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Jordan, Michael B.

https://orcid.org/0000-0003-4207-3542

Mayo Clinic

Cincinnati Children's Hospital Medical Center

Citations 7

122 | IDENTIFYING HARMFUL HYPERINFLAMMATION IN DIFFUSE LARGE B‐CELL LYMPHOMA USING THE OHI (OPTIMIZED HLH INFLAMMATORY) INDEX—DISCOVERY AND VALIDATION IN REAL‐WORLD PATIENTS
Zoref‐Lorenz, Adi , Cahn, Elliot, Cholack, George , Wang, Y., Gysbers, Brianna J. , Mwangi, Raphael , Nowakowski, Grzegorz S. , Ansell, Steven M., Novak, A. J., Jordan, Michael B. , Cholack, George A , Mou, Eric , Maurer, Matthew J. , Feldman, Andrew L. , Itchaki, Gilad , Habermann, Thomas M. , Link, Brian K. , Witzig, Thomas E. , Cerhan, James R.

Hematological Oncology | June 16, 2025 | Volume: 43 | Issue: S3 | Pages: No page available

10.1002/hon.70093_122 Get It

The optimized HLH inflammatory index: A novel prognostic tool for newly diagnosed patients with diffuse large B-cell lymphoma—Discovery and validation.
Lorenz, Adi Zoref, Cahn, Elliot, Feldman, Andew L., Negaard, Brianna J, Mwangi, Raphael , Nowakowski, Grzegorz S. , Ansell, Stephen M. , Novak, Anne J. , Witzig, T. E., Jordan, Michael B. , Mou, Eric , Wang, Yucai , Maurer, Matthew J. , Gysbers, Brianna J. , Itchaki, Gilad , Habermann, Thomas M. , Link, Brian K. , Goyal, Gaurav , Cerhan, James R.

Journal of Clinical Oncology | May 28, 2025 | Volume: 43 | Issue: 16_suppl | Pages: 7073-7073

10.1200/jco.2025.43.16_suppl.7073 Get It

7073 Background: The Optimized HLH Inflammatory (OHI) index (Zoref-Lorenz et al., Blood , 2022), based on serum soluble CD25 (sCD25) and ferritin, is a prognostic tool identifying inflammation in the hemophagocytic lymphohistiocytosis (HLH) spectrum and early mortality risk. Prior studies were retrospective and enriched with HLH-suspected cases. We hypothesized that the OHI index would predict outcomes in unselected diffuse large B-cell lymphoma (DLBCL). Methods: 670 newly diagnosed DLBCL patients from a prospective cohort (2002–2015) were analyzed: 335 for discovery and 335 for validation. Pre-treatment serum sCD25 and ferritin levels were quantified via ELISA, and we evaluated original thresholds (sCD25 ≥ 3,900 U/mL; ferritin ≥ 1,000 ng/mL) and developed DLBCL-optimized thresholds (using receiver operator curves) for predicting 500-day mortality. We also evaluated event-free survival (EFS), EFS at 24 months (EFS24), and overall survival (OS). Results: The median age was 64, and 51% were male. Using original thresholds, 4.2% (n=14) of patients were OHI+, with a 5.6-fold higher risk of 500-day mortality (95% CI 1.6–17; p<0.001). Optimized thresholds identified 23.6% (n=78) as OHI+ with a 9.2-fold higher 500-day mortality risk (95% CI 4.0–24; p<0.001). Optimized OHI+ also had a higher risk of EFS24 failure and inferior EFS and OS (Table). OHI+ patients had higher rates of B symptoms (35% vs. 20%; p=0.027), elevated LDH (76% vs. 34%; p<0.001), worse performance status (ECOG ≥2: 38% vs. 12%; p<0.001), and advanced-stage disease (Stage IV: 57% vs 38%; p<0.001), though IPI scores (3–5) were not significantly different (44% vs 36%; p=0.28). Adjusting for age and IPI, OHI+ independently predicted 500-day mortality (OR=5.0; CI 1.9–13; p=0.001), EFS24 failure (OR=3.2; CI 1.5–6.5; p=0.0018), and inferior long-term EFS (HR=2.2; CI 1.1–4.3; p=0.030) and OS (HR=2.0; CI 1.0–4.0; p=0.040) at a median follow up of 9.8 years in living patients. In validation, optimized OHI predicted 500-day mortality, EFS24 failure, and long-term OS and EFS (Table). Cytokine profiling revealed elevated inflammatory markers in OHI+ patients, including IL1a (p=0.008), CCL2 (p=0.03), CXCL10 (p<0.001), and CXCL9 (p<0.001), reflecting systemic hyperinflammation. Conclusions: The OHI index is a powerful predictor of early and long-term outcomes in DLBCL patients. Optimized thresholds identify a larger OHI+ group, highlighting hyperinflammation’s critical role in poor outcomes. These findings support its use in routine management and clinical trial design for novel therapies. Odds ratios or hazard ratios and p-values for optimized OHI+ and DLBCL prognosis. Outcome Discovery Validation OR for 500-day mortality 9.2; p<0.001 4.0; p=0.002 OR for EFS24 failure 5.2; p <0.001 6.3; p<0.001 HR for OS 2.3; p<0.001 1.8; p=0.006 HR for EFS 2.4; p<0.001 2.5; p<0.001
Malignancy-associated HLH: mechanisms, diagnosis, and treatment of a severe hyperinflammatory syndrome
Zoref‐Lorenz, Adi , Witzig, Thomas E. , Cerhan, James R. , Jordan, Michael B. , Witzig, T.E. , Cerhan, James R

