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Clinical Research and Public Health

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Cardiac noradrenergic deficiency revealed by 18F-dopamine positron emission tomography identifies preclinical central Lewy body diseases
David S. Goldstein, … , Tianxia Wu, Yehonatan Sharabi
David S. Goldstein, … , Tianxia Wu, Yehonatan Sharabi
Published October 26, 2023
Citation Information: J Clin Invest. 2023. https://doi.org/10.1172/JCI172460.
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Cardiac noradrenergic deficiency revealed by 18F-dopamine positron emission tomography identifies preclinical central Lewy body diseases

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Abstract

BACKGROUND. In the Lewy body diseases (LBDs) Parkinson’s disease (PD) and dementia with Lewy bodies (DLB), by the time parkinsonism or cognitive dysfunction manifests clinically substantial neurodegeneration has already occurred. Biomarkers are needed to identify central LBDs in a preclinical phase, when neurorescue strategies might forestall symptomatic disease. This phase may involve catecholamine deficiency in the autonomic nervous system. We analyzed data from the prospective, observational, long-term PDRisk study to assess the predictive value of low vs. normal cardiac 18F-dopamine positron emission tomography (PET), an index of myocardial content of the sympathetic neurotransmitter norepinephrine, in at-risk individuals. METHODS. Participants self-reported risk factor information (genetics, olfactory dysfunction, dream enactment behavior, orthostatic intolerance or hypotension) at a protocol-specific website. Thirty-four with ≥ 3 confirmed risk factors underwent serial cardiac 18F-dopamine PET at 1.5-yearly intervals for up to 7.5 years or until PD was diagnosed. RESULTS. Nine participants had low initial myocardial 18F-dopamine-derived radioactivity (<6,000 nCi-kg/cc-Ci) and 25 normal radioactivity. At 7 years of follow-up, 8 of 9 with low initial radioactivity and 1 of 11 with normal radioactivity were diagnosed with a central LBD (LBD+) (P = 0.0009 by Fisher's exact test). Conversely, all of 9 LBD+ participants had low 18F-dopamine-derived radioactivity before or at the time of diagnosis of a central LBD, whereas among 25 participants without a central LBD only 1 (4%) had persistently low radioactivity (P < 0.0001 by Fisher’s exact test). CONCLUSIONS. Cardiac 18F-dopamine PET highly efficiently distinguishes at-risk individuals who are diagnosed subsequently with a central LBD from those who are not.

Authors

David S. Goldstein, Courtney Holmes, Patti Sullivan, Grisel Lopez, Janna Gelsomino, Sarah Moore, Risa Isonaka, Tianxia Wu, Yehonatan Sharabi

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Microenvironmental network of clonal CXCL13+CD4+ T cells and regulatory T cells in pemphigus chronic blisters
Dawoon Han, … , Soo-Chan Kim, Jong Hoon Kim
Dawoon Han, … , Soo-Chan Kim, Jong Hoon Kim
Published October 10, 2023
Citation Information: J Clin Invest. 2023. https://doi.org/10.1172/JCI166357.
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Microenvironmental network of clonal CXCL13+CD4+ T cells and regulatory T cells in pemphigus chronic blisters

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Background. Pemphigus, a rare autoimmune bullous disease mediated by anti-desmoglein autoantibodies, can be controlled with systemic medication like rituximab and high-dose systemic corticosteroids combined with immunosuppressants. However, some patients continue to experience chronically recurrent blisters which require long-term maintenance systemic therapy. METHODS. Skin with chronic blisters was obtained from patients with pemphigus. Immunologic properties of the skin were analyzed by immunofluorescence staining, bulk and single-cell RNA and TCR sequencing, and a highly multiplex imaging technique known as CO-Detection by indEXing (CODEX). Functional analyses were performed by flow cytometry and bulk RNA-sequencing using peripheral blood from healthy donors. Intralesional corticosteroid was injected into patient skin, and changes in chronically recurrent blisters were observed. RESULTS. We demonstrate the presence of skin tertiary lymphoid structures (TLSs) with desmoglein-specific B cells in chronic blisters from pemphigus patients. In the skin TLSs, CD4+ T cells predominantly produced CXCL13. These clonally expanded CXCL13+CD4+ T cells exhibited features of activated Th1-like cells and downregulated genes associated with T-cell receptor-mediated signaling. Regulatory T cells (Tregs) are in direct contact with CXCL13+CD4+ memory T cells and increased CXCL13 production of CD4+ T cells through IL-2 consumption and TGF-β stimulation. Lastly, Intralesional corticosteroid injection improved chronic blisters and reduce skin TLSs in patients with pemphigus. CONCLUSIONS. This study concludes that skin TLSs are associated with the persistence of chronically recurrent blisters in pemphigus patients, and the microenvironmental network involving CXCL13+CD4+ T cells and Tregs within these structures plays an important role in CXCL13 production. TRIAL REGISTRATION. NCT04509570 FUNDING. This work was supported by National Research Foundation of South Korea (grant NRF-2021R1C1C1007179) and Korea Drug Development Fund funded by Ministry of Science and ICT, Ministry of Trade, Industry, and Energy, and Ministry of Health and Welfare (grant RS-2022-00165917).

