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Valle, Diane M. Del

https://orcid.org/0000-0001-6983-5362

Mayo Clinic

Icahn School of Medicine at Mount Sinai

Citations 6

Tumor-Immune Signatures of Treatment Resistance to Brentuximab Vedotin with Ipilimumab and/or Nivolumab in Hodgkin Lymphoma
Gonzalez‐Kozlova, Edgar , Huang, Hsin-Hui , Jagede, Opeyemi A. , Tuballes, Kevin , Valle, Diane M. Del , Kelly, Geoffrey , Patel, Manishkumar , Xie, Hui , Harris, Jocelyn , Argueta, Kimberly , Nie, Kai , Barcessat, Vanessa , Moravec, Radim , Ansell, Stephen M. , Yu, Joyce , Cerami, Ethan , Lindsay, James , Wistuba, Ignacio I. , Gnjatic, Sacha , Jegede, Opeyemi A. , Del Valle, Diane M , Altreuter, Jennifer , Duose, Dzifa Y , Kahl, Brad S , Ansell, Stephen M , Yu, Joyce , Cerami, Ethan , Lindsay, James R , Wistuba, Ignacio I , Kim-Schulze, Seunghee , Diefenbach, Catherine S , Gnjatic, Sacha , Kahl, Brad S. , Diefenbach, Catherine

Cancer Research Communications | June 27, 2024 | Volume: 4 | Issue: 7 | Pages: 1726-1737

10.1158/2767-9764.crc-24-0252 Get It

Abstract To investigate the cellular and molecular mechanisms associated with targeting CD30-expressing Hodgkin lymphoma (HL) and immune checkpoint modulation induced by combination therapies of CTLA4 and PD1, we leveraged Phase 1/2 multicenter open-label trial NCT01896999 that enrolled patients with refractory or relapsed HL (R/R HL). Using peripheral blood, we assessed soluble proteins, cell composition, T-cell clonality, and tumor antigen-specific antibodies in 54 patients enrolled in the phase 1 component of the trial. NCT01896999 reported high (>75%) overall objective response rates with brentuximab vedotin (BV) in combination with ipilimumab (I) and/or nivolumab (N) in patients with R/R HL. We observed a durable increase in soluble PD1 and plasmacytoid dendritic cells as well as decreases in plasma CCL17, ANGPT2, MMP12, IL13, and CXCL13 in N-containing regimens (BV + N and BV + I + N) compared with BV + I (P < 0.05). Nonresponders and patients with short progression-free survival showed elevated CXCL9, CXCL13, CD5, CCL17, adenosine–deaminase, and MUC16 at baseline or after one treatment cycle and a higher prevalence of NY-ESO-1-specific autoantibodies (P < 0.05). The results suggest a circulating tumor-immune-derived signature of BV ± I ± N treatment resistance that may be useful for patient stratification in combination checkpoint therapy. Significance: Identification of multi-omic immune markers from peripheral blood may help elucidate resistance mechanisms to checkpoint inhibitor and antibody–drug conjugate combinations with potential implications for treatment decisions in relapsed HL.
Overall survival after treatment with CAN-2409 plus valacyclovir in combination with continued ICI in patients with stage III/IV NSCLC with an inadequate response to ICI.
Alesi, Erin R. , Maldonado, Fabien , Mehra, Ranee , Reisenauer, Janani , Swartz, Leigh Klaus , Eapen, George A. , Pichavant, Mina, Nichols, William Garrett, Tak, Paul P., Aggarwal, Charu , Sterman, Daniel H. , Bestvina, Christine M. , Puri, Sonam , Ibrahim, Omar, Duault, Caroline , Valle, Diane M. Del , Gonzalez‐Kozlova, Edgar , Gnjatic, Sacha , Maecker, Holden Terry , Barone, Francesca

Journal of Clinical Oncology | June 26, 2024 | Volume: 42 | Issue: 16_suppl | Pages: 8634-8634