Leukemia & Lymphoma | December 10, 2024 | Volume: 66 | Issue: 4 | Pages: 628-636

10.1080/10428194.2024.2436037 Get It

Assessment of the Optimized HLH Inflammatory (OHI) Index in a Prospective Cohort of Patients with Newly Diagnosed Diffuse Large B-Cell Lymphoma
Zoref‐Lorenz, Adi , Cahn, Elliot, Negaard, Briana , Mwangi, Raphael , Nowakowski, Grzegorz S. , Ansell, Stephen M. , Novak, Anne J. , Witzig, T. E., Jordan, Michael B. , Mou, Eric , Wang, Yucai , Maurer, Matthew J. , Feldman, Andrew L. , Itchaki, Gilad , Habermann, Thomas M. , Link, Brian K. , Goyal, Gaurav , Cerhan, James R.

Blood | December 6, 2024 | Volume: 144 | Issue: Supplement 1 | Pages: 1624-1624

10.1182/blood-2024-210119 Get It

Background: The Optimized Hemophagocytic Lymphohistiocytosis (HLH) Inflammatory (OHI, Zoref-Lorenz et al, Blood, 2022) index, defined by the combined elevation in serum soluble CD25 (sCD25) and ferritin, has emerged as a promising prognostic tool for patients with newly diagnosed hematologic malignancies, demonstrating superior performance in predicting 500-day mortality compared to HLH-2004 criteria. However, previous studies were retrospective, with a substantial proportion (65%) of patients suspected clinically to have HLH. We evaluated the performance of the OHI index in an unselected, prospective cohort of newly diagnosed diffuse large B-cell lymphoma (DLBCL) patients. Methods: We analyzed the predictive utility of the OHI index in 331 newly diagnosed DLBCL patients enrolled from 2002-2015 in the prospective Iowa/Mayo Molecular Epidemiology Resource cohort. Ferritin and sCD25 levels were quantified in pre-treatment serum samples using R&D ELISA kits. OHI values were also optimized based on 500-day mortality in the cohort using receiver operating curve analysis with internal validation. Patients were classified as OHI+ using the original and newly optimized thresholds for sCD25 and ferritin. The primary endpoint was 500-day survival, and the secondary endpoints were event-free survival (EFS) at 24 months (EFS24), EFS, and overall survival (OS). The predictive capability of the OHI index was evaluated using logistic regression to determine odds ratios (OR) and 95% confidence intervals (CI) for 500-day mortality and EFS24, as well as Cox regression to calculate hazard ratios (HR) and 95% CIs for EFS and OS. Results: The median age at diagnosis of the 331 patients was 63.5 years (interquartile range, 54.5-74), and 168 (51%) were male. Using the original thresholds (sCD25 3,900 U/mL and ferritin 1,000 ng/mL), 4.2% of patients were OHI+, with a more than 5-fold higher 500-day mortality risk compared to OHI- patients (OR=5.6; CI 1.6-17, p&lt;0.001). After optimizing thresholds for sCD25 (2,400 U/mL) and ferritin (250 ng/mL) to predict 500-day