Authors

Dawoon Han, A. Yeong Lee, Taehee Kim, Ji Young Choi, Mi Yeon Cho, Ahreum Song, Changhyeon Kim, Joon Ho Shim, Hyun Je Kim, Honesty Kim, Hillary Blaize D'Angio, Ryan Preska, Aaron T. Mayer, Miri Kim, Eun-Ji Choi, Tae-Gyun Kim, Eui-Cheol Shin, Kyemyung Park, Do-Young Kim, Soo-Chan Kim, Jong Hoon Kim

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Type I interferon signature and cycling lymphocytes in macrophage activation syndrome
Zhengping Huang, … , Peter A. Nigrovic, Pui Y. Lee
Zhengping Huang, … , Peter A. Nigrovic, Pui Y. Lee
Published September 26, 2023
Citation Information: J Clin Invest. 2023. https://doi.org/10.1172/JCI165616.
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Type I interferon signature and cycling lymphocytes in macrophage activation syndrome

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BACKGROUND. Macrophage activation syndrome (MAS) is a life-threatening complication of Still’s disease (SD) characterized by overt immune cell activation and cytokine storm. We aimed to further understand the immunologic landscape of SD and MAS. METHOD. We profiled peripheral blood mononuclear cells (PBMC) from healthy controls and patients with SD with or without MAS using bulk RNA sequencing (RNA-seq) and single-cell RNA-seq (scRNA-seq). We validated and expanded the findings by mass cytometry, flow cytometry and in vitro studies. RESULTS. Bulk RNA-seq of PBMC from patients with SD-associated MAS revealed strong expression of genes associated with type I interferon (IFN-I) signaling and cell proliferation, in addition to the expected IFN-γ signal, compared to healthy controls and SD patients without MAS. scRNA-seq analysis of > 65,000 total PBMC confirmed IFN-I and IFN-γ signatures and localized the cell proliferation signature to cycling CD38+HLA-DR+ cells within CD4+ T cell, CD8+ T cell and NK cell populations. CD38+HLA-DR+ lymphocytes exhibited prominent IFN-g production, glycolysis, and mTOR signaling. Cell-cell interaction modeling suggested a network linking CD38+HLA-DR+ lymphocytes with monocytes through IFN-γ signaling. Notably, the expansion of CD38+HLA-DR+ lymphocytes in MAS was greater than in other systemic inflammatory conditions in children. In vitro stimulation of PBMC demonstrated that IFN-I and IL-15 – both elevated in MAS patients – synergistically augmented the generation of CD38+HLA-DR+ lymphocytes, while Janus kinase inhibition mitigated this response. CONCLUSION. MAS associated with SD is characterized by overproduction of IFN-I, which may act in synergy with IL-15 to generate CD38+HLA-DR+ cycling lymphocytes that produce IFN-γ.

Authors

Zhengping Huang, Kailey E. Brodeur, Liang Chen, Yan Du, Holly Wobma, Evan E. Hsu, Meng Liu, Joyce C. Chang, Margaret H. Chang, Janet Chou, Megan Day-Lewis, Fatma Dedeoglu, Olha Halyabar, James A. Lederer, Tianwang Li, Mindy S. Lo, Meiping Lu, Esra Meidan, Jane W. Newburger, Adrienne G. Randolph, Mary Beth F. Son, Robert P. Sundel, Maria L. Taylor, Huaxiang Wu, Qing Zhou, Scott W. Canna, Kevin Wei, Lauren A. Henderson, Peter A. Nigrovic, Pui Y. Lee