10.1200/jco.2024.42.16_suppl.8634 Get It

8634 Background: Patients with unresectable non-small cell lung cancer (NSCLC) with an inadequate response to immune checkpoint inhibitors (ICI) have limited therapeutic options and expected median overall survival (mOS) of 11.6 to 14.5m (PMID: 35658002 ). The immunosuppressive tumor microenvironment and the lack of a specific T cell response underpin inadequate clinical response. CAN-2409 is a replication-defective adenovirus encoding the HSV-tk gene. Transduced cells activate orally delivered valacyclovir, resulting in immunogenic cell death, and in situ immunization against the patient’s tumor antigens, eliciting a specific immune response against the injected tumor and uninjected metastases. Methods: NCT04495153 is an open-label, phase 2 clinical trial of CAN-2409 + valacyclovir in combination with continued ICI in patients with non-resectable, stage III/IV NSCLC, refractory or resistant to anti-PD-(L)1. Patients were enrolled in 2 cohorts (C) depending on disease status at enrolment: C1, stable disease or C2, progressive disease. Two doses of CAN-2409 (5x1011vp) were given 5-7w apart via bronchoscopic or percutaneous injection into lung tumor, disease-positive lymph node, or peripheral metastasis, each followed by oral prodrug. Patients were assessed for safety, immunologic biomarkers, and OS. Results: As of 16Jan2024, 73 patients were treated (safety population: ≥1 dose of CAN-2409) and 44 were evaluable per protocol (received 2 doses of CAN-2409+ valacyclovir and 12-week CT scan). Baseline treated pt median age was 67 [43-88] yrs, 44% female, 68% on aPD(L)1 alone and 32% aPD(L)1 + pemetrexed regimen. We observed no dose-limiting toxicities or ≥grade 4 treatment-related AEs. mOS of the evaluable population was estimated as 22.0m (95% CI: 14.3m, NA; median follow up (mFU) time of 18.2m). In C2 (n = 38) mOS was 20.6 (mFU 19.2.m) and in C1 (n = 6) was N.A. (mFU 15.2m). mOS in the safety population (n = 73) was 14.3.m (mFU16.8m). 64% of evaluable patients had systemic clinical response with shrinkage of both injected and uninjected lesions. We found a significant correlation between increases in T cell populations after the second injection of CAN-2409 (circulating memory and effector memory CD4+ and CD8+T cells, CD4+ Ki67+IFNg+ and CD4+granzymeB+ T cells, CD8+granzymeB+Ki67+ T cells, T regulatory cells) and subsequent OS (R2 between 0.181 and 0.354 and p = 0.043 and 0.004). Conclusions: Experimental treatment with CAN-2409+valacyclovir in NSCLC pts following an inadequate response to ICI is well tolerated and results in the induction of a cytotoxic and memory circulating T cell response associated with shrinkage of injected and uninjected lesions and a raised tail of the survival curve. mOS of the evaluable population was estimated as 22.0m, markedly longer than the expected mOS of 11.6-14.5m. Clinical trial information: NCT04495153 .
Immune Landscape Associated with Response to Brentuximab Vedotin with Ipilimumab and/or Nivolumab in Relapsed/Refractory Hodgkin Lymphoma (E4412 Phase 1)
Barcessat, Vanessa , Kelly, Geoffrey , Harris, Jocelyn , Argueta, Kimberly , Nie, Kai , Moravec, Radim , Ansell, Stephen M. , Cerami, Ethan , Lindsay, James , Wistuba, Ignacio I. , Gnjatic, Sacha , Gnjatic, Sacha , Diefenbach, Catherine , Gonzalez‐Kozlova, Edgar , Valle, Diane M. Del , Huang, Hsin-Hui , Jegede, Opeyemi A. , Tuballes, Kevin , Patel, Manishkumar , Xie, Hui , Nie, Kai, Altreuter, Jennifer , Duose, Dzifa Y , Kahl, Brad S. , Yu, Joyce E. , Kim-Schulze, Seunghee

