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Clinical Research and Public Health

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NAD+ augmentation by nicotinamide riboside engages SLIT2/ROBO1 signaling to attenuate Th17 inflammation in psoriasis
Kim Han, Rachael J. Klein, Thomas C. Recupero, Anna Chiara Russo, Rahul Sharma, Anand K. Gupta, Shahin Hassanzadeh, Rebecca D. Huffstutler, Pradeep K. Dagur, Bryan Fisk, Neelam R. Redekar, Michael N. Sack
Kim Han, Rachael J. Klein, Thomas C. Recupero, Anna Chiara Russo, Rahul Sharma, Anand K. Gupta, Shahin Hassanzadeh, Rebecca D. Huffstutler, Pradeep K. Dagur, Bryan Fisk, Neelam R. Redekar, Michael N. Sack
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NAD+ augmentation by nicotinamide riboside engages SLIT2/ROBO1 signaling to attenuate Th17 inflammation in psoriasis

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Abstract

Enhancing NAD+ levels with nicotinamide riboside (NR) confers anti-inflammatory effects in human disease, although immunoregulatory mechanisms remain poorly characterized. We previously showed that ex vivo NR supplementation of primary CD4+ T cells from psoriatic individuals dampened immune responsiveness. To validate this in vivo, we performed a randomized, placebo-controlled NR supplementation study in individuals with mild-to-moderate psoriasis. Participants received oral NR (500 mg twice daily) or matching placebo for 4 weeks, with blood samples collected at baseline and after supplementation. NR reduced Th17 immune responsiveness. Bulk CD4+ T cell RNA-seq identified induction of the SLIT-ROBO signaling pathway. NR supplementation increased circulating SLIT2 levels and enhanced SLIT2 production in dermal fibroblasts. Pharmacologic and genetic interrogation in CD4+ T cells and fibroblasts demonstrated that SLIT2, acting through the ROBO1 receptor, inhibited Rho GTPase signaling, thereby attenuating canonical Th17 polarization and fibroblast inflammatory activation. These findings indicate that NAD+ augmentation exerts anti-inflammatory effects in psoriasis through SLIT2-ROBO1-mediated crosstalk between dermal fibroblasts and circulating CD4+ T cells, leading to suppression of Th17-driven inflammation.

Authors

Kim Han, Rachael J. Klein, Thomas C. Recupero, Anna Chiara Russo, Rahul Sharma, Anand K. Gupta, Shahin Hassanzadeh, Rebecca D. Huffstutler, Pradeep K. Dagur, Bryan Fisk, Neelam R. Redekar, Michael N. Sack

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Pan-cancer polygenic risk score associates with cancer susceptibility following kidney transplantation
Jarmo Ritari, Kati Hyvärinen, Kirsi Jahnukainen, Jukka Partanen, Ilkka Helanterä, Timo Jahnukainen
Jarmo Ritari, Kati Hyvärinen, Kirsi Jahnukainen, Jukka Partanen, Ilkka Helanterä, Timo Jahnukainen
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Pan-cancer polygenic risk score associates with cancer susceptibility following kidney transplantation

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Background Cancer accounts for over 20% of late post-transplant mortality, yet the contribution of genetic susceptibility to post-transplant cancer risk remains unclear. This study investigates germline genetic risk factors for post-transplant cancer in the Finnish population using data from the FinnGen cohort. Methods A pan-cancer polygenic risk score (PRS) was constructed using genetic variants identified in UK and US populations to assess the influence of common germline variants on time to first cancer diagnosis in 1,802 Finnish kidney transplant recipients (KTRs), of whom 317 developed post-transplant cancer. The PRS was first validated in the FinnGen non-transplantation cohort and subsequently applied to KTRs, with replication in lung and liver transplant recipients (n = 476). Functional relevance was explored by assessing associations between the PRS and expression levels of 2,923 plasma proteins in the UK Biobank (n = 53,013). Results Compared to a matched non-transplantation cohort (n = 68,294), KTRs exhibited earlier cancer onset. The PRS was significantly associated with time to first cancer diagnosis in the non-transplantation population (HR 1.04; 95% CI 1.038-1.056; p = 3.75 x 10-25). Among KTRs younger than 40 years, higher PRS was associated with earlier cancer onset (HR, 1.08; 95% CI ,1.01-1.17; p = 0.036), indicating a stronger genetic effect at younger ages. The PRS significantly (Bonferroni < 0.05) altered the regulation of 87 plasma proteins, several of which were known cancer-related markers. Conclusion Inherited genetic predisposition, captured by pan-cancer PRS, may contribute to individual susceptibility to cancer after solid organ transplantation, particularly at younger ages.