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The effect of Glucagon-Like Peptide-1 Receptor blockade on islet secretion and glucose metabolism in humans
Andrew A. Welch, … , Aleksey Matveyenko, Adrian Vella
Andrew A. Welch, … , Aleksey Matveyenko, Adrian Vella
Published September 26, 2023
Citation Information: J Clin Invest. 2023. https://doi.org/10.1172/JCI173495.
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The effect of Glucagon-Like Peptide-1 Receptor blockade on islet secretion and glucose metabolism in humans

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Background: Proglucagon can be processed to Glucagon-Like Peptide-1 (GLP-1) within the islet but its contribution to islet function in humans remains unknown. We sought to understand whether ‘pancreatic’ GLP-1 alters islet function in humans and whether this is affected by type 2 diabetes.Methods: We therefore studied individuals with and without type 2 diabetes on 2 occasions in random order. On one occasion exendin 9-39, a competitive antagonist of the GLP-1 Receptor (GLP1R), was infused, while on the other saline was infused. The tracer dilution technique ([3-3H] glucose) was used to measure glucose turnover during fasting and during a hyperglycemic clamp.Results: Exendin 9-39 increased fasting glucose concentrations; fasting islet hormone concentrations were unchanged, but inappropriate for the higher fasting glucose observed. In people with type 2 diabetes fasting glucagon concentrations were markedly elevated and persisted despite hyperglycemia. This impaired suppression of endogenous glucose production by hyperglycemia. These data show that GLP1R blockade impairs islet function, implying that intra-islet GLP1R activation alters islet responses to glucose and does so to a greater degree in people with type 2 diabetes.

Authors

Andrew A. Welch, Rahele A. Farahani, Aoife M. Egan, Marcello C. Laurenti, Maya Zeini, Max Vella, Kent R. Bailey, Claudio Cobelli, Chiara Dalla Dalla Man, Aleksey Matveyenko, Adrian Vella

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Maternal PlGF and umbilical Dopplers predict pregnancy outcomes at diagnosis of early-onset fetal growth restriction
Rebecca Spencer, … , Angela Huertas-Ceballos, Anna L. David
Rebecca Spencer, … , Angela Huertas-Ceballos, Anna L. David
Published September 15, 2023
Citation Information: J Clin Invest. 2023;133(18):e169199. https://doi.org/10.1172/JCI169199.
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Maternal PlGF and umbilical Dopplers predict pregnancy outcomes at diagnosis of early-onset fetal growth restriction

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BACKGROUND Severe, early-onset fetal growth restriction (FGR) causes significant fetal and neonatal mortality and morbidity. Predicting the outcome of affected pregnancies at the time of diagnosis is difficult, thus preventing accurate patient counseling. We investigated the use of maternal serum protein and ultrasound measurements at diagnosis to predict fetal or neonatal death and 3 secondary outcomes: fetal death or delivery at or before 28+0 weeks, development of abnormal umbilical artery (UmA) Doppler velocimetry, and slow fetal growth.METHODS Women with singleton pregnancies (n = 142, estimated fetal weights [EFWs] below the third centile, less than 600 g, 20+0 to 26+6 weeks of gestation, no known chromosomal, genetic, or major structural abnormalities) were recruited from 4 European centers. Maternal serum from the discovery set (n = 63) was analyzed for 7 proteins linked to angiogenesis, 90 additional proteins associated with cardiovascular disease, and 5 proteins identified through pooled liquid chromatography and tandem mass spectrometry. Patient and clinician stakeholder priorities were used to select models tested in the validation set (n = 60), with final models calculated from combined data.RESULTS The most discriminative model for fetal or neonatal death included the EFW z score (Hadlock 3 formula/Marsal chart), gestational age, and UmA Doppler category (AUC, 0.91; 95% CI, 0.86–0.97) but was less well calibrated than the model containing only the EFW z score (Hadlock 3/Marsal). The most discriminative model for fetal death or delivery at or before 28+0 weeks included maternal serum placental growth factor (PlGF) concentration and UmA Doppler category (AUC, 0.89; 95% CI, 0.83–0.94).CONCLUSION Ultrasound measurements and maternal serum PlGF concentration at diagnosis of severe, early-onset FGR predicted pregnancy outcomes of importance to patients and clinicians.TRIAL REGISTRATION ClinicalTrials.gov NCT02097667.FUNDING The European Union, Rosetrees Trust, Mitchell Charitable Trust.