Blood | December 1, 2023 | Volume: 142 | Issue: Supplement 1 | Pages: 4382-4382

10.1182/blood-2023-174903 Get It

Background: We previously reported that treatment with the anti-CD30 antibody-drug conjugate brentuximab vedotin (BV) in combination with the checkpoint inhibitors targeting CTLA-4 and/or PD-1 (ipilimumab (I) and nivolumab (N)) led to high overall response rates (ORR) and complete response (CR) rates in relapsed/refractory (R/R) Hodgkin's lymphoma patients in a Phase 1 ECOG-ACRIN sponsored clinical trial. As previously presented in the Phase 1 component of NCT01896999 (E4412), the ORR for the treatment arms were: BV+I 76%, BV+N 89%, and BV+I+N 82%, with CR rates of 57%, 61%, and 73% across the groups, respectively. This suggested that not all patients who responded derived equal benefit. Moreover, with a median follow-up of 2.24 years, the PFS of 1.1 year, NR, and 2.49 years across the groups suggest that even some patients who achieved CR progressed on or subsequent to treatment. Currently biomarkers have no ability to predict which patients will maximally benefit from these therapies. We investigated blood-based immune biomarkers mechanistically across all cohorts which may explain differential responses and guide future treatment decisions for R/R HL patients. Methods: Peripheral blood plasma for 54 of 61 (89%) patients evaluable for response was collected at up to 4 time points and tested for 92 immuno-oncology soluble analytes with Olink proximity extension assay and for antibody titers to 20 known tumor antigens by ELISA. Matching peripheral blood mononuclear cells (PBMC) were analyzed by CyTOF mass cytometry for major immune cell subsets and marker surface expression, and for T cell receptor diversity by Immunoseq®. Mixed effect linear models were used to identify significantly associated changes (P<0.05) related to treatment longitudinally within groups and to ORR between groups. Results: Analysis of plasma demonstrated durable increase in soluble plasma PD-1 and decreases in CCL17, ANGPT2, MMP12, IL13, and CXCL13 in N-containing regimens, and higher GZMA and CAIX in BV+I (P<0.05). Despite baseline heterogeneity in PBMC composition, we found durable increases in plasmacytoid dendritic cells (pDC) after N-containing treatments, and transient increases in plasmablasts and memory B cells, as well as early decreases in naïve CD4+ T cells and neutrophils across treatments. Treatment with BV+I+N demonstrated late increases in neutrophils, and changes in memory B cell markers. Clinical benefit analyses revealed that elevated soluble CD5, ADA, CXCL13, and CCL17 at baseline or after two treatment cycles were associated with worse ORR (P<0.05), and that a module of co-regulated soluble analytes at baseline, including MUC16, was associated with worse progression free survival (PFS) (P<0.05). NY-ESO-1 autoantibodies were more frequent in non-responders, and the top 10% of expanded TCR clonotypes were increased in responders after one treatment cycle (P<0.05). Conclusion: This data reveals differential immune activation based on treatment modality for patients with R/R HL receiving checkpoint-based regimens in combination with an ADC. Our data highlights potential tumor- and immune-derived predictive and pharmacodynamic biomarker candidates of response and resistance. These novel findings have relevance for R/R HL patients receiving immunotherapy and other immunotherapy combinations such as immuno-chemotherapy platforms. Prospective evaluation of these biomarkers in the Phase II component of this study, a randomized comparison of BV+N vs. BV+N+I which has completed adult accrual, is planned. Figure Legend Clinical responders and non-responder patient samples were analyzed using ELISA (auto antibodies), CyTOF (Cell populations), TCRseq (T cell clonality) and Olink (proteomics). The results showed that pDCs, Neutrophils and B-Plasmablasts increased with specific drug combinations independently of clinical response. While T Cell expansion was associated with clinical response, the increase of auto antibodies against NY-ESO-1 and circulating proteins CD5, ADA, MUC16, CXCL13, CXCL9 and CCL17 were associated with worse prognosis
DOP16 Anti-integrin αvβ6 autoantibodies predate Ulcerative Colitis diagnosis by up to 10 years and are associated with adverse disease-related outcomes
Fischer, J , Lee, S H , Rui, Sew Xin, Jougon, Julia, Riddle, Mark S. , Laird, Renée M. , Torres, J , Magee, Jared , Sheppard, D., Sands, B E, Porter, Chad K., Croitoru, Kenneth , Petralia, Francesca , Colombel, J F, Mehandru, Saurabh , Livanos, Alexandra E. , Dunn, A, Ungaro, Ryan C. , Turpin, Williams , Valle, Diane M. Del , Martínez-Delgado, Gustavo , Murray, Joseph A. , Agrawal, Manasi , Dervieux, Thierry , Gnjatic, Sacha , Porter, Chad K.

