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292 citation(s) found for "Yu, Hua".

Global Prevalence, Incidence, and Outcomes of Coexisting MASLD and Chronic Kidney Disease: A Meta‐Analysis
Kueh, Martin T. W., Yeo, J Q, Chen, Yuehua , Chua, Nicole Ying Zi, Koh, Hui Lian , Khaw, Seng Pei , Jabbar, Hassan, Wang, Jiong‐Wei , Lee, Kwan , Sun, Dan Qin, Mantovani, Alessandro, Chew, Nicholas WS, Zheng, Ming‐Hua , Targher, Giovanni , Zhou, Xiao-Dong , Zheng, Ming-Hua , Lee, Kwan S , Kueh, Martin Tze Wah , Chen, Yiming , Chin, Yip Han , Mantovani, Alessandro

Liver International | June 25, 2026 | Volume: 46 | Issue: 7 | Pages: No page available

10.1111/liv.70747 | PMID 42347761 Get It

ABSTRACT Background & Aims Metabolic dysfunction‐associated steatotic liver disease (MASLD) is highly prevalent and increasingly recognized as a multisystem cardiometabolic disorder. The global burden, incidence and prognostic implications of coexisting chronic kidney disease (CKD) in MASLD remain uncertain. Methods In this meta‐analysis, we searched MEDLINE and EMBASE from inception through September 25, 2025, for observational studies reporting CKD prevalence and/or incidence among adults (≥ 18 years) with MASLD. The primary outcomes were pooled CKD prevalence, estimated using random‐effects models on the logit scale with the Hartung–Knapp adjustment, and pooled CKD incidence (per 1000 person‐years), estimated using random‐effects models with exact Poisson confidence intervals. Secondary outcomes included all‐cause mortality and cardiovascular, renal and cancer outcomes. Results From 2811 records, 36 observational studies met the inclusion criteria. Twenty‐three studies contributed prevalence estimates (575 615 participants; 56 248 CKD cases) and thirteen studies contributed incidence estimates (27 996 new events). The pooled global CKD prevalence among individuals with MASLD was 15.22% (95% CI 9.69–23.12). The pooled CKD incidence was 22.17 per 1000 person‐years (95% CI 11.44–32.89) in the MASLD population. Hypertension (OR 1.49, 95% CI 1.29–1.72), dyslipidaemia (OR 1.22, 95% CI 1.20–1.24) and diabetes (OR 1.94, 95% CI 1.69–2.22) were associated with higher odds of CKD in the MASLD population. All‐cause mortality rates were 18.28 per 1000 person‐years (95% CI 3.45–33.11) in coexistent MASLD and CKD, more than double those in the MASLD‐only population (7.26 per 1000 person‐years (95% CI 2.97–11.56)). Conclusions Coexistent CKD affects one in seven individuals with MASLD worldwide, conferring a more than two‐fold increased risk of all‐cause mortality compared with individuals with MASLD alone.
nanoASM: Long-Read Allele-Specific DNA Methylation Profiling Enables Functional Annotation of Regulatory Noncoding Variants in Human Prostate Tissues
Tian, Yijun , Wong, Jodie , Zhong, Hua , Wu, Lang, Larson, Nicholas B. , Manley, Brandon J. , Wang, Liang, McDonnell, Shannon K , Larson, Nicholas B , Manley, Brandon J , McDonnell, Shannon K. , Wu, Lang, Wang, Liang

No container title available | June 23, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.64898/2026.06.17.732357 | PMID 42395488 Get It