Authors

Jarmo Ritari, Kati Hyvärinen, Kirsi Jahnukainen, Jukka Partanen, Ilkka Helanterä, Timo Jahnukainen

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Long-acting IL-7 induces distinct transcriptomic features in peripheral T cells of patients with solid tumors
Ho Cheol Jang, Jeong Yeon Kim, Sojeong Kim, Heewon Kim, Mi-Sun Byun, Myung Ah Lee, Jong Hee Chang, Do-Hyun Nam, Tae Won Kim, Sin-Soo Jeun, Joohyuk Sohn, Su-Hyung Park, Eui-Cheol Shin
Ho Cheol Jang, Jeong Yeon Kim, Sojeong Kim, Heewon Kim, Mi-Sun Byun, Myung Ah Lee, Jong Hee Chang, Do-Hyun Nam, Tae Won Kim, Sin-Soo Jeun, Joohyuk Sohn, Su-Hyung Park, Eui-Cheol Shin
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Long-acting IL-7 induces distinct transcriptomic features in peripheral T cells of patients with solid tumors

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BACKGROUND. IL-7 is a critical cytokine in T cell development, survival, and homeostasis. Previous preclinical and clinical studies reported that IL-7 treatment increased T cell counts, but its effect on peripheral blood T cells in cancer patients and molecular mechanisms have not been explored. METHODS. We investigated effects of long-acting recombinant human interleukin-7 (rhIL-7-hyFc) on peripheral T cells in patients with advanced solid tumors. Peripheral blood samples were collected before and after treatment, followed by analysis through single-cell transcriptomics and flow cytometry. RESULTS. We found that rhIL-7-hyFc induced marked expansion of proliferating T cells, and promoted transcriptional changes associated with immune activation, cell cycle progression, and anti-apoptosis. Trajectory analysis revealed that post-treatment T cells had distinct transcriptional states enriched for cytokine- and TCR-mediated signaling pathways. Notably, a second dose administered after three weeks yielded diminished proliferation and minimal transcriptional changes, which were independent of antidrug antibody or CD127 downmodulation. Examination of elements of the IL-7 signaling pathway revealed intact proximal signaling (e.g., STAT5 phosphorylation) but downregulation of distal elements, including PIM-1 kinase and c-Myc. CONCLUSIONS. Our results demonstrate that rhIL-7-hyFc induces robust peripheral T-cell expansion and activation in patients with solid tumors, supporting its potential use for lymphopenic patients treated with cancer immunotherapy. TRIAL REGISTRATION. NCT03478995, NCT03619239. FUNDING. NRF-2022R1A2C3007292, RS-2024-00439160, RS-2025-02213409, RS-2025-25460003

Authors

Ho Cheol Jang, Jeong Yeon Kim, Sojeong Kim, Heewon Kim, Mi-Sun Byun, Myung Ah Lee, Jong Hee Chang, Do-Hyun Nam, Tae Won Kim, Sin-Soo Jeun, Joohyuk Sohn, Su-Hyung Park, Eui-Cheol Shin