Journal of Crohn's and Colitis | January 30, 2023 | Volume: 17 | Issue: Supplement_1 | Pages: i79-i80

10.1093/ecco-jcc/jjac190.0056 Get It

Abstract Background Biomarkers for predicting the development of Ulcerative Colitis (UC) and disease-related complications are lacking. Anti-integrin αvβ6 IgG autoantibodies (anti-αvβ6) have been recently described in patients diagnosed with UC. Here, we sought to determine if anti-αvβ6 autoantibodies predate UC development and to study associations between anti-αvβ6 and disease outcomes in newly diagnosed UC patients. Methods In a unique pre-clinical IBD cohort from the PRoteomic Evaluation and Discovery in an IBD Cohort of Tri-service Subjects (PREDICTS), anti-αvβ6 were measured in longitudinal pre-diagnosis serum samples from 82 subjects who later developed UC as well as in 82 matched subjects that did not develop IBD (HC). Sample A was at the time of UC diagnosis, Sample B was at a median of 2 years before Sample A, Sample C was at a median of 4 years before Sample A and Sample D was at a median of 10 years before Sample A. In a distinct, external validation cohort (the Crohn’s and Colitis Canada Genetics Environment Microbial (GEM) Project), we tested samples from 12 subjects who later developed UC and compared those with 49 matched subjects who remained asymptomatic. Further, anti-αvβ6 were measured in 2 incident IBD cohorts (COMPASS, n=55 and OSCCAR, n=104 UC subjects) and associations between anti-αvβ6 and adverse UC-outcomes were defined using Cox proportional-hazards model. Results Anti-αvβ6 were significantly higher in the PREDICTS cohort among individuals who developed UC compared to HC up to 10 years prior to diagnosis (Figure 1A). The anti-αvβ6 seropositivity was 12.2% 10 years before diagnosis and increased to 52.4% at the time of diagnosis in subjects who developed UC compared with 2.7% in controls across the 4 timepoints. Additionally, the predictive performance of anti-αvβ6 autoantibodies as assessed via area under the receiver operator curves (AUROC) with 10-fold cross validation was at least 0.8 up to 10 years before diagnosis (Figure 1B). Elevated levels of anti-αvβ6 in pre-clinical UC samples were further validated in the GEM cohort (Figure 1C). Finally, high anti-αvβ6 were associated with a composite of adverse UC-outcomes including hospitalization, disease extension, colectomy, systemic steroid use and/or escalation to biologic therapy in both incident cohorts (Figure 1D). Conclusion Anti-integrin αvβ6 autoantibodies precede the clinical diagnosis of UC by up to 10 years and are associated with adverse UC-related outcomes.
A5 GM-CSF AUTOANTIBODIES: PREDICTORS OF CROHN’S DISEASE DEVELOPMENT AND A NOVEL THERAPEUTIC APPROACH
Tai, Siu Ling , Remark, Romain, Laface, Ilaria, Rahman, A , Laird, Renée M. , Porter, Chad, Riddle, Mark S. , Sato, T. , Plevy, Scott E., Mérad, Miriam , Colombel, J F, Valle, Diane M. Del , Torres, Joana , Murray, Joseph A. , Choung, Rok Seon , Gnjatic, Sacha , Mortha, Arthur

Journal of the Canadian Association of Gastroenterology | March 9, 2021 | Volume: 4 | Issue: Supplement_1 | Pages: 5-6