Summary Long-read nanopore sequencing enables simultaneous detection of germline variation and native DNA base modifications on individual DNA molecules, providing a unique opportunity to investigate allele-specific epigenetic regulation. Here, we performed whole-genome nanopore sequencing on normal and tumor prostate tissues to characterize differential methylation, methylation entropy, and allele-specific methylation (ASM) associated with noncoding genetic variants. Genome-wide analysis identified extensive cancer-associated differentially methylated regions (DMRs), with hypermethylated DMRs significantly enriched near transcription start sites and transcriptional regulatory regions. Integration with transcriptomic datasets revealed strong inverse relationships between promoter methylation and gene expression, while 5-hydroxymethylcytosine (5hmC) levels positively correlated with transcriptional activity across gene bodies. Using fragment-level methylation patterns enabled by long-read sequencing, we further quantified methylation entropy incorporating both 5mCG and 5hmCG states. Cancer-hypermethylated DMRs exhibited markedly reduced entropy, consistent with clonal fixation of methylation states during tumor progression. Entropy profiling across chromatin annotations demonstrated maximal epigenetic heterogeneity at partially modified enhancer-associated regions. To investigate cis-regulatory genetic effects, we developed a simple ASM framework (nanoASM) that can partition sequencing reads by allelic state and identifies allele-specific DMRs directly from long-read data. Compared with conventional population-level mQTL analysis, ASM demonstrated substantially improved statistical efficiency by leveraging within-individual contrasts and reducing sample-level heterogeneity. Although germline single nucleotide polymorphisms (SNPs) were largely shared between normal and tumor tissues, ASM patterns differed substantially, with tumor-associated ASM regions displaying significantly larger genomic span and stronger allelic methylation differences. Comparative analysis with TCGA prostate mQTL and GTEx prostate eQTL datasets demonstrated substantial concordance between ASM directionality and downstream transcriptional effects, particularly for variants located within DMRs and near transcription start sites. At the IRX4 prostate cancer risk locus, ASM identified an androgen-responsive regulatory domain overlapping AR ChIP-seq and H3K27ac peaks, nominating rs6885084 as a candidate functional variant. At the PSCA locus, ASM anchored by rs4736369 was associated with allele-specific methylation, chromatin activation, transcript abundance, and isoform usage. Together, these findings establish nanopore-based ASM analysis as a powerful approach for resolving functional noncoding variants and their regulatory domains they control in prostate cancer.
Symbiotic-GI-03: A randomized, double-blind, phase 3 study of first-line PF-08634404, a PD-1/VEGF bispecific antibody, in combination with mFOLFOX6 in patients with metastatic colorectal cancer (mCRC).
Elez, E, Taieb, Julien, Xu, Rui-Hua, Taniguchi, Hiroya, Bekaii-Saab, Tanios S., Tie, Jeanne, Chalabi, Myriam , Chen, Zhiyu, Opneja, Aman, Kochenderfer, Mark D., Hong, Yong Sang , Richards, Donald A., Radecka, B., Clancy, Jill, Tonkovyd, Svitlana, Zhang, Xiaosong, Ng, Kimmie, Eng, Cathy , Élez, Elena , Taı̈eb, Julien , Xu, Rui‐Hua , Taniguchi, Hiroya , Bekaii‐Saab, Tanios , Tie, Jeanne , Chen, Zhiyu , Richards, D., Chen, Yiyi , Clancy, Jill S., Zhang, Xiaosong, Ng, Kimmie

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

10.1200/jco.2026.44.16_suppl.tps3675 Get It

TPS3675 Background: Multi-agent chemotherapy regimens (eg, mFOLFOX6) ± anti-vascular endothelial growth factor (VEGF) or anti-epidermal growth factor regimens are currently the standard of care for patients (pts) with mCRC without targetable mutations. However, the 5-year survival rate remains low at approximately 16% (SEER, 2025). The addition of biological therapies (eg, bevacizumab [bev], an anti-VEGF monoclonal antibody) to immune checkpoint inhibitors (ICIs) has demonstrated a synergistic antitumor effect in solid tumors. However, ICI monotherapy has limited activity in mismatch repair proficient (pMMR)/microsatellite stable (MSS) mCRC. Simultaneous bispecific targeting of programmed death 1 (PD-1) and VEGF in conjunction with cytotoxic chemotherapy has the potential to enhance antitumor activity. PF-08634404 is a fully human immunoglobulin G4 (IgG4) bispecific antibody targeting PD-1 and VEGF. A phase 2 study of PF-08634404 with XELOX or mFOLFOX6 demonstrated promising antitumor activity with a manageable safety profile in first-line (1L) mCRC (Xu X, ESMO 2025; Abstract 796P). Methods: Symbiotic-GI-03 (NCT07222800) is an ongoing, double-blind, randomized, phase 3 study evaluating the efficacy and safety of 1L PF-08634404 + mFOLFOX6 vs bev + mFOLFOX6. Inclusion criteria are age ≥18 y; mCRC with measurable disease per RECIST 1.1; no prior systemic therapy for metastatic disease; ECOG PS 0 or 1; and adequate hematologic, hepatic, and renal function. Pts with BRAF V600E-mutant or mismatch repair deficient (dMMR)/microsatellite instability-high (MSI-H) CRC, active central nervous system metastases, or clinically significant risk of hemorrhage/fistula will be excluded. Approximately 800 pts will be randomized 1:1 to receive PF-08634404 + mFOLFOX6 or bev + mFOLFOX6 until disease progression, unacceptable toxicity, withdrawal of consent, or death. Randomization will be stratified by region (North America, Europe, or rest of world), RAS status (mutant or wildtype), and presence of liver metastasis (yes or no). The dual primary endpoints are progression-free survival (PFS) by blinded independent central review and overall survival; for each, a stratified log-rank test will be used to compare arms. Hazard ratios with corresponding 2-sided 95% CIs will be estimated using a stratified Cox proportional hazards model, and medians will be estimated using the Kaplan-Meier method with corresponding 2-sided 95% CIs calculated using the log(-log) method. Secondary endpoints include PFS by investigator, objective response rate, duration of response, PFS after next-line therapy, safety/tolerability, pharmacokinetics, immunogenicity, and patient-reported outcomes. Enrollment began in December 2025. Clinical trial information: NCT07222800 .
Federated target trial emulation for time-to-event outcomes via POLARIS: Pooled-equivalent One-shot Likelihood Aggregation for Real-world Inference in Survival
Wang, Tingyin, Lei, Yuqing , Li, Lu , Wang, Yudong, Wu, Yue, Chen, Siqi, Zhang, Bingyu, Feng, Jingna , Kong, Zifang, Wang, Chengrong, Zhou, Yujia, Amaro, Anastassia , Qiu, Jingmei, Lu, Yuan, Liu, M , Tao, Cui, Xu, Hua, Lu, Yiwen, Chen, Yi , Tang, Huilin , Zhang, Bingyu , Hu, Jie , Wang, Huiyuan, Liu, Yu‐Lun , Chen, Yong

