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587 citation(s) found for "Xu, Ding".

Anti‐amyloid nanobody‐Fc fusion protein drives potent amyloid clearance through microglial recruitment
Ding, Zonghui , Gibson, Katelin A. , Nascari, David , Tallant, Lauren E., Dickson, Dennis W., Fryer, John D., Nascari, David G , Tallant, Lauren , Bouchal, Samantha M. , Dickson, Dennis W. , Fryer, John Denis

Alzheimer's & Dementia: Translational Research & Clinical Interventions | July 13, 2026 | Volume: 12 | Issue: 3 | Pages: No page available

10.1002/trc2.70269 | PMID 42444752 Get It

Abstract INTRODUCTION Anti‐amyloid beta (Aβ) monoclonal antibodies are effective at lowering amyloid in Alzheimer's disease (AD). However, whether Fc‐mediated effector function is absolutely required for efficacy is not completely understood. This is important for optimizing therapeutic efficacy and mitigating side effects such as amyloid‐related imaging abnormalities (ARIA). Antibodies lacking Fc effector function, like single‐domain antibodies (nanobodies), offer a unique tool to dissect these mechanisms, as their small size facilitates blood–brain barrier (BBB) penetration and allows Fc‐mediated functions to be studied independently. METHODS We immunized a llama with Aβ aggregates and constructed a phage display library to screen for aggregate‐specific nanobodies. Lead candidates were characterized by epitope mapping and binding affinity to amyloid plaques in both murine and human AD brain tissues. We further assessed their BBB permeability and evaluated their efficacy in clearing pre‐existing plaques in amyloid precursor protein (APP)/presenilin 1 (PS1) mice. RESULTS We identified two lead nanobodies, 3A11 and 2D10, that bind distinct epitopes and specifically bind Aβ plaques in murine and human AD brain tissues. Following systemic administration, the monovalent, unmodified (Fc‐less) 2D10 nanobody, but not 3A11, successfully crossed the BBB and engaged amyloid plaques in APP/PS1 mice. However, despite robust target engagement, the Fc‐less 2D10 failed to recruit microglia or reduce plaque burden. In contrast, an engineered 2D10‐Fc fusion antibody potently cleared amyloid plaques, achieving a reduction in pathology comparable to aducanumab treatment. This efficacy was directly correlated with Fc‐mediated microglial recruitment and activation, demonstrating that the Fc domain is essential for phagocytic plaque removal. DISCUSSION Our findings demonstrate that Fc effector function is indispensable for microglial‐mediated amyloid clearance in vivo. By clarifying this fundamental mechanism, this study provides a framework for the rational design of next‐generation immunotherapies. Furthermore, 2D10‐Fc represents a promising therapeutic candidate, combining the high‐affinity targeting of nanobodies with the effector power necessary for robust plaque clearance.
Making the operating room (OR) work: sociomaterial study of ergonomics in the OR
Mah, Alexis, Kalocsai, Csilla , Karim, Allia , Larouche, Jeremie, Hallbeck, M Susan, Cohen, Tara, Ding, Anna, Armah, Jessica, Hallet, Julie , Helman, James D., d’Empaire, Pablo Pérez , Idestrup, Chris, Dandal, Marie-Antonette, Ryzynski, Agnes, DeSousa, Susan , Sriram, Sapna, Dales, Shannon, Cohen, Tara , Hallet, Julie , Mah, Alexis , Alam, Fahad , Hallbeck, M Susar, Ryzynski, Agnes A.

British Journal of Surgery | July 6, 2026 | Volume: 113 | Issue: 7 | Pages: No page available