10.1093/jcag/gwab002.004 Get It

Abstract Background Crohn’s disease (CD) is a heterogenous, chronic inflammatory disorder driven by a combination of genetic, environmental, and microbiota-dependent risk factors. Mononuclear phagocytes (MNP) are crucial cells that maintain intestinal homeostasis. An important cytokine for MNP survival and function is granulocyte-macrophage colony stimulating factor (GM-CSF). Interestingly, several studies reported CD-associated genetic risk variants within the GM-CSF receptor and its downstream signaling components. Furthermore, high titers of autoantibodies specific to GM-CSF can be detected in CD patients. Taken together, this data suggests an important role for GM-CSF in abrogation of CD development in a subgroup of patients. Aims This study sought to investigate the function of GM-CSF autoantibodies in CD. Methods We retrospectively quantified and characterized GM-CSF autoantibodies in sera of 220 CD, 200 ulcerative colitis (UC) patients, and 220 healthy controls (HC) sampled at 3 time points prior to disease diagnosis and one time point after diagnosis. ELISA was used to determine GM-CSF autoantibody titers and isotypes followed by in vitro multiplexed mass cytometry (CyTOF) neutralization assays on peripheral blood mononuclear cells. Flow cytometry and CyTOF were used to map the profile of immune cells isolated from inflamed and non-inflamed CD mucosa. Results Our data demonstrates that GM-CSF autoantibodies are specific to CD, significantly elevated up to 7 years prior to diagnosis of disease, and correlate with disease location, severity, and complications at the time of diagnosis. Moreover, in contrast to GM-CSF autoantibodies in pulmonary alveolar proteinosis patients, CD-associated autoantibodies neutralize GM-CSF via specific recognition of post-translational modifications (PTM), affecting MNP function. Removal of PTM enabled GM-CSF to escape autoantibody binding and restored MNP response to GM-CSF in the presence of neutralizing antibodies, indicating a potential therapeutic avenue. Furthermore, we identified group 3 innate lymphoid cells (ILC3) as a major source of GM-CSF in the healthy intestinal tract, suggesting intriguing crosstalk of MNP and ILC3 across the GM-CSF-GM-CSFR axis. Conclusions Our results identify GM-CSF autoantibodies as predictive serological biomarker for CD in a subgroup of patients presenting with severe and complicated form of disease at the time of diagnosis. The presence of GM-CSF autoantibodies precedes the onset of CD by several years and likely abrogates homeostatic immune cell crosstalk involving ILC3 and MNP, suggesting the development of a pre-diseased state in CD patients. Funding Agencies CIHRDr. Edward Ketchum Graduate Scholarship
Transcriptome and epigenome landscape of human cortical development modeled in organoids
Amiri, Anahita , Coppola, Gianfilippo , Scuderi, Soraya , Wu, Feinan , Roychowdhury, Tanmoy , Liu, Fuchen , Pochareddy, Sirisha , Shin, Yurae , Safi, Alexias , Song, Lingyun , Sousa, André M. M. , Crawford, Gregory E. , Šestan, Nenad , Abyzov, Alexej , Vaccarino, Flora M. , An, Joon‐Yong , Armoskus, Christoper, Beach, Thomas G., Belmont, Judson, Bendl, Jaroslav , Borrman, Tyler , Brown, Leanne, Brown, Miguel , Brown, Mimi, Brunetti, Tonya M. , Burke, Emily E., Chae, Yooree, Charney, Alexander W. , Cherskov, Adriana , Choi, Jinmyung , Clarke, Declan , Valle, Diane M. Del , Devillers, Olivia, Dracheva, Stella , Emani, Prashant S. , Evgrafov, Oleg V. , Fitzgerald, Dominic , Flatow, Elie, Francoeur, Nancy , Fullard, John F. , Gao, Tianliuyun , Geschwind, Daniel H. , Giase, Gina , Goodman, Thomas, Grennan, Kay, Gu, Mengting , Hadjimichael, Evi , Hahn, Chang-Gyu, Haroutunian, Vahram , Huey, Jack , Ivanov, Nikolay A. , Jacobov, Rivka, Jiang, Yan , Jiang, Yi , Kassim, Bibi, Kefi, Amira , Kleiman, Joel E., Knowles, James A. , Kozlenkov, Alexey , Li, Zhen , Lipska, Barbara K., Mangravite, Lara M. , Mariani, Jessica , Mattei, Eugenio , Miller, Daniel J. , Moore, J. Russell, Peters, Mette A. , Pinto, Dalila , Polioudakis, Damon, Ray, Mohana, Reddy, Timothy E. , Rhie, Suhn K. , Santpere, Gabriel , Sheppard, Brooke , Shi, Xu , Shieh, Annie W. , Shin, Joo Heon , Spitsyna, Valeria N. , Szatkiewicz, Jin , Szekely, Anna , Wang, Yongjun , Weissman, Sherman M., Weng, Zhiping , White, Kevin P. , Willsey, Jeremy A., Witt, Heather , Won, Hyejung , Xia, Yan , Xu, Min , Yang, Mo , Zandi, Peter P. , Zhang, Jing , Zharovsky, Elizabeth , Sousa, André M M , Gerstein, Mark , Crawford, Gregory E , Sestan, Nenad , Abyzov, Alexej , Vaccarino, Flora M , Del Valle, Diane M , Zhu, Ying , Gerstein, Mark , Akbarian, Schahram , Ashley‐Koch, Allison E. , Bryois, Julien , Camarena, Adrian , Carlyle, Becky Catherine , Chen, Chao , Cheng, Lijun , Collado‐Torres, Leonardo , Dai, Rujia , Torre-Ubieta, Luis de la , Farnham, Peggy , Gandal, Michael J. , Garrett, Melanie E , Girdhar, Kiran Kumar , Giusti‐Rodríguez, Paola , Goes, Fernando , Goodman, Thomas, Gürsoy, Gamze , Hauberg, Mads E. , Hoffman, Gabriel E. , Hyde, Thomas M , Jaffe, Andrew E. , Johnson, Graham D. , Kim, Yunjung , Kitchen, Robert , Li, Mingfeng , Liu, Chunyu , Liu, Shuang , Moore, Jill, Nairn, Angus C. , Navarro, Fábio C. P. , Park, Royce , Pratt, Henry , Price, Amanda J. , Purcaro, Michael J. , Roussos, Panos , Sanders, Stephan , Schreiner, Shannon , Škarica, Mario , State, Matthew W. , Sullivan, Patrick F. , Swarup, Vivek , Tao, Ran , Bakel, Harm van , Wang, Daifeng , Warrell, Jonathan , Webster, Maree J. , Werling, Donna M. , Wiseman, Jennifer R. , Wray, Gregory A. , Yang, Yucheng