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Th2 skewing in patients with disseminated coccidioidomycosis
Timothy J. Thauland, Smriti S. Nagarajan, Alexis V. Stephens, Samantha L. Jensen, Anviksha Srivastava, Miguel A. Moreno Lastre, Terrie S. Ahn, Chantana Bun, Michael T. Trump, Royce H. Johnson, George R. Thompson III, Maria I. Garcia-Lloret, Valerie A. Arboleda, Manish J. Butte
Timothy J. Thauland, Smriti S. Nagarajan, Alexis V. Stephens, Samantha L. Jensen, Anviksha Srivastava, Miguel A. Moreno Lastre, Terrie S. Ahn, Chantana Bun, Michael T. Trump, Royce H. Johnson, George R. Thompson III, Maria I. Garcia-Lloret, Valerie A. Arboleda, Manish J. Butte
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Th2 skewing in patients with disseminated coccidioidomycosis

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BACKGROUND. Disseminated coccidioidomycosis (DCM) is an often fatal and otherwise intractable condition requiring lifelong antifungal treatment. We have previously shown that a deranged polarization of CD4+ T cells toward a Th2 phenotype can exist in the context of DCM. Here we studied a large population of subjects to determine the frequency of abnormal Th2 skewing of CD4+ T cells in patients with coccidioidomycosis and to identify underlying genetic mechanisms supporting this phenotype. METHODS. We collected peripheral blood mononuclear cells from 204 patients with coccidioidomycosis, including 96 patients with disseminated disease. We measured immune phenotypes and cytokine production by CD4+ T cells from patients and healthy controls, and comparisons between groups were made based on disease severity and demographics. Whole genome sequencing was conducted on 180 individuals who also had cytokine profiling. RESULTS. We found that ~25% of DCM patients had a CD4+ T-cell compartment that was abnormally skewed toward a Th2 phenotype, and Th2 skewing was highly correlated with male sex. Co-culture of T cells with the IL4R/IL13R-blocking antibody dupilumab reduced Th2 skewing. Sequencing revealed rare variants in genes involved in the IL-12-IFN-γ axis in several Th2-skewed patients, and we validated one such variant in IFNGR1 as hypomorphic. CONCLUSION. Patients with DCM, especially males, should be screened for Th2 skewing of CD4+ T cells. Patients with Th2 skewing should be additionally screened for genetic defects in the IL-12-IFN-γ axis. Our findings give a mechanistic rationale for blockade of IL4R in Th2-skewed patients with refractory coccidioidomycosis.

Authors

Timothy J. Thauland, Smriti S. Nagarajan, Alexis V. Stephens, Samantha L. Jensen, Anviksha Srivastava, Miguel A. Moreno Lastre, Terrie S. Ahn, Chantana Bun, Michael T. Trump, Royce H. Johnson, George R. Thompson III, Maria I. Garcia-Lloret, Valerie A. Arboleda, Manish J. Butte

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Exhausted T cell responses in disseminated coccidioidomycosis
Gregory D. Whitehill, Alexis V. Stephens, Timothy J. Thauland, Miguel A. Moreno Lastre, Matthew M. Tate, Sinem Beyhan, Royce H. Johnson, George R. Thompson III, Maria Garcia-Lloret, Manish J. Butte
Gregory D. Whitehill, Alexis V. Stephens, Timothy J. Thauland, Miguel A. Moreno Lastre, Matthew M. Tate, Sinem Beyhan, Royce H. Johnson, George R. Thompson III, Maria Garcia-Lloret, Manish J. Butte
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Exhausted T cell responses in disseminated coccidioidomycosis

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Background. Coccidioidomycosis ranges from self-limiting Uncomplicated Valley Fever (UVF) in most cases to life-threatening Disseminated Coccidioidomycosis (DCM) in rare individuals. A few patterns of immunologic deficits allowing for dissemination have been identified, though the specific defects in most individuals with DCM remain undefined. We hypothesized that chronic antigen exposure in DCM engenders a state of T cell exhaustion. Methods. From a cohort of over 300 subjects with confirmed diagnoses of coccidioidomycosis, circulating T cell phenotypes were characterized via flow cytometry and Coccidioides-specific T cell responses were measured by Activation-Induced Marker (AIM) assay. Results. Male sex was significantly associated with disseminated disease (odds ratio 2.5; 95% CI: 1.5 – 4.0). 52% of subjects showed Coccidioides-specific T cell responses in our AIM assay. We noted a significant difference in subjects sampled in the first year of diagnosis, where only 8% of DCM subjects had T cell responses during this time, as compared to 44% of UVF subjects (p = 0.04). Among DCM patients with detectable AIM responses, CD4+ T cells demonstrated an exhausted phenotype with elevated PD-1 expression compared to UVF subjects. In vitro PD-1 blockade augmented IFNγ production in most tested DCM subjects. Conclusion. These findings suggest that dissemination may occur in some individuals during a period of impaired antigen-specific T-cell activity. Importantly, these responses can be augmented in vitro by PD-1 blocking antibodies, supporting further study of immune checkpoint therapy as an adjunct to antifungal treatment in disseminated coccidioidomycosis.

Authors

Gregory D. Whitehill, Alexis V. Stephens, Timothy J. Thauland, Miguel A. Moreno Lastre, Matthew M. Tate, Sinem Beyhan, Royce H. Johnson, George R. Thompson III, Maria Garcia-Lloret, Manish J. Butte

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Genetic regulation of AIF1 shapes immune and liver injury profiles in chronic alcohol use
Priscila C. Antonello, Colin A. Hodgkinson, Dechun Feng, Cheryl Marietta, Baskar Mohana Krishnan, Maria A. Parra, Zhaoli Sun, Bin Gao, David Goldman, Michelle W. Antoine
Priscila C. Antonello, Colin A. Hodgkinson, Dechun Feng, Cheryl Marietta, Baskar Mohana Krishnan, Maria A. Parra, Zhaoli Sun, Bin Gao, David Goldman, Michelle W. Antoine
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Genetic regulation of AIF1 shapes immune and liver injury profiles in chronic alcohol use

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BACKGROUND In chronic alcohol consumers, immune cells may drive the progression from mild liver injury to more severe alcohol-associated liver diseases (ALD), including alcohol-associated hepatitis (AAH) and cancer. Liver macrophages, both resident and infiltrating, express Allograft Inflammatory Factor 1 (AIF1), which is upregulated during inflammation and enhances immune activation. METHODS Using serum and urine samples from 868 individuals classified as having alcohol use disorder or not based on DSM-IV/V criteria, along with serum and liver biopsy tissue from a second cohort of 27 patients diagnosed with AAH, we evaluated the impact of the AIF1 promoter single nucleotide polymorphism (SNP) (rs3132451; C/C, C/G, G/G) on liver function markers and immune cell profiles. RESULTS AIF1 transcript levels were genotype-dependent: C/C homozygotes expressed 5.2% of the levels observed in G/G individuals, while C/G heterozygotes expressed 46%. Unlike most SNPs associated with harmful effects, the G/G genotype is highly prevalent, present in ~70% of patients. Among chronic alcohol users, G/G individuals exhibited elevated markers of liver injury and a more than threefold increase in hepatic immune cells, including infiltrating AIF1⁺ macrophages and neutrophils. Despite similar durations of alcohol misuse, G/G individuals had higher Model for End-Stage Liver Disease scores compared to C/G individuals, indicating a significantly greater 90-day mortality risk. Notably, some immune abnormalities, such as elevated neutrophils, persisted in G/G males even after alcohol abstinence. CONCLUSION These findings suggest that functional genetic variation in AIF1 may contribute to the severity and persistence of ALD. TRIAL REGISTRATION ClinicalTrials.gov NCT02231840. FUNDING Research support was provided from the National Institute on Alcohol Abuse and Alcoholism (NIAAA) of the National Institutes of Health (NIH) under grant 1ZIAAA000440-02 and R24AA025017.