mortality, 23.6% were OHI+ and the OHI+ group had a 9-fold higher 500-day mortality risk (OR=9.2; CI 4.0-24, p&lt;0.001), with 31% mortality in the OHI+ vs 5% in the OHI- group. OHI+ patients exhibited more B-symptoms (35% vs 20%, p=0.027), elevated LDH levels (76% vs 34%, p&lt;0.001), poorer performance status (Eastern Cooperative Oncology Group 2+: 38% vs 12%, p&lt;0.001), and more advanced stage disease (Stage IV: 57% vs 38%, p&lt;0.001), although the frequency of a high International Prognostic Index (IPI) was not statistically different between the groups (IPI 3-5: 44% vs 36%, p=0.28). After adjusting for age and IPI, OHI+ remained a strong predictor of 500-day mortality (OR=5.0; CI 1.9-13, p=0.001). Further adjustment for the cell of origin did not impact the results. The association of OHI+ status with 500-day mortality was similar in IPI 0-2 (OR=5.8; CI 1.2-29, p=0.033) and 3-5 (OR=6.8; CI 0.6-73, p=0.11). OHI+ patients were also more likely to not achieve EFS24 (45% vs 13%), with a 3-fold greater risk after adjusting for age and IPI (OR=3.2; CI 1.5-6.5, p=0.0018). The OHI index also retained its predictive ability over longer-term follow-up (median 9.8 years for living patients) for both OS (HR=2.0; CI 1.0-4.0, p=0.040) and EFS (HR=2.2; CI 1.1-4.3, p=0.030) after adjusting for age and IPI. Cytokine profiling using multiplex ELISA identified elevated inflammatory markers in OHI+ patients, underscoring the role of systemic inflammation in prognosis. The distribution of cytokines was significantly different between the groups, with consistently higher means in the OHI+ vs OHI- group, including IL1a (1,628 vs 759 pg/ml, p=0.008), CCL2 (1,020 vs 724 pg/ml, p=0.028), CXCL10 (165 vs 53 pg/ml, p&lt;0.0001), and CXCL9 (380 vs 150 pg/ml, p&lt;0.0001). Conclusions: While the original OHI index for prediction of 500-day mortality was validated in this unselected cohort of newly diagnosed DLBCL patients, optimization of the OHI thresholds identified a larger OHI+ group (24%), enhanced the identification of hyperinflammation, improved predictive ability for early (500-day) mortality, and predicted EFS24 status and long-term OS. This underscores the clinical relevance of the OHI index, supports the need to evaluate disease-specific thresholds, and suggests its potential for use in routine management and as enrollment criteria in clinical trials for novel therapies.
A consensus review on malignancy‐associated hemophagocytic lymphohistiocytosis in adults
Daver, Naval , McClain, Kenneth L. , Allen, Carl E. , Otrock, Zaher K. , Rojas‐Hernandez, Cristhiam M. , Blechacz, Boris, Wang, Sa , Minkov, Milen , Jordan, Michael B. , Rosée, Paul La , Kantarjian, Hagop M. , Parikh, Sameer A. , Daver, Naval , McClain, Kenneth L , Allen, Carl E , Kantarjian, Hagop