Science | December 13, 2018 | Volume: 362 | Issue: 6420 | Pages: No page available

10.1126/science.aat6720 Get It

INTRODUCTION The human cerebral cortex has undergone an extraordinary increase in size and complexity during mammalian evolution. Cortical cell lineages are specified in the embryo, and genetic and epidemiological evidence implicates early cortical development in the etiology of neuropsychiatric disorders such as autism spectrum disorder (ASD), intellectual disabilities, and schizophrenia. Most of the disease-implicated genomic variants are located outside of genes, and the interpretation of noncoding mutations is lagging behind owing to limited annotation of functional elements in the noncoding genome. RATIONALE We set out to discover gene-regulatory elements and chart their dynamic activity during prenatal human cortical development, focusing on enhancers, which carry most of the weight upon regulation of gene expression. We longitudinally modeled human brain development using human induced pluripotent stem cell (hiPSC)–derived cortical organoids and compared organoids to isogenic fetal brain tissue. RESULTS Fetal fibroblast–derived hiPSC lines were used to generate cortically patterned organoids and to compare oganoids’ epigenome and transcriptome to that of isogenic fetal brains and external datasets. Organoids model cortical development between 5 and 16 postconception weeks, thus enabling us to study transitions from cortical stem cells to progenitors to early neurons. The greatest changes occur at the transition from stem cells to progenitors. The regulatory landscape encompasses a total set of 96,375 enhancers linked to target genes, with 49,640 enhancers being active in organoids but not in mid-fetal brain, suggesting major roles in cortical neuron specification. Enhancers that gained activity in the human lineage are active in the earliest stages of organoid development, when they target genes that regulate the growth of radial glial cells. Parallel weighted gene coexpression network analysis (WGCNA) of transcriptome and enhancer activities defined a number of modules of coexpressed genes and coactive enhancers, following just six and four global temporal patterns that we refer to as supermodules, likely reflecting fundamental programs in embryonic and fetal brain. Correlations between gene expression and enhancer activity allowed stratifying enhancers into two categories: activating regulators (A-regs) and repressive regulators (R-regs). Several enhancer modules converged with gene modules, suggesting that coexpressed genes are regulated by enhancers with correlated patterns of activity. Furthermore, enhancers active in organoids and fetal brains were enriched for ASD de novo variants that disrupt binding sites of homeodomain, Hes1, NR4A2, Sox3, and NFIX transcription factors. CONCLUSION We validated hiPSC-derived cortical organoids as a suitable model system for studying gene regulation in human embryonic brain development, evolution, and disease. Our results suggest that organoids may reveal how noncoding mutations contribute to ASD etiology. Summary of the study, analyses, and main results. Data were generated for iPSC-derived human telencephalic organoids and isogenic fetal cortex. Organoids modeled embryonic and early fetal cortex and show a larger repertoire of enhancers. Enhancers could be divided into activators and repressors of gene expression. We derived networks of modules and supermodules with correlated gene and enhancer activities, some of which were implicated in autism spectrum disorders (ASD).