10.1093/bjs/znag083 | PMID 42405509 Get It

Abstract Background Poor operating room (OR) ergonomics poses risk of injury to OR staff, worsening patient outcomes and threatening workforce wellness and sustainability. How OR staff navigate ergonomic barriers in the interdisciplinary team environment was examined in this qualitative study. Methods Semi-structured, open-ended interviews of surgeons, anaesthesiologists, and OR nurses were conducted at a single institution using a sociomaterial approach with interview-to-the-double. Transcripts were coded by two independent researchers. Themes in the data were outlined using the System Engineering Initiative for Patient Safety (SEIPS) 2.0 framework. Results Five major themes were identified. First, physical environment issues creating cognitive and physical frictions, such as tripping hazards and poor room layouts. Second, influence of social positionality, with hierarchy by role and experience and social dynamics leading to a differential capacity to adjust. Third, team collaboration, with lack of interdisciplinary work and communication and high staff turnover. Fourth, burden of self-initiated workarounds, outlining conflicts between system/organizational issues and individual solutions. Fifth, institutional support, with lack of leadership engagement. Participants suggested solutions including accommodations to foster a collaborative approach to managing discomfort in the OR and new team communication tools. Conclusion Ergonomic barriers were described within the work system of the SEIPS 2.0 framework. Social positionality and differential levels of agency, as well as lack of team collaboration and misperceptions of others’ roles, were central to ergonomic challenges. Conflicts between problems lying with the system/organization and solutions being left to individuals were also central to challenges to optimal OR ergonomics.
Protocol for standardized minimally invasive mouse models of bisphosphonate-related and radiation-induced jaw osteonecrosis
Ding, Zhangfan , Risbud, Makarand V. , Chen, Junyu , Kusumbe, Anjali P , Chen, Junyu , 张家源 , Liu, Hanyu , Chandra, Abhishek

No container title available | July 3, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.64898/2026.06.28.735116 | PMID 42427547 Get It

SUMMARY This protocol describes a standardized and reproducible minimally invasive approach for establishing mouse models of bisphosphonate-related osteonecrosis of the jaw (BRONJ) and osteoradionecrosis of the jaw (ORNJ). The method combines a unified low-trauma oral surgical procedure with disease-specific injury induction strategies to generate robust and clinically relevant models of jaw osteonecrosis. For BRONJ, systemic zoledronic acid administration is coupled with mandibular first molar extraction using tape-assisted mouth opening and customized bent micro-forceps, minimizing soft tissue damage and reducing procedural variability. For ORNJ, a customized lead-shielding platform enables precise, noninvasive mandible-targeted irradiation, producing reproducible bone injury while limiting off-target radiation exposure. Together, these complementary models provide a consistent and minimally invasive framework for investigating jaw osteonecrosis arising from distinct etiologies. The protocol supports comprehensive downstream analyses, including micro-computed tomography, histology, and immunofluorescence, and facilitates mechanistic studies of disease pathogenesis, bone regeneration, and therapeutic intervention.
An Annual Review of Important Apheresis Articles in 2025 From the American Society for Apheresis Attending Physician Subcommittee
Zantek, Nicole D. , Lu, Wen , AlMozain, Nour , Lu, Wen , Almozain, Nour , Alsammak, Mohamed , Gupta, Gaurav K , Levenbrown, Yosef , Li, Yanhua , Tripathi, Parmatma Prasad , Tanhehco, Yvette C , Zantek, Nicole D , Dilly, Laura, Martin, Marisa C. Saint, Alsammak, Mohamed , Banez‐Sese, Grace, Chhibber, Vishesh, Costa, Victoria, DeChristopher, Phillip J., Durlen, Ivan , Gupta, Gaurav K. , Li, Yanhua , Mattiazzi, Adela D. , Noland, Daniel K., Prajapati, Vipulkumar, Singh, Nirupama, Siwach, Garima, Wu, Ding Wen , Wehrli, Gay , Tanhehco, Yvette C.

Journal of Clinical Apheresis | June 13, 2026 | Volume: 41 | Issue: 3 | Pages: No page available