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

10.21203/rs.3.rs-9613167/v1 | PMID 42239773 Get It

Abstract Heterogeneous treatment effects (HTE) are key to precision medicine, but most real-world studies lack the scale and diversity needed to detect them. While multi-site analyses offer a potential solution, data-sharing constraints often prevent access to patient-level information across institutions. We introduce POLARIS, a federated framework for time-to-event target trial emulation. POLARIS converts each site’s weighted Cox risk function into a compact tensor shared once with the coordinating center, enabling lossless reproduction of pooled estimates without sharing patient-level data. We applied POLARIS across five U.S. health systems to study risk of gastrointestinal outcomes after GLP-1 receptor agonist (GLP-1RAs) initiation versus sodium-glucose cotransporter 2 inhibitors (SGLT2is) and dipeptidyl peptidase 4 inhibitors (DPP4is). Results showed that GLP-1RAs were consistently associated with higher risks of nausea and vomiting, particularly among men, individuals with higher baseline HbA1c (≥ 8.5%), and lipid therapy. POLARIS provides a scalable solution for distributed target trial emulation and fine-grained assessment of HTE across diverse health systems.
6PPDQ Exposure Exacerbates Seizure-Induced Neuronal Damage via the TP53/Nrf2 Axis: An Integrated Strategy Combining Network Toxicology and Experimental Validation
Xie, Ruijin , Xiao, Wei, Xu, Hua, Luo, Yufan , Xiao, Xue, Pan, Qiyang, Xu, Shengjie, Liu, Li, Liu, Yueying , Liu, Yueying , Xie, Ruijin , Sun, Chenyu