Authors

Rebecca Spencer, Kasia Maksym, Kurt Hecher, Karel Maršál, Francesc Figueras, Gareth Ambler, Harry Whitwell, Nuno Rocha Nené, Neil J. Sebire, Stefan R. Hansson, Anke Diemert, Jana Brodszki, Eduard Gratacós, Yuval Ginsberg, Tal Weissbach, Donald M. Peebles, Ian Zachary, Neil Marlow, Angela Huertas-Ceballos, Anna L. David

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Proviral location affects cognate peptide-induced virus production and immune recognition of HIV-1-infected T cell clones
Filippo Dragoni, … , Francesco R. Simonetti, Joel N. Blankson
Filippo Dragoni, … , Francesco R. Simonetti, Joel N. Blankson
Published September 12, 2023
Citation Information: J Clin Invest. 2023. https://doi.org/10.1172/JCI171097.
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Proviral location affects cognate peptide-induced virus production and immune recognition of HIV-1-infected T cell clones

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BACKGROUND. HIV-1-infected CD4+ T cells contribute to latent reservoir persistence by proliferating while avoiding immune recognition. Integration features of intact proviruses in elite controllers (EC) and people on long-term therapy suggests that proviruses in specific chromosomal locations can evade immune surveillance. However, direct evidence of this mechanism is missing. METHODS. In this case report, we characterized integration sites and full genome sequences of expanded T cell clones in an EC before and after chemoradiation. We identified the cognate peptide of infected clones to investigate cell proliferation and virus production induced by T cell activation, and susceptibility to autologous CD8+ T cells. RESULTS. The proviral landscape was dominated by two large clones with replication-competent proviruses integrated into Zinc Finger genes (ZNF470 and ZNF721) in locations previously associated with deeper latency. A third nearly intact provirus, with a stop codon in Pol, was integrated into an intergenic site. Upon stimulation with cognate Gag peptides, infected clones proliferated extensively and produced virus, but the provirus in ZNF721 was 200-folds less inducible. While autologous CD8+ T cells decreased the proliferation of cells carrying the intergenic provirus, they had no effect on cells with the provirus in the ZNF721 gene. CONCLUSION. We provide direct evidence that upon activation of infected clones by cognate antigen, the lower inducibility of intact proviruses in ZNF genes can result in immune evasion and persistence. FUNDING. Office of the NIH Director and National Institute of Dental & Craniofacial Research; NIAID, NIH; Johns Hopkins University Center for AIDS Research.

Authors

Filippo Dragoni, Abena Kwaa, Caroline C.G. Traut, Rebecca T. Veenhuis, Bezawit A. Woldemeskel, Angelica Camilo-Contreras, Hayley E. Raymond, Arbor G. Dykema, Eileen P. Scully, Amanda M. Rosecrans, Kellie N. Smith, Frederic D. Bushman, Francesco R. Simonetti, Joel N. Blankson

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Elevated periprostatic venous testosterone correlates with prostate cancer progression after radical prostatectomy
Mohammad Alyamani, … , Eric A. Klein, Nima Sharifi
Mohammad Alyamani, … , Eric A. Klein, Nima Sharifi
Published September 1, 2023
Citation Information: J Clin Invest. 2023;133(17):e171117. https://doi.org/10.1172/JCI171117.
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Elevated periprostatic venous testosterone correlates with prostate cancer progression after radical prostatectomy

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BACKGROUND Generally, clinical assessment of gonadal testosterone (T) in human physiology is determined using concentrations measured in peripheral blood. Prostatic T exposure is similarly thought to be determined from peripheral T exposure. Despite the fact that androgens drive prostate cancer, peripheral T has had no role in the clinical evaluation or treatment of men with localized prostate cancer.METHODS To assess the role of local androgen delivery in prostate cancer, we obtained blood from the (periprostatic) prostatic dorsal venous complex in 266 men undergoing radical prostatectomy from July 2014 to August 2021 and compared dorsal T (DT) levels with those in circulating peripheral blood (PT) and prostatic tissue. Comprehensive targeted steroid analysis and unbiased metabolomics analyses were performed. The association between the DT/PT ratio and progression-free survival after prostatectomy was assessed.RESULTS Surprisingly, in some men, DT levels were enriched several-fold compared with PT levels. For example, 20% of men had local T concentrations that were at least 2-fold higher than peripheral T concentrations. Isocaproic acid, a byproduct of androgen biosynthesis, and 17-OH-progesterone, a marker of intratesticular T, were also enriched in the dorsal vein of these men, consistent with testicular shunting. Men with enriched DT had higher rates of prostate cancer recurrence. DT/PT concentration ratios predicted worse outcomes even when accounting for known clinical predictors.CONCLUSIONS These data suggest that a large proportion of men have a previously unappreciated exposure to an undiluted and highly concentrated T supply. Elevated periprostatic T exposure was associated with worse clinical outcomes after radical prostatectomy.FUNDING National Cancer Institute (NCI), NIH grants R01CA172382, R01CA236780, R01CA261995, R01CA249279, and R50CA251961; US Army Medical Research and Development Command grants W81XWH2010137 and W81XWH-22-1-0082.

Authors

Mohammad Alyamani, Patrick Michael, Daniel Hettel, Lewis Thomas, Scott D. Lundy, Mike Berk, Mona Patel, Jianbo Li, Hooman Rashidi, Jesse K. McKenney, Eric A. Klein, Nima Sharifi

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Effects of AFQ056 on language learning in fragile X syndrome
Elizabeth Berry-Kravis, … , Trevis Huff, Brenda Pearson
Elizabeth Berry-Kravis, … , Trevis Huff, Brenda Pearson
Published August 31, 2023
Citation Information: J Clin Invest. 2023. https://doi.org/10.1172/JCI171723.
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Effects of AFQ056 on language learning in fragile X syndrome

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BACKGROUND. FXLEARN, the first-ever large multi-site trial of effects of disease-targeted pharmacotherapy on learning, was designed to explore a new paradigm for measuring effects of mechanism-targeted treatment in fragile X syndrome (FXS). In FXLEARN, the effects of mGluR5 negative allosteric modulator (NAM) AFQ056 on language learning were evaluated in 3-6 year-old children with FXS, expected to have more learning plasticity than adults, where prior trials of mGluR5 NAMs have failed. METHODS. After a 4-month single-blind placebo lead-in, participants were randomized 1:1 to AFQ056 or placebo, with 2 months of dose optimization to the maximum tolerated dose, then 6 months of treatment during which a language learning intervention was implemented for both groups. The primary outcome was a centrally scored videotaped communication measure, the Weighted Communication Scale (WCS). Secondary outcomes were objective performance-based and parent-report cognitive and language measures. RESULTS. FXLEARN enrolled 110 participants, randomized 99, and 91 completed the placebo-controlled period. Although both groups made language progress and there were no safety issues, the change in WCS score during the placebo-controlled period was not significantly different between the AFQ056 and placebo-treated groups, nor were there any significant between-group differences in change in any secondary measures. CONCLUSION. Despite the large body of evidence supporting use of mGluR5 NAMs in animal models of FXS, this study suggests that this mechanism of action does not translate into benefit for the human FXS population and that better strategies are needed to determine which mechanisms will translate from pre-clinical models to humans in genetic neurodevelopmental disorders. TRIAL REGISTRATION. ClincalTrials.gov NCT02920892 FUNDING. This study was supported by NeuroNEXT network NIH grants U01NS096767, U24NS107200, U24NS107209, U01NS077323, U24NS107183, U24NS107168, U24NS107128, U24NS107199, U24NS107198, U24NS107166, U10NS077368, U01NS077366, U24NS107205, U01NS077179, and U01NS077352, NIH grant P50HD103526 and Novartis IIT grant AFQ056X2201T for provision of AFQ056.

Authors

Elizabeth Berry-Kravis, Leonard Abbeduto, Randi Hagerman, Christopher S. Coffey, Merit Cudkowicz, Craig A. Erickson, Andrea McDuffie, David Hessl, Lauren E. Ethridge, Flora Tassone, Walter E. Kaufmann, Katherine Friedmann, Lauren Bullard, Anne Hoffmann, Jeremy Veenstra-VanderWeele, Kevin Staley, David Klements, Michael Moshinsky, Brittney Harkey, Jeffrey D. Long, Janel Fedler, Elizabeth Klingner, Dixie J. Ecklund, Michele Costigan, Trevis Huff, Brenda Pearson

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A systematic analysis of the human immune response to Plasmodium vivax
Florian A. Bach, … , Simon J. Draper, Philip J. Spence
Florian A. Bach, … , Simon J. Draper, Philip J. Spence
Published August 24, 2023
Citation Information: J Clin Invest. 2023. https://doi.org/10.1172/JCI152463.
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A systematic analysis of the human immune response to Plasmodium vivax

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BACKGROUND. The biology of Plasmodium vivax is markedly different to that of P. falciparum; how this shapes the immune response to infection remains unclear. To address this shortfall, we inoculated human volunteers with a clonal field isolate of P. vivax and tracked their response through infection and convalescence. METHODS. Participants were injected intravenously with blood-stage parasites and infection dynamics were tracked in real-time by quantitative PCR. Whole blood samples were used for high dimensional protein analysis, RNA-sequencing and Cytometry by Time Of Flight (CyTOF), and temporal changes in the host response to P. vivax were quantified by linear regression. Comparative analyses with P. falciparum were then undertaken using analogous datasets derived from prior controlled human malaria infection studies. RESULTS.P. vivax rapidly induced a type I inflammatory response that coincided with hallmark features of clinical malaria. This acute phase response shared remarkable overlap with that induced by P. falciparum but was significantly elevated (at RNA and protein level) leading to an increased incidence of pyrexia. In contrast, T cell activation and terminal differentiation was significantly increased in volunteers infected with P. falciparum. Heterogeneous CD4+ T cells were found to dominate this adaptive response and phenotypic analysis revealed unexpected features normally associated with cytotoxicity and autoinflammatory disease. CONCLUSION.P. vivax triggers increased systemic interferon signaling (cf P. falciparum), which likely explains its reduced pyrogenic threshold. In contrast, P. falciparum drives T cell activation far in excess of P. vivax, which may partially explain why falciparum malaria more frequently causes severe disease. TRIAL REGISTRATION. ClinicalTrials.gov NCT03797989 FUNDING. Supported by the European Union's Horizon 2020 Research and Innovation programme, the Wellcome Trust and the Royal Society.

Authors

Florian A. Bach, Diana Muñoz Sandoval, Michalina Mazurczyk, Yrene Themistocleous, Thomas A. Rawlinson, Adam C. Harding, Alison Kemp, Sarah E. Silk, Jordan R. Barrett, Nick J. Edwards, Alasdair C. Ivens, Julian C. Rayner, Angela M. Minassian, Giorgio Napolitani, Simon J. Draper, Philip J. Spence

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Clinical-genomic determinants of immune checkpoint blockade response in head and neck squamous cell carcinoma
Cristina Valero, … , Timothy A. Chan, Luc G.T. Morris
Cristina Valero, … , Timothy A. Chan, Luc G.T. Morris
Published August 10, 2023
Citation Information: J Clin Invest. 2023. https://doi.org/10.1172/JCI169823.
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Clinical-genomic determinants of immune checkpoint blockade response in head and neck squamous cell carcinoma

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BACKGROUND. Recurrent and/or metastatic (R/M) head and neck squamous cell carcinoma (HNSCC) is often an incurable disease, with patients experiencing median survival of under ten months and significant morbidity. While immune checkpoint blockade (ICB) drugs are effective in ~20% of patients, the remaining experience limited clinical benefit and are exposed to potential adverse effects and financial costs. Clinically approved biomarkers, such as tumor mutational burden (TMB), have modest predictive value in HNSCC. METHODS. We analyze clinical and genomic features, generated using whole-exome sequencing, in 133 ICB-treated R/M HNSCC patients, of whom 69 had virus-associated and 64 had non-virus-associated tumors. RESULTS. Hierarchical clustering of genomic data revealed six molecular subtypes characterized by a wide range of objective response rates and survival after ICB therapy. The prognostic importance of these 6 subtypes was validated in an external cohort. A random forest-based predictive model, using several clinical and genomic features, predicted progression-free survival (PFS), overall survival (OS), and response with greater accuracy than a model based on TMB alone. Recursive partitioning analysis identified three features (systemic inflammatory response index, TMB, and smoking signature) that classified patients into risk groups with accurate discrimination of PFS and OS. CONCLUSION. These findings shed light on the immunogenomic characteristics of HNSCC tumors that drive differential response to ICB and identify a clinical-genomic classifier that outperforms the current clinically approved biomarker of TMB. This validated predictive tool may help with clinical risk stratification in patients with R/M HNSCC for whom ICB is being considered.

Authors

Cristina Valero, Mahdi Golkaram, Joris L. Vos, Bin Xu, Conall Fitzgerald, Mark Lee, Shannon K. Kaplan, Catherine Y Han, Xin Pei, Reith Sarkar, Lillian A. Boe, Abhinav Pandey, Elizabeth S. Koh, Charlotte L. Zuur, David B. Solit, Traci Pawlowski, Li Liu, Alan L. Ho, Diego Chowell, Nadeem Riaz, Timothy A. Chan, Luc G.T. Morris

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