Cancer | June 16, 2017 | Volume: 123 | Issue: 17 | Pages: 3229-3240

10.1002/cncr.30826 Get It

Hemophagocytic lymphohistiocytosis (HLH) is a syndrome of severe immune activation and dysregulation resulting in extreme and often life‐threatening inflammation. HLH has been well recognized in pediatric populations, and most current diagnostic and therapeutic guidelines are based on pediatric HLH. Recently there has been recognition of HLH in adults, especially secondary to immune deregulation by an underlying rheumatologic, infectious, or malignant condition. This review is focused on malignancy‐associated HLH (M‐HLH), in which possible mechanisms of pathogenesis include severe inflammation, persistent antigen stimulation by the tumor cells, and loss of immune homeostasis because of chemotherapy, hematopoietic stem cell transplantation, or infection. Previously considered rare, M‐HLH may occur in up to 1% of patients with hematologic malignancies. M‐HLH is often missed or diagnosed late in most published studies, and it has been associated with a poor median survival of less than 2 months. Identification of the clinical and laboratory features specific to M‐HLH in adults may allow early detection, consultation with HLH experts, and intervention. Improved management of adult M‐HLH with optimal combinations of T‐lympholytic and immunosuppressive agents and the incorporation of novel agents based on the pediatric experience hopefully will improve outcomes in adults with M‐HLH. Cancer 2017;123:3229‐40. © 2017 American Cancer Society.
Revised classification of histiocytoses and neoplasms of the macrophage-dendritic cell lineages
Emile, Jean‐François , Abla, Oussama , Fraitag, Sylvie , Horne, AnnaCarin , Haroche, Julien , Requena‐Caballero, Luis, Jordan, Michael B. , Allen, Carl E. , Charlotte, Frédéric , Egeler, R. Maarten , Herrera, Juana Gil, Henter, Jan‐Inge , Jankú, Filip , Mérad, Miriam , Rollins, Barret J., Tazi, Abdellatif , Vassallo, Robert , Weiss, Lawrence M. , Astigarraga, Itziar , Donadieu, Jean , Abdel‐Wahab, Omar , Diamond, Eli L. , Fischer, Alain , Picarsic, Jennifer , Rodríguez‐Galindo, Carlos , Vassallo, Robert , Emile, Jean-François , Allen, Carl E

Blood | March 10, 2016 | Volume: 127 | Issue: 22 | Pages: 2672-2681

10.1182/blood-2016-01-690636 Get It

Abstract The histiocytoses are rare disorders characterized by the accumulation of macrophage, dendritic cell, or monocyte-derived cells in various tissues and organs of children and adults. More than 100 different subtypes have been described, with a wide range of clinical manifestations, presentations, and histologies. Since the first classification in 1987, a number of new findings regarding the cellular origins, molecular pathology, and clinical features of histiocytic disorders have been identified. We propose herein a revision of the classification of histiocytoses based on histology, phenotype, molecular alterations, and clinical and imaging characteristics. This revised classification system consists of 5 groups of diseases: (1) Langerhans-related, (2) cutaneous and mucocutaneous, and (3) malignant histiocytoses as well as (4) Rosai-Dorfman disease and (5) hemophagocytic lymphohistiocytosis and macrophage activation syndrome. Herein, we provide guidelines and recommendations for diagnoses of these disorders.
Patients with LRBA deficiency show CTLA4 loss and immune dysregulation responsive to abatacept therapy
Lo, Bernice , Zhang, Kejian , Lü, Wei , Zheng, Lixin , Zhang, Qian , Kanellopoulou, Chrysi, Zhang, Yu , Liu, Zhiduo , Fritz, Jill M. , Marsh, Rebecca , Husami, Ammar , Kissell, Diane, Nortman, Shannon, Chaturvedi, Vijaya, Haines, Hilary , Young, Lisa R. , Mo, Jun , Filipovich, Alexandra H., Bleesing, Jack , Mustillo, Peter , Stephens, Michael C., Rueda, Cesar M., Chougnet, Claire , McElwee, Joshua , Hughes, Jason D. , Karakoç-Aydıner, Elif , Matthews, Helen, Price, Susan , Su, Helen C. , Rao, V. Koneti , Lenardo, Michael J. , Jordan, Michael B. , Stephens, Michael, Liu, Zhiduo, Hoebe, Kasper H. N. , Su, Helen C

Science | July 23, 2015 | Volume: 349 | Issue: 6246 | Pages: 436-440

10.1126/science.aaa1663 Get It

Trafficking from bedside to bench Typically in translational research, a discovery in cell or molecular biology is later exploited to improve patient care. Occasionally, information flows in the opposite direction. Lo et al. found that patients with an autoimmune disorder caused by deficiency of a protein called LRBA responded dramatically to the drug abatacept (see the Perspective by Sansom). Abatacept contains a segment of a potent inhibitory immune receptor, CTLA4. Experiments prompted by this observation revealed the relationship between the two proteins: LRBA controls the intracellular trafficking and degradation of CTLA4. This information may further improve patient care, because other clinically approved drugs have the desired mechanism of action with potentially fewer side effects. Science , this issue p. 436 ; see also p. 377