Authors

Priscila C. Antonello, Colin A. Hodgkinson, Dechun Feng, Cheryl Marietta, Baskar Mohana Krishnan, Maria A. Parra, Zhaoli Sun, Bin Gao, David Goldman, Michelle W. Antoine

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Single-cell Analysis of Human Kidney Biopsy Tissue Reveals Epithelial and Immune Cell Responses to BK Polyomavirus Infection
Tess Marvin, Rachel Sealfon, Phillip J. McCown, Fadhl AlAkwaa, Evan A. Farkash, Edgar A. Otto, Felix Eichinger, Ping An, Rajasree Menon, Celine C. Berthier, Tavis J. Reed, Paula Arrowsmith, Lalita Subramanian, Kelly J. Shaffer, Silas P. Norman, Ramnika Gumber, Michael J. Imperiale, James M. Pipas, Olga G. Troyanskaya, Matthias Kretzler, Chandra L. Theesfeld, Abhijit S. Naik
Tess Marvin, Rachel Sealfon, Phillip J. McCown, Fadhl AlAkwaa, Evan A. Farkash, Edgar A. Otto, Felix Eichinger, Ping An, Rajasree Menon, Celine C. Berthier, Tavis J. Reed, Paula Arrowsmith, Lalita Subramanian, Kelly J. Shaffer, Silas P. Norman, Ramnika Gumber, Michael J. Imperiale, James M. Pipas, Olga G. Troyanskaya, Matthias Kretzler, Chandra L. Theesfeld, Abhijit S. Naik
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Single-cell Analysis of Human Kidney Biopsy Tissue Reveals Epithelial and Immune Cell Responses to BK Polyomavirus Infection

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Introduction: BK polyomavirus (BKV) infection is associated with injury and subsequent graft loss due to the extent of injury or rejection. However, the molecular mechanisms driving injury and subsequent adverse outcomes remain poorly understood. Methods: In a cross-sectional study, single-cell RNA sequencing from kidney allograft biopsies was used to assess cell type-specific responses between uninfected controls and two distinct phases of BKV infection: peaking (increasing viral blood titers) and resolving (decreasing viral titers following immunosuppression reduction). Results: Genes upregulated in BK viral nephropathy (BKVN) were enriched for polyomavirus infection hallmarks, including ribosome biogenesis, translation, and energy restructuring. Additionally enriched pathways included wound healing, cellular stress, antigen presentation and immune signaling. Even without BKVN (peaking BK viremia alone), epithelial cells expressed signatures for wound healing, cellular stress, and extracellular matrix remodeling. In vivo tubular cell responses at single-cell resolution were validated against single cell transcriptomic data of BKV infected cells in a cell culture model. Despite similarities, in vivo tubular cells underwent metabolic adaptation favoring fatty acid oxidation and proinflammatory responses not observed in culture models likely due to an absent innate and adaptive immune system. Despite lymphopenia and immunosuppressive therapies, the proportion of recipient derived intrarenal adaptive immune cells was increased in biopsies associated with peaking viremia alongside activation of innate immune responses. Adaptive immune cells exhibited persistent inflammatory signaling and remodeling of energy metabolism during the resolving phase of infection. Conclusion: These not previously reported insights into BKV-associated injury may have implications for clinical management and improved allograft outcomes.

Authors

Tess Marvin, Rachel Sealfon, Phillip J. McCown, Fadhl AlAkwaa, Evan A. Farkash, Edgar A. Otto, Felix Eichinger, Ping An, Rajasree Menon, Celine C. Berthier, Tavis J. Reed, Paula Arrowsmith, Lalita Subramanian, Kelly J. Shaffer, Silas P. Norman, Ramnika Gumber, Michael J. Imperiale, James M. Pipas, Olga G. Troyanskaya, Matthias Kretzler, Chandra L. Theesfeld, Abhijit S. Naik

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Human antibody repertoire among kidney donors with and without HIV
Xianming Zhu, William R. Morgenlander, Diane M. Brown, Yolanda Eby, Megan Morsheimer, Jonah Odim, Serena M. Bagnasco, Meenakshi M. Rana, Sander S. Florman, Rachel J. Friedman-Moraco, Peter G. Stock, Alexander J. Gilbert, Shikha Mehta, Valentina Stosor, Sapna A. Mehta, Marcus R. Pereira, Catherine B. Small, Michele I. Morris, Jonathan Hand, Saima Aslam, Ghady Haidar, Maricar Malinis, Carlos A.Q. Santos, Joanna Schaenman, David Wojciechowski, Karthik M. Ranganna, Emily Blumberg, Nahel Elias, Josa A. Castillo-Lugo, Emmanouil Giorgakis, Senu Apewokin, M. Kate Grabowski, Dorry L. Segev, Andrew D. Redd, Christine M. Durand, H. Benjamin Larman, Aaron A.R. Tobian
Xianming Zhu, William R. Morgenlander, Diane M. Brown, Yolanda Eby, Megan Morsheimer, Jonah Odim, Serena M. Bagnasco, Meenakshi M. Rana, Sander S. Florman, Rachel J. Friedman-Moraco, Peter G. Stock, Alexander J. Gilbert, Shikha Mehta, Valentina Stosor, Sapna A. Mehta, Marcus R. Pereira, Catherine B. Small, Michele I. Morris, Jonathan Hand, Saima Aslam, Ghady Haidar, Maricar Malinis, Carlos A.Q. Santos, Joanna Schaenman, David Wojciechowski, Karthik M. Ranganna, Emily Blumberg, Nahel Elias, Josa A. Castillo-Lugo, Emmanouil Giorgakis, Senu Apewokin, M. Kate Grabowski, Dorry L. Segev, Andrew D. Redd, Christine M. Durand, H. Benjamin Larman, Aaron A.R. Tobian
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Human antibody repertoire among kidney donors with and without HIV

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Abstract

BACKGROUND. Transplanting kidneys from donors with HIV to recipients with HIV has become standard clinical practice. However, donors with HIV may have higher prevalence of viral and bacterial infections and autoimmunity that could increase allograft rejection in recipients. METHODS. We included deceased kidney donors (60 with HIV and 41 without HIV) who participated in a multicenter prospective study of HIV kidney transplantation between April 2018-September 2021. Using Phage ImmunoPrecipitation Sequencing, we compared the human antibody repertoire (allergens, autoantibodies, viruses and bacterial toxins) between donors with and without HIV, and evaluated their association with recipient allograft rejection. Moderated t-tests were used to assess reactivity and a multivariate logistic regression model adjusted for donor sex and KDPI assessed the association between donor adenovirus reactivity and recipient allograft rejection. RESULTS. Compared to donors without HIV, donors with HIV had lower BMI and were more likely to be African American. The median number of positive autoantibodies was marginally higher among donors with HIV (499 [IQR = 357, 579]) compared to donors without HIV (395 [IQR = 256, 538] (P = 0.058). Donors with HIV additionally had significantly higher antibody reactivity to Epstein-Barr virus and cytomegalovirus (q < 0.05). Among all donors with and without HIV, antibodies to adenovirus were significantly associated with increased rejection among recipients, including after adjusting for false discovery (q < 0.05) and also adjusting for demographic factors using multivariable logistic regression (odds ratio = 4.97, 95% CI = 1.89–13.61). CONCLUSION. The presence of antibodies to adenovirus infection in kidney donors with HIV may be associated with allograft rejection. TRIAL REGISTRATION. ClinicalTrials.gov NCT03500315. FUNDING. US National Institute of Health

Authors

Xianming Zhu, William R. Morgenlander, Diane M. Brown, Yolanda Eby, Megan Morsheimer, Jonah Odim, Serena M. Bagnasco, Meenakshi M. Rana, Sander S. Florman, Rachel J. Friedman-Moraco, Peter G. Stock, Alexander J. Gilbert, Shikha Mehta, Valentina Stosor, Sapna A. Mehta, Marcus R. Pereira, Catherine B. Small, Michele I. Morris, Jonathan Hand, Saima Aslam, Ghady Haidar, Maricar Malinis, Carlos A.Q. Santos, Joanna Schaenman, David Wojciechowski, Karthik M. Ranganna, Emily Blumberg, Nahel Elias, Josa A. Castillo-Lugo, Emmanouil Giorgakis, Senu Apewokin, M. Kate Grabowski, Dorry L. Segev, Andrew D. Redd, Christine M. Durand, H. Benjamin Larman, Aaron A.R. Tobian

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RAS signaling in lung adenocarcinoma is defined by lineage context and DUSP4 loss
Minjeong Kim, Wisut Lamlertthon, Heejoon Jo, Yan Cui, Miyeon Yeon, Hyo Young Choi, Katherine A. Hoadley, Matthew P. Smeltzer, Michele C. Hayward, Matthew D. Wilkerson, Liza Makowski, D. Neil Hayes
Minjeong Kim, Wisut Lamlertthon, Heejoon Jo, Yan Cui, Miyeon Yeon, Hyo Young Choi, Katherine A. Hoadley, Matthew P. Smeltzer, Michele C. Hayward, Matthew D. Wilkerson, Liza Makowski, D. Neil Hayes
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RAS signaling in lung adenocarcinoma is defined by lineage context and DUSP4 loss

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Abstract

Background: The molecular landscape of lung adenocarcinoma (LUAD) is often illustrated as a driver-oncogene “pie chart,” but identical mutations exhibit heterogeneous signaling shaped by co-mutations, transcriptional programs, and lineage context. We propose a lineage-integrated signaling framework using an EGFR mutation signature (mSig). Methods: We defined EGFR mSig using differentially expressed genes in EGFR-mutant (mt) LUADs. Semi-supervised clustering and machine learning models were used to test reproducibility in different combinations of datasets. We analyzed molecular subtypes, lineage markers, co-occurring mutations and EGFR copy number alterations in EGFR mSig-defined subtypes of LUAD. Results: EGFR mSig showed robust classification performance (AUROC = 0.83-0.95; mean NPV = 96.3%). Validated gene expression subtypes and lung lineage markers were closely aligned with EGFR mSig status. Most EGFR mSig(+) tumors, including many without EGFR mutations belonged to Bronchioid subtype. A subset of canonical RAS mutations were mSig(+) and mirrored the EGFR mutation pattern. EGFR wild-type (WT)/mSig(-) tumors were enriched for non-Bronchioid subtypes and had co-mutations in TP53 or RAS/RAF/RTKs. We highlighted a parsimonious collection of coordinated mutations identified including RAS, KEAP1, STK11, TP53, and CDKN2A, supportive of prior reports. Conclusions: A novel EGFR mSig that captures the transcriptional footprint of EGFR activation revealed a subset of EGFR WT LUADs with “mt-like” features. mSig refines LUAD taxonomy beyond mutation-only pie-chart models by incorporating lineage and co-mutation context. Lineage-directed stratification with co-alteration identifies clinically relevant groups across EGFR and RAS states and highlights new treatment opportunities for patients currently considered “oncogene-negative.” Funding: NCI U01CA272541, R01CA262296, U24CA264021, UG1CA233333, R01CA211939.

Authors

Minjeong Kim, Wisut Lamlertthon, Heejoon Jo, Yan Cui, Miyeon Yeon, Hyo Young Choi, Katherine A. Hoadley, Matthew P. Smeltzer, Michele C. Hayward, Matthew D. Wilkerson, Liza Makowski, D. Neil Hayes

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Determinants of pancreatic tropism in metastatic renal cell carcinoma
Haitao Xu, Payal Kapur, Alana Christie, Aleksandra W. Nielsen, Averi Perny, Olivia Brandenburg, Charlotte Small, Jeffrey Miyata, Hua Zhong, Courtney Roberts, Roy Elias, Vanina Tcheuyap, Cassandra Duarte, Adrie van Bokhoven, Justine Panian, Haoran Li, Katharine A Collier, Debra Zynger, Luis Meza, Benoit Beuselinck, Neeraj Agarwal, Amir Mortazavi, Sumanta Pal, Rana McKay, Elaine T. Lam, Satwik Rajaram, James Brugarolas
Haitao Xu, Payal Kapur, Alana Christie, Aleksandra W. Nielsen, Averi Perny, Olivia Brandenburg, Charlotte Small, Jeffrey Miyata, Hua Zhong, Courtney Roberts, Roy Elias, Vanina Tcheuyap, Cassandra Duarte, Adrie van Bokhoven, Justine Panian, Haoran Li, Katharine A Collier, Debra Zynger, Luis Meza, Benoit Beuselinck, Neeraj Agarwal, Amir Mortazavi, Sumanta Pal, Rana McKay, Elaine T. Lam, Satwik Rajaram, James Brugarolas
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Determinants of pancreatic tropism in metastatic renal cell carcinoma

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BACKGROUND Clear cell renal cell carcinoma (ccRCC) with pancreatic metastases (PM) is paradoxically associated with prolonged overall survival (OS), but the biological basis for this observation remains unclear.METHODS We analyzed matched primary and metastatic samples from an international consortium of patients with PM (n = 108) and compared them with a previously characterized ccRCC cohort without PM (n = 273).RESULTS Primary ccRCC tumors associated with PM were dominated by indolent, angiogenic phenotypes, characterized by low-grade histology and reduced mTORC1 activation (all P < 0.001). Tumors of patients with PM were often PBRM1-deficient (80.4% vs. 54.8%, P < 0.001) and rarely harbored BAP1 loss (3.7% vs. 20.7%, P < 0.001). After metastasis diagnosis, patients with PM had significantly longer median OS compared with those without PM (110 vs. 33 months, HR 0.28 [95% CI, 0.19–0.39], P < 0.001). Survival was further prolonged among patients with PBRM1 loss (143 vs. 64 months, HR 0.41 [95% CI, 0.22–0.81], P = 0.008). Notably, PM lesions were typically low-grade and PBRM1-deficient even when more aggressive and evolved clones were present in primary tumors. Finally, PBRM1 loss was associated with preferential response to angiogenesis inhibitors over immune-oncology therapy, reflected by longer time on treatment (32.1 vs. 9.1 months, HR 0.16 [95% CI, 0.06–0.39], P < 0.001).CONCLUSION These findings illustrate selective tropism of indolent, less-evolved, PBRM1-deficient ccRCC clones for pancreatic dissemination. This biological bias likely underlies therapeutic sensitivity and favorable survival, supporting the consideration of PBRM1 status and metastatic tropism in risk stratification and treatment selection.FUNDING NIH Kidney Cancer SPORE grant (P50CA196516); The Cancer Prevention and Research Institute of Texas (RP220294); Endowment from Jan and Bob Pickens Distinguished Professorship in Medical Science and Brock Fund for Medical Science Chair in Pathology.

Authors

Haitao Xu, Payal Kapur, Alana Christie, Aleksandra W. Nielsen, Averi Perny, Olivia Brandenburg, Charlotte Small, Jeffrey Miyata, Hua Zhong, Courtney Roberts, Roy Elias, Vanina Tcheuyap, Cassandra Duarte, Adrie van Bokhoven, Justine Panian, Haoran Li, Katharine A Collier, Debra Zynger, Luis Meza, Benoit Beuselinck, Neeraj Agarwal, Amir Mortazavi, Sumanta Pal, Rana McKay, Elaine T. Lam, Satwik Rajaram, James Brugarolas

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