Toxics | May 19, 2026 | Volume: 14 | Issue: 5 | Pages: 443

10.3390/toxics14050443 | PMID 42198569 Get It

As an emerging tire wear-derived environmental contaminant, 6PPD-quinone (6PPDQ) has raised significant concerns regarding its neurotoxic potential, particularly for children exposed to recycled tire crumb rubber in playgrounds. However, the molecular mechanisms by which 6PPDQ influences neurological disorders such as epilepsy remain poorly understood. In this study, we employed an integrative framework combining network toxicology, bulk analysis of human epileptic brain tissues, Mendelian randomization, and molecular dynamics simulations to elucidate these mechanisms. Our findings, validated through CETSA-WB and SPR, identify 6PPDQ as a direct ligand that binds to and stabilizes neuronal TP53. Through a synergistic double-hit mechanism, 6PPDQ directly engages the TP53 pathway while simultaneously triggering microglial interleukin-6 secretion. These converging pathways lead to the suppression of the master antioxidant regulator Nrf2, resulting in glutathione depletion, excessive reactive oxygen species accumulation, and exacerbated neuronal damage under excitotoxic stress. Experimental validation using glutamate-induced HT22 cell models and microglia–neuron crosstalk systems confirmed that targeting the TP53/Nrf2 axis or scavenging ROS significantly attenuates 6PPDQ-induced neurotoxicity. Our findings highlight critical risks to pediatric neurological health posed by tire-derived contaminants and identify the TP53/Nrf2 axis as a promising therapeutic target. Furthermore, this work provides a robust scientific basis for refining risk assessment frameworks and developing regulatory strategies to mitigate environmental exposure to 6PPDQ.
A complete human pancreatic cancer genome
Wagner, Justin , Keskus, Ayse G. , Oshima, Keisuke K. , Ranallo-Benavidez, T. Rhyker , McDaniel, Jennifer , Šikić, Mile , Lin, Dehui , Paulin, Luis F. , Sedlazeck, Fritz J. , Munding, Elizabeth M., Sanborn, JZ, Carroll, Andrew, Hassaine, Rayan, Cameron, Daniel, Catreux, Severine , Lee, Yeonghun , Murray, Lisa , Truong, Sean , Zimin, Aleksey V. , Cross, Erin , McGowan, Matthew , Vernich, Michael, Liss, Andrew S., Kocher, Jean-Pierre, Stephens, Zachary, Ahmad, Tanveer, Bryant, Asher , Dwarshuis, Nathan , Thibaud-Nissen, Francoise, Antipov, Dmitry, Koren, Sergey, Phillippy, Adam, Jain, Miten , Wenger, Aaron M. , Eacker, Stephen, Sahraeian, Sayed Mohammad Ebrahim, Boutros, Paul C., Patel, Yash, McConnell, Joseph , Borchers, Matthew , Gerton, Jennifer L. , Kostos, Paxton, Benjamin, Hila, Mootor, Mohammed Faizal Eeman , Xu, Yuan , Asri, Mobin , Miga, Karen H. , Park, Jimin , Paten, Benedict , Choi, Jae Young , Nguyen, L. , Robinson, Dan R. , Vo, Josh N. , Murtaza, Ghulam , Mason, Christopher E. , Cheng, Haoyu, Xiao, Chunlin , English, Adam C , Sedlazeck, Fritz J , Sanborn, J Zachary , Carroll, Andrew , Chang, Pi-Chuan , Cook, Daniel E , Shafin, Kishwar , de Ligt, Joep , Cameron, Daniel , Catreux, Severine , Lee, Yeonghun , Murray, Lisa , Truong, Sean , Brueffer, Christian , Cross, Erin , McGowan, Matthew , Vernich, Michael , Liss, Andrew S , Kocher, Jean-Pierre A , Stephens, Zachary , He, Hua-Jun , He, Zhiyong , Olson, Nathan D , Narzisi, Giuseppe , Jain, Miten , Wenger, Aaron M , Boutros, Paul C , Patel, Yash , Yamaguchi, Takafumi N , McConnell, Joseph , Gerton, Jennifer L , Guarracino, Andrea , Jehangir, Maryam , Mootor, Mohammed Faizal Eeman , Xu, Yuan , Miga, Karen H , Park, Jimin , Paten, Benedict , Luo, Ruibang , Zheng, Zhenxian , Choi, Jae Young , Nguyen, Linh , Vats, Pankaj , Gao, Shenghan , Murtaza, Ghulam , Mason, Christopher E , Barthel, Floris P , Xiao, Chunlin , Logsdon, Glennis A , Kolmogorov, Mikhail , Zook, Justin M , Keskus, Ayse , Ranallo-Benavidez, T Rhyker , Paulin, Luis F. , Sanborn, John Z., Ahmad, Tanveer, Thibaud‐Nissen, Françoise , Antipov, Dmitry , Koren, Sergey , Phillippy, Adam M. , Musunuri, Rajeeva , Eacker, Stephen M. , Yamaguchi, Takafumi N. , Jehangir, Maryam , Benjamin, Hila

No container title available | May 6, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.64898/2026.05.01.722316 | PMID 42146349 Get It