10.1002/jca.70142 | PMID 42287024 Get It

ABSTRACT Apheresis medicine is a continually evolving field with numerous studies published each year. To help apheresis practitioners stay up to date with the current literature, members of the American Society for Apheresis (ASFA) Attending Physician Subcommittee identified and summarized 10 seminal articles published in 2025, from the field of apheresis medicine. PubMed was used to identify articles published in four topics including donor apheresis, therapeutic apheresis, apheresis education, and apheresis collection for cellular therapy. These articles met at least one of the following criteria: novel findings, practice‐altering outcomes, international in scope, randomized‐controlled trial, relevant to current clinical practice, and/or provide evidence for category III or IV indications based on the ASFA 9th Special Issue of the Guidelines on the Use of Therapeutic Apheresis in Clinical Practice‐Evidence‐Based Approach. Full length, peer‐reviewed manuscripts in English with data from human subjects were included while case reports, review articles, and meta‐analyses were excluded.
Real World Analysis of Machine Perfusion in Liver Transplantation – An International Cohort Study
Pfister, M, Eden, J, Rasel, H, Abbassi, F, Botea, F, Buchholz, B, Camagni, S, Chapman, W, Cillo, U, Cimeno, A, Compagnon, P, Croome, K, Carlis, R de, Diogo, D, Dondossola, D, Fung, J, Fronek, J, Garcia, C, Györi, G, Koliogiannis, D, Lam, H D, Lurje, G, Magistri, P, Monbaliu, D, Patel, M, Patrono, D, Porte, R, Ravaioli, M, Rayar, M, Satish, S, Schlegel, A, Shapiro, J, Sörensen, G, Vaccharajani, N, Vagefi, P, Pinna, A, Dutkowski, P, Meijer, V de, Clavien, P A, Pfister, Matthias , Eden, Janina , Rasel, Hannah, Abbassi, Fariba , Botea, Florin , Buchholz, Bettina M. , Camagni, Stefania , Cimeno, Arielle , Compagnon, Philippe , Croome, Kristopher P. , Carlis, Riccardo De , Diogo, D. , Dondossola, Daniele Eliseo , Froněk, Jiří , Györi, Georg, Koliogiannis, Dionysios , Lam, Hwai‐Ding , Lurje, Georg , Magistri, Paolo , Monbaliu, Diethard , Patel, Madhukar S. , Patrono, Damiano , Ravaioli, Matteo , Rayar, Michel , Schlegel, Andrea , Shapiro, A. M. James , Sörensen, Gustaf, Vaccharajani, N., Vagefi, Parsia A. , Dutkowski, Philipp , Meijer, Vincent Erwin de

British Journal of Surgery | June 3, 2026 | Volume: 113 | Issue: Supplement_5 | Pages: No page available

10.1093/bjs/znag055.059 Get It

Abstract Background Machine perfusion represents the most significant breakthrough in liver transplantation (LT) since the discovery of cyclosporin. Yet, the optimal perfusion strategy remains unsettled. Randomized trials demonstrate that hypothermic oxygenated perfusion (HOPE) improves graft survival and function and reduces ischemic cholangiopathy, whereas normothermic machine perfusion (NMP) decreases post-transplant injury. Real-world comparisons are lacking and challenging due to heterogeneity in donor-recipient risk profiles and regional differences. Aims To compare real-world outcomes of HOPE and NMP in LT. Methods We analyzed consecutive NMP-preserved LTs from seven North American centers between 2021 and 2024. We compared NMP to the European HOPE-REAL cohort, comprising HOPE-treated LTs from 22 centers between 2012 and 2021. Analyses were stratifyied by graft type and risk category and adjusted for donor age, donor risk index, and balance of risk score using entropy balancing. Results A total of 470 NMP and 1202 HOPE-treated grafts were analyzed, revealing major differences in risk profiles (Figure 1). In NMP, death-censored graft survivals at 1, 2, and 3 years were >95% in donation after brain death (DBD) and >94% in donation after circulatory death (DCD) grafts. Comparable outcomes were observed in the HOPE cohort with >93%, in DBD, and >87% in DCD after up to 3 years, despite significantly higher donor age and longer functional warm ischemia in the HOPE DCD cohort (Figure 2). After risk adjustment, death-censored graft survival remained similar between both modalities (Table 1). Non-anastomotic biliary stricture rates after DCD-LT were comparable (8.5% vs. 12.4%), independent of whether continuous or end-ischemic NMP was performed. Conclusion This first transatlantic real-world report demonstrates excellent outcomes with both NMP and HOPE despite higher graft risk in Europe. Machine perfusion is the new standard of care in LT, while further understanding is needed regarding the distinct benefits of each modality across risk profiles.Figure 1.Graft risk in NMP and HOPE stratified by graft type. Benchmark case was defined as primary transplant with MELD <20 and BAR score <9, extended criteria as either BMI >30kg/m2, donor age >65 years, CIT >12h. DCD grafts were categorized as definedFor image description, please refer to the figure legend and surrounding text. Figure 2.Death-censored graft survival in liver transplantation following NMP and HOPE stratified by graft type. Abbreviations: NMP (Normothermic Machine Perfusion), HOPE (Hypothermic Oxygenated Perfusion), DBD (Donation after Brain Death), DCD (Donation after circulatory death)For image description, please refer to the figure legend and surrounding text. Table 1.Risk-adjusted comparison of death-censored graft survival between NMP and HOPE.For image description, please refer to the figure legend and surrounding text.
Haploidentical transplant, gene therapy, and standard care in sickle cell disease: a cost-effectiveness analysis
Chetlapalli, Karthik , Ito, Satoko , Ng, Ding Quan , Singh, Manraj , Wang, Daniel , Krumholz, Harlan M. , Krishnamurti, Lakshmanan , Goshua, George , Wang, Daniel , Sra, Manraj Singh , Goshua, George , Krumholz, Harlan M. , Krishnamurti, Lakshmanan , Pandya, Ankur

Blood | June 2, 2026 | Volume: 148 | Issue: 7 | Pages: 896-909

10.1182/blood.2025032290 | PMID 42227898 Get It

Abstract Nonmyeloablative-related haploidentical allogeneic stem cell transplantation (NMAC-HID allo-HSCT) has emerged as an additional treatment to achieve durable remission in sickle cell disease (SCD), a prevalent blood disorder characterized by painful vaso-occlusive crises and chronic anemia. The standard of care (SOC) for SCD includes hydroxyurea, pain management, and blood transfusion, but patients with SCD still lose several decades of life expectancy. Gene therapy (GT) for SCD is the other treatment for lifelong disease amelioration in SCD, with accessibility limited by cost and manufacturing capacity in the United States and globally. Two recent prospective studies that evaluated NMAC-HID allo-HSCT validated haploidentical allotransplantation as an efficacious and accessible treatment option in the era of GT. Given the ongoing price negotiation across jurisdictions for GT implementation and the absence of cost-effectiveness data comparing NMAC-HID allo-HSCT and GT, we conducted a cost-effectiveness analysis of NMAC-HID allo-HSCT vs GT vs SOC for adults and children living with SCD. The primary outcomes were the incremental cost-effectiveness ratio and the net monetary benefits across these 3 strategies. The secondary outcome was the maximum cost-effective threshold price for GT compared with NMAC-HID allo-HSCT. Treatment with SOC, NMAC-HID allo-HSCT, and GT accrued 14.3, 20.1, and 22.1 quality-adjusted life-years at costs of $1.22 million, $1.15 million, and $2.75 million, respectively. NMAC-HID allo-HSCT was the cost-effective strategy compared with GT in 100% of 10 000 Monte Carlo iterations across the base case and all scenario analyses. The maximum cost-effective thresholds for GT vs SOC were $1.4 million in the United States and $4200 to $22 000 across India, Nigeria, and Tanzania, depending on willingness-to-pay thresholds.
Adjuvant Nivolumab vs Observation in Resected Non–Small Cell Lung Cancer
Sun, Zhuoxin, Rudin, Charles M., Khullar, Onkar V., Simone, Charles B., Oettel, Kurt, Kozono, David, Sunkara, Rajitha, Faller, Bryan, Hugec, Vladimir, Shipstone, Asheesh, McGary, Eric C., Clarke, Jeffrey M., Talsania, Ashita, Ding, Li, Heymach, J, Raez, Luis E., Malik, Shakun , Stinchcombe, T., Mandrekar, Sumithra J. , Bradley, J.D., Vokes, E., Gandara, David, Staley, Charles, Ramalingam, Suresh S., Chaft, Jamie E. , Sun, Zhuoxin, Rudin, Charles M. , Khullar, Onkar V. , Simone, Charles B. , Oettel, Kurt R., Kozono, David , Sunkara, Rajitha, Faller, Bryan A. , Isbell, James M. , Clarke, Jeffrey M., Govindan, Ramaswamy , Sands, Jacob , Heymach, John V. , Raez, Luis , Stinchcombe, Thomas E. , Gerber, David E. , Gandara, David R. , Ramalingam, Suresh S.

JAMA | June 1, 2026 | Volume: 336 | Issue: 6 | Pages: 464

10.1001/jama.2026.8992 | PMID 42224490 Get It

Importance Preoperative and perioperative nivolumab improve event-free survival in resectable non–small cell lung cancer. The role of adjuvant nivolumab after upfront surgery is unknown. Objective To determine whether adjuvant nivolumab improves disease-free survival and overall survival in patients with resected non–small cell lung cancer with any tumor programmed death-ligand 1 (PD-L1) expression and in those with at least 50% PD-L1 expression. Design, Setting, and Participants This open-label, randomized phase 3 study enrolled participants from May 2016 through September 2019, with median follow-up of 72.6 months at the data cutoff in December 2025. The study was conducted at 378 centers in the US National Clinical Trials Network. Patients were identified through a screening trial. Those with resected tumors at least 4 cm and/or who were lymph node positive (N1/N2) were eligible for inclusion after completion of planned standard adjuvant therapy if the tumor was adenocarcinoma without sensitizing sequence variants in EGFR and ALK or squamous cell carcinoma. Intervention Patients were randomized in a 1:1 ratio to receive nivolumab 480 mg intravenously every 4 weeks for up to 1 year or standard care observation. Main Outcomes and Measures Co–primary end points were disease-free survival in the intention-to-treat population and in those with tumoral PD-L1 expression at least 50%. Overall survival was examined if the corresponding test of disease-free survival was statistically significant. Results A total of 466 patients (median age, 66 years; 241 [52%] male) were assigned to receive nivolumab and 469 (median age, 67 years; 245 [52%] male) to undergo standard care observation. The median duration of follow-up was 72.6 months. The trial was stopped for futility at 75% information. In the intention-to-treat population, median disease-free survival was 71.3 months with nivolumab and 68.8 months with observation (hazard ratio for progression or death, 0.97 [97% CI, 0.79-1.20]; [95% CI, 0.81-1.17]; 1-sided P = .39). In the subset of participants with PD-L1 of at least 50%, median disease-free survival was 89.8 months with nivolumab and 78.5 months with observation (hazard ratio for progression or death, 0.86 [98% CI, 0.55-1.34]; [95% CI, 0.59-1.25]; 1-sided P = .22). Conclusions and Relevance Adjuvant nivolumab was not associated with improved disease-free survival in patients with resected non–small cell lung cancer without sensitizing EGFR and ALK alterations when given after planned adjuvant chemotherapy and/or radiotherapy. Trial Registration Clinicaltrials.gov Identifier: NCT02595944
CCTG BR.38: Consolidative use of radiotherapy to block (CURB2) oligoprogression in patients with metastatic non–small-cell lung cancer—A randomized phase III trial.
Tsai, CJillian , SUN, A, Bradbury, Penelope Ann, Schellenberg, Devin, Bahig, Houda, Fung, Andrea S. , Bissonnette, Jean‐Pierre , Das, Jeeban P. , Kidane, Biniam, Louie, Alexander V., Miccio, Joseph, Welliver, M.X., Varlotto, John M., Amini, Arya, Kelly, Ryan, Ding, Keyue , Gaudreau, Pierre-Olivier , Schellenberg, Devin , Bahig, Houda , Kidane, Biniam , Louie, Alexander V. , Miccio, Joseph A., Varlotto, John M. , Amini, Arya

Journal of Clinical Oncology | May 28, 2026 | Volume: 44 | Issue: 16_suppl | Pages: No page available

10.1200/jco.2026.44.16_suppl.tps8124 Get It

TPS8124 Background: Immune checkpoint inhibitor (ICI)–based regimens are standard first-line therapy for metastatic non–small-cell lung cancer (NSCLC) without actionable driver mutations; however, most patients experience disease progression within 12 months. A subset develop oligoprogression, defined by progression at a limited number of metastatic sites with otherwise controlled disease. Oligoprogression represents a therapeutic window in which local ablative therapy could be used to prolong disease control. In the prior phase II CURB trial, SBRT was shown to significantly prolong progression-free survival (PFS) in patients with oligoprogressive NSCLC. Methods: CCTG-BR38 is an international, multicenter, open-label, randomized phase III trial conducted through the NCI National Clinical Trials Network. Adults with stage IV NSCLC receiving first-line ICI ± chemotherapy who develop ≤5 extracranial oligoprogressive lesions are randomized 1:1 to: (1) switch to second-line standard systemic therapy or (2) SBRT (30 Gy in 3 fractions) to all oligoprogressive sites followed by continuation of the same first-line systemic therapy. Randomization is stratified by type of first-line systemic therapy (ICI alone vs ICI + chemotherapy), number of oligoprogressive lesions (1–2 vs 3–5), and ECOG performance status (0-1 vs 2). Patients with treated, stable brain metastases are eligible. Primary Endpoints: Dual primary endpoints are PFS and overall survival (OS). Secondary endpoints include safety (CTCAE v5.0), patient-reported adverse events (PRO-CTCAE), quality of life (EORTC QLQ-C30/LC13), and cost-effectiveness (EQ-5D-5L; Canadian sites). Optional blood and tissue collection for exploratory biomarker analyses are planned. Statistical Considerations: A total of 320 patients (160 per arm) will be enrolled. The sample size is based on detecting a HR of 0.7 for OS (an improvement in median OS from 10 to 14.3 months) with 80% power using a 1-sided 2% level test (the overall 1-sided 2.5% type I error will be assigned 2% to OS and 0.5% to PFS). Interim analyses for futility and efficacy are planned. Current Status: The trial was centrally activated on April 3, 2025. Accrual is ongoing across Canadian and US NCTN sites. Clinical trial information: NCT06686771 .
Cost-effectiveness of iron deficiency screening in pregnancy across ferritin-based thresholds
Wang, Daniel , Singh, Manraj , Ng, Ding Quan , Tadepalli, Aniketh, Rinaldi, Kristina , Cuker, Adam, Goshua, George , Wang, Daniel , Sra, Manraj Singh , Cuker, Adam , Goshua, George , Ito, Satoko , Cuker, Adam

Blood Advances | May 28, 2026 | Volume: 10 | Issue: 16 | Pages: 5644-5652

10.1182/bloodadvances.2026020143 | PMID 42206692 Get It

Abstract Maternal iron deficiency (ID) affects nearly 85% of all pregnancies worldwide by the third trimester and is strongly linked with maternal morbidity, poor birth outcomes, and cognitive and behavioral developmental deficits in children. Despite its burden on maternofetal health, no guidelines exist for routine screening of ID in pregnant individuals in the United States. The World Health Organization uses a diagnostic (ie, nonscreening) ferritin threshold of 15 μg/L for ID in the first trimester of pregnancy, with no guidance for the second and third trimesters. Routine screening for ID in pregnancy could identify a large proportion of mothers who remain undiagnosed and untreated under the current clinical status quo. Accordingly, we conducted, to our knowledge, the first cost-effectiveness analysis of ferritin-based ID screening in pregnant women in the United States, comparing thresholds of (1) 30 μg/L vs (2) 15 μg/L vs (3) no screening from a modified US societal perspective accounting for wages lost to infusion time, infusion administration costs, and the cost of annual hematology follow-up. We found that screening at 30 μg/L was the preferred strategy across extensive base-case, threshold, and sensitivity analyses and across all examined willingness-to-pay thresholds, with an incremental cost-effectiveness ratio of $34 000/quality-adjusted life year (QALY; 95% credible interval, $32 000-$36 200/QALY) compared with no screening. No parameter variation changed this outcome, and screening at 30 μg/L was favored in 100% of 10 000 Monte Carlo iterations. Population-level regular second- and third-trimester screening for ID using physiologically informed ferritin ranges should be considered for all pregnant women in the United States.
Modeling Complex Effects and Individual Variability in Multi-Paradigm fMRI with Nonlinear Mixed Models
Li, Xiaoxuan , Zhang, Gemeng , Ding, Zhengming , Calhoun, Vince D. , Wang, Ying , Calhoun, Vince D. , Qu, Gang , Orlichenko, Anton , Wilson, Tony W. , Stephen, Julia M.

No container title available | May 20, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.64898/2026.05.16.725673 | PMID 42239381 Get It

Abstract Functional magnetic resonance imaging (fMRI) data are inherently complex, characterized by high dimensionality, intricate inter-regional dependencies, and substantial individual variability across experimental paradigms. Traditional linear mixed models (LMMs) provide a principled framework that models population-level fixed effects while estimating variance components arising from subject-level random effects; however, they often fail to adequately capture nonlinear relationships inherent in neuroimaging data. To address these limitations, we introduce the nonlinear mixed model (NMM) approach, an innovative extension of the LMM framework that integrates neural networks to flexibly model complex fixed-effect relationships while preserving the random-effects structure to account for individual differences. NMM advances fMRI analysis by: (1) identifying robust functional connectivity (FC) patterns consistently observed across multiple paradigms; (2) leveraging SHapley Additive exPlanations (SHAP) analysis to provide post-hoc interpretability of the nonlinear fixed effects, quantifying how age, sex, and paradigm contribute to predicted FC and how these effects are distributed across large-scale brain networks; and (3) using subject-specific random effects as neural fingerprints that not only show systematic variability across attention and default mode systems but also predict standardized cognitive scores, demonstrating biological relevance. Applied to the Philadelphia Neurodevelopmental Cohort (PNC) across emotion, n-back, and resting-state paradigms, NMM achieved superior model fit relative to classical LMMs, as evidenced by lower mean squared error (MSE) in predicting FC. This framework offers a statistically rigorous and practically explainable approach for modeling large-scale FC from modest covariates while explicitly separating population-level effects from stable individual variability in functional brain organization.