Conventional histologic diagnosis of rejection in kidney transplants has limited repeatability due to its inherent requirement for subjective assessment of lesions, in a rule-based system that does not acknowledge diagnostic uncertainty. Molecular phenotyping affords opportunities for increased precision and improved disease classification to address the limitations of conventional histologic diagnostic systems and quantify levels of uncertainty. Microarray data from 1,208 kidney transplant biopsies were collected prospectively from 13 centers. Cross-validated classifier scores predicting the presence of antibody-mediated rejection (ABMR), T cell–mediated rejection (TCMR), and 5 related histologic lesions were generated using supervised machine learning methods. These scores were used as input for archetypal analysis, an unsupervised method similar to cluster analysis, to examine the distribution of molecular phenotypes related to rejection. Six archetypes were generated: no rejection, TCMR, 3 associated with ABMR (early-stage, fully developed, and late-stage), and mixed rejection (TCMR plus early-stage ABMR). Each biopsy was assigned 6 scores, one for each archetype, representing a probabilistic assessment of that biopsy based on its rejection-related molecular properties. Viewed as clusters, the archetypes were similar to existing histologic Banff categories, but there was 32% disagreement, much of it probably reflecting the “noise” in the current histologic assessment system. Graft survival was lowest for fully developed and late-stage ABMR, and it was better predicted by molecular archetype scores than histologic diagnoses. The results provide a system for precision molecular assessment of biopsies and a new standard for recalibrating conventional diagnostic systems.
Jeff Reeve, Georg A. Böhmig, Farsad Eskandary, Gunilla Einecke, Carmen Lefaucheur, Alexandre Loupy, Philip F. Halloran, the MMDx-Kidney study group
CD4+ regulatory T cells (CD4Tregs) play a critical role in the maintenance of immune tolerance and prevention of chronic graft-versus-host disease (GVHD) after allogeneic hematopoietic stem cell transplantation. IL-2 supports the proliferation and survival of CD4Tregs and previous studies have demonstrated that IL-2 induces selective expansion of CD4Tregs and improves clinical manifestations of chronic GVHD. However, mechanisms for selective activation of CD4Tregs and the effects of low-dose IL-2 on other immune cells are not well understood. Using mass cytometry, we demonstrate that low concentrations of IL-2 selectively induce STAT5 phosphorylation in Helios+ CD4Tregs and CD56brightCD16– NK cells in vitro. Preferential activation and expansion of Helios+ CD4Tregs and CD56brightCD16– NK cells was also demonstrated in patients with chronic GVHD receiving low-dose IL-2. With prolonged IL-2 treatment for 48 weeks, phenotypic changes were also observed in Helios– CD4Tregs. The effects of low-dose IL-2 therapy on conventional CD4+ T cells and CD8+ T cells were limited to increased expression of PD-1 on effector memory T cells. These studies reveal the selective effects of low-dose IL-2 therapy on Helios+ CD4Tregs and CD56bright NK cells that constitutively express high-affinity IL-2 receptors as well as the indirect effects of prolonged exposure to low concentrations of IL-2 in vivo.
Masahiro Hirakawa, Tiago R. Matos, Hongye Liu, John Koreth, Haesook T. Kim, Nicole E. Paul, Kazuyuki Murase, Jennifer Whangbo, Ana C. Alho, Sarah Nikiforow, Corey Cutler, Vincent T. Ho, Philippe Armand, Edwin P. Alyea, Joseph H. Antin, Bruce R. Blazar, Joao F. Lacerda, Robert J. Soiffer, Jerome Ritz
Brateil Badal, Alexander Solovyov, Serena Di Cecilia, Joseph Minhow Chan, Li-Wei Chang, Ramiz Iqbal, Iraz T. Aydin, Geena S. Rajan, Chen Chen, Franco Abbate, Kshitij S. Arora, Antoine Tanne, Stephen B. Gruber, Timothy M. Johnson, Douglas R. Fullen, Leon Raskin, Robert Phelps, Nina Bhardwaj, Emily Bernstein, David T. Ting, Georg Brunner, Eric E. Schadt, Benjamin D. Greenbaum, Julide Tok Celebi
Background. Reports on long-term (≥10 years) effects of cancer vaccines are missing. Therefore, in 2002, we initiated a phase I/II trial in cutaneous melanoma patients to further explore the immunogenicity of our DC vaccine and to establish its long-term toxicity and clinical benefit after a planned 10-year followup.
Methods. Monocyte-derived DCs matured by TNFα, IL-1β, IL-6, and PGE2 and then loaded with 4 HLA class I and 6 class II–restricted tumor peptides were injected intradermally in high doses over 2 years. We performed serial immunomonitoring in all 53 evaluable patients.
Results. Vaccine-specific immune responses including high-affinity, IFNγ-producing CD4+ and lytic polyfunctional CD8+ T cells were de novo induced or boosted in most patients. Exposure of mature DCs to trimeric soluble CD40 ligand, unexpectedly, did not further enhance such immune responses, while keyhole limpet hemocyanin (KLH) pulsing to provide unspecific CD4+ help promoted CD8+ T cell responses — notably, their longevity. An unexpected 19% of nonresectable metastatic melanoma patients are still alive after 11 years, a survival rate similar to that observed in ipilimumab-treated patients and achieved without any major (>grade 2) toxicity. Survival correlated significantly with the development of intense vaccine injection site reactions, and with blood eosinophilia after the first series of vaccinations, suggesting that prolonged survival was a consequence of DC vaccination.
Conclusions. Long-term survival in advanced melanoma patients undergoing DC vaccination is similar to ipilimumab-treated patients and occurs upon induction of tumor-specific T cells, blood eosinophilia, and strong vaccine injection site reactions occurring after the initial vaccinations.
TRIAL REGISTRATION. ClinicalTrials.gov NCT00053391.
FUNDING. European Community, Sixth Framework Programme (Cancerimmunotherapy LSHC-CT-2006-518234; DC-THERA LSHB-CT-2004-512074), and German Research Foundation (CRC 643, C1, Z2).
Stefanie Gross, Michael Erdmann, Ina Haendle, Steve Voland, Thomas Berger, Erwin Schultz, Erwin Strasser, Peter Dankerl, Rolf Janka, Stefan Schliep, Lucie Heinzerling, Karl Sotlar, Pierre Coulie, Gerold Schuler, Beatrice Schuler-Thurner
Wiebke Arlt, Katharina Lang, Alice J. Sitch, Anna S. Dietz, Yara Rhayem, Irina Bancos, Annette Feuchtinger, Vasileios Chortis, Lorna C. Gilligan, Philippe Ludwig, Anna Riester, Evelyn Asbach, Beverly A. Hughes, Donna M. O’Neil, Martin Bidlingmaier, Jeremy W. Tomlinson, Zaki K. Hassan-Smith, D. Aled Rees, Christian Adolf, Stefanie Hahner, Marcus Quinkler, Tanja Dekkers, Jaap Deinum, Michael Biehl, Brian G. Keevil, Cedric H.L. Shackleton, Jonathan J. Deeks, Axel K. Walch, Felix Beuschlein, Martin Reincke
Vivek Subbiah, Muhammad Rizwan Khawaja, David S. Hong, Behrang Amini, Jiang Yungfang, Hui Liu, Adrienne Johnson, Alexa B. Schrock, Siraj M. Ali, James X. Sun, David Fabrizio, Sarina Piha-Paul, Siqing Fu, Apostolia M. Tsimberidou, Aung Naing, Filip Janku, Daniel D. Karp, Michael Overman, Cathy Eng, Scott Kopetz, Funda Meric-Bernstam, Gerald S. Falchook
Shadab A. Rahman, Melissa A. St. Hilaire, Anne-Marie Chang, Nayantara Santhi, Jeanne F. Duffy, Richard E. Kronauer, Charles A. Czeisler, Steven W. Lockley, Elizabeth B. Klerman
Martin Niethammer, Chris C. Tang, Peter A. LeWitt, Ali R. Rezai, Maureen A. Leehey, Steven G. Ojemann, Alice W. Flaherty, Emad N. Eskandar, Sandra K. Kostyk, Atom Sarkar, Mustafa S. Siddiqui, Stephen B. Tatter, Jason M. Schwalb, Kathleen L. Poston, Jaimie M. Henderson, Roger M. Kurlan, Irene H. Richard, Christine V. Sapan, David Eidelberg, Matthew J. During, Michael G. Kaplitt, Andrew Feigin
Melanie A. Gasper, Anneke C. Hesseling, Isaac Mohar, Landon Myer, Tali Azenkot, Jo-Ann S. Passmore, Willem Hanekom, Mark F. Cotton, I. Nicholas Crispe, Donald L. Sodora, Heather B. Jaspan
Marie-Astrid Vernet, Stéphanie Reynard, Alexandra Fizet, Justine Schaeffer, Delphine Pannetier, Jeremie Guedj, Max Rives, Nadia Georges, Nathalie Garcia-Bonnet, Aboubacar I. Sylla, Péma Grovogui, Jean-Yves Kerherve, Christophe Savio, Sylvie Savio-Coste, Marie-Laure de Séverac, Philippe Zloczewski, Sandrine Linares, Souley Harouna, Bing M’Lebing Abdoul, Frederic Petitjean, Nenefing Samake, Susan Shepherd, Moumouni Kinda, Fara Roger Koundouno, Ludovic Joxe, Mathieu Mateo, Patrick Lecine, Audrey Page, Tang Maleki Tchamdja, Matthieu Schoenhals, Solenne Barbe, Bernard Simon, Tuan Tran-Minh, Christophe Longuet, François L’Hériteau, Sylvain Baize
No posts were found with this tag.