plexiform neurofibromas, induced a type I IFN signature that functionally mediated the radiation response. Moreover, irradiation of immunocompetent mouse MPNST allografts led to IFN-mediated T cell recruitment and activation. Both host mouse T cells and intact tumor IFN receptor signaling were required for RT’s efficacy in mouse MPNST allografts. Analysis of human MPNST resection specimens demonstrated that increased microenvironmental and CD8+ T cell infiltration were associated with improved local control following RT. These results provide a preclinical rationale for combining immunomodulatory agents targeting IFN signaling to improve radiation responses in MPNSTs and potentially other soft tissue sarcomas.

Authors

Iowis Zhu, Julian Chien, Gabriel E. Rech, Kanish Mirchia, Sixuan Pan, Kaeli Miller, Joanna Pak, Rosanna Wustrack, Varun Monga, Steve E. Braunstein, Mark D. Adams, Line Jacques, Melike Pekmezci, S. John Liu, Harish N. Vasudevan

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Macrophage-rich niches regulate T cell dynamics at the liver invasive margin during gallbladder cancer progression
Maolan Li, Zhaonan Liu, Shenbing Shan, Ziyao Jia, Yongsheng Li, Fatao Liu, Lina Lu, Shimei Qiu, Chen Li, Ziyi Wang, Siyuan Yan, Yuhao Zhao, Lili Gao, Zhiqing Yuan, Yuanding Liu, Jiyao Ma, Jiayi Feng, Pengxiao Geng, Yiming Li, Xiaojing Xu, Xinhua Lin, Changjun Liu, Zebing Liu, Wenguang Wu, Xiangsong Wu, Wei Gong, Yanjing Li, Dongxi Xiang, Yongning He, Yun Liu, Rong Shao, Kwan Man, Wu Wei, Yingbin Liu
Maolan Li, Zhaonan Liu, Shenbing Shan, Ziyao Jia, Yongsheng Li, Fatao Liu, Lina Lu, Shimei Qiu, Chen Li, Ziyi Wang, Siyuan Yan, Yuhao Zhao, Lili Gao, Zhiqing Yuan, Yuanding Liu, Jiyao Ma, Jiayi Feng, Pengxiao Geng, Yiming Li, Xiaojing Xu, Xinhua Lin, Changjun Liu, Zebing Liu, Wenguang Wu, Xiangsong Wu, Wei Gong, Yanjing Li, Dongxi Xiang, Yongning He, Yun Liu, Rong Shao, Kwan Man, Wu Wei, Yingbin Liu
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Macrophage-rich niches regulate T cell dynamics at the liver invasive margin during gallbladder cancer progression

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Abstract

Liver invasion is one of the most frequent events in the progression of gallbladder cancer (GBC). However, the cellular and pathological role of the tumor-liver–interface microenvironment in liver invasion is still enigmatic. Here, we applied single-cell and spatial transcriptomics to systematically investigate the cellular component and gene expression regulation of the microenvironment from the tumor to the liver, specifically the invasive boundary. Our analyses revealed that CXCL9+ macrophage–rich immune cell niches were accumulated in the tumor-liver invasive margin, where 2 subclasses of the CXCL9+ immune cell niches, CXCL9+TRAC+ (CT) and CXCL9+C1QB+ (CC) niches, were identified. CD8+ T cells were recruited by CXCL9+ macrophages through CXCL9-CXCR3 interaction in the CT niche, which was located adjacent to the liver. Moreover, the CC niche was proximal to the tumor core, where tumor cells induced CD8+ T cell exhaustion via LGALS4 expression. In addition, our cohort study showed that high CXCL9 and low LGALS4 in the liver invasion margin demonstrated a favorable prognosis and better responses to anti–PD-1 immunotherapy for patients with gallbladder cancer. Altogether, these findings demonstrate novel cellular and molecular mechanisms underlying liver invasion and offer clinical value for immunotherapies.

Authors

Maolan Li, Zhaonan Liu, Shenbing Shan, Ziyao Jia, Yongsheng Li, Fatao Liu, Lina Lu, Shimei Qiu, Chen Li, Ziyi Wang, Siyuan Yan, Yuhao Zhao, Lili Gao, Zhiqing Yuan, Yuanding Liu, Jiyao Ma, Jiayi Feng, Pengxiao Geng, Yiming Li, Xiaojing Xu, Xinhua Lin, Changjun Liu, Zebing Liu, Wenguang Wu, Xiangsong Wu, Wei Gong, Yanjing Li, Dongxi Xiang, Yongning He, Yun Liu, Rong Shao, Kwan Man, Wu Wei, Yingbin Liu

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