Summary Cancer genome sequencing is essential for understanding tumor evolution and advancing precision medicine. 1 However, reference gaps and germline variants obscure detection of small and large somatic variants and methylation in repetitive regions. 1–3 It is common for tumor cells to gain or lose chromosome arms due to somatic structural changes that occur inside highly repetitive satellite DNA sequences in the centromeres. 4 To identify the full spectrum of somatic variants, including complex rearrangements, we construct and curate near-complete, haplotype-resolved assemblies of the most recent common ancestor of an early-passage broadly-consented hypodiploid pancreatic cancer cell line and matched normal tissues. The tumor assembly completely recapitulates all 35 tumor chromosomes observed with karyotyping, with multiple translocation-induced hybrid chromosomes. The hybrid chromosomes contain putative functional dicentric and fused centromeres, nested foldback inversions causing 14 breakpoints with a haplotype switch in a single event, and centromeric satellite tandem duplications up to 136 kbp. Direct comparison of tumor and normal assembly haplotypes uncovers >7,000 variants altering >1 Mbp of sequence in repetitive regions that have been hidden by reference gaps and germline variants. 44 % of somatic small variants change representation because they alter germline variants on GRCh38, impacting mutational signatures and kataegis/omikli clusters. Most somatic LINE insertions originate from two hypomethylated non-reference germline LINE insertions, highlighting their impact on insertion mutation burden. These assemblies demonstrate that centromeric, acrocentric, and telomeric regions conventionally excluded from analysis harbor extensive somatic and epigenetic changes. Resolving complete tumor genomes enables a deeper understanding of cancer structural plasticity and the endpoints of breakage-fusion-bridge cycles. These assembled, curated paired normal-tumor benchmarks will serve as a critical foundation for developing future algorithms to characterize the most intractable regions of cancer genomes.
Hootation: A GUI and API library for ontology validation and verbalization
Hao, Xubing , Manuel, Warren , Li, Manqi , Rao, Shun, Roberts, Kirk, Xu, Hua, Gong, Yang, Tao, Cui, Amith, Muhammad , Roberts, Kirk E , Manion, Frank J. , Tao, Cui, Cui, Licong

2026 International Conference on Semantic Computing (ICSC) | April 24, 2026 | Volume: No volume available | Issue: No issue available | Pages: 128-132

10.1109/icsc67292.2026.00025 | PMID 42179940 Get It

A proof‐of‐concept study of multitask learning for cranial synthetic CT generation across heterogeneous MRI field strengths
Xin, Zhuoyao, Zhang, Yiren, Wu, Christopher , Dong, Li , Gu, Chunming , Middlebrooks, Erik H. , Hua, Jun , Guo, Jia, Greco, Elena , Middlebrooks, Erik H , Liu, Dong, Greco, Elena, Hua, Jun

Medical Physics | April 24, 2026 | Volume: 53 | Issue: 5 | Pages: No page available

10.1002/mp.70429 | PMID 42027157 Get It

Abstract Background Accurate synthesis of computed tomography (CT) images from magnetic resonance imaging (MRI) is clinically valuable for cranial applications such as attenuation correction, radiotherapy planning, and image‐guided interventions. However, the heterogeneity of MRI data across magnetic field strengths and pulse sequences limits the generalizability of existing methods, posing a barrier to clinical translation. Purpose This study aims to reformulate cranial CT synthesis as a modular, structurally coupled problem using a deep learning approach, enhancing adaptability across heterogeneous MRI conditions, including different field strengths and sequence protocols. Methods We implemented a cascaded multitask pipeline that jointly models skull segmentation and Hounsfield Unit (HU) regression in anatomically targeted regions. A 3D patch‐based training paradigm shifts the modeling focus from global image translation to localized bone feature extraction. The backbone leverages a residual Mamba‐based state space model within a 3D U‐Net structure to improve spatial representation, while a Transformer U‐Net serves as a widely recognized reference baseline comparison. The model was trained and evaluated in terms of multi‐modal (T1‐weighted and T2‐FLAIR) and cross‐domain transferability from a public 1.5 Tesla brain dataset ( n = 37) to an independent 7 Tesla clinical brain dataset ( n = 44). Performance was assessed using Dice and Jaccard indices for segmentation accuracy and mean absolute error (MAE) for HU regression. Results Quantitative analysis showed that our multitask pipeline, incorporating both morphological and HU map prediction stages, significantly outperformed conventional direct MRI‐to‐CT mapping across all metrics on the public 1.5T dataset (p < 0.05). Consistent performance on an external 7T clinical dataset (p < 0.001) further demonstrated the method's robustness and adaptability across field strengths. Conclusion These findings support that task‐structured training for modality transformation markedly improves both accuracy and generalizability of cranial CT synthesis across heterogeneous MRI conditions. The observed consistency across field strengths validates the robustness of the proposed methodology.
Enteroblastic and Hepatoid Colorectal Carcinomas are Aggressive Cancers With a Distinctive Immunophenotype, While Clear Cell Carcinoma Appears to Represent Clear Cell Change in Conventional Colorectal Cancer
Khan, Fahad, Polydorides, Alexandros D., Paulsen, John D., Chen, W, Vazzano, Jennifer , Huber, Aaron , Papke, David, Sharifai, Nima , Allende, Daniela, McHugh, Kelsey, Longacre, Teri A. , Dhall, Deepti, Makhoul, Elias, Lee, Michael J., Collins, Katrina, Ulbright, Thomas M. , Zhang, M. Lisa, Westerhoff, Maria , Gao, Zu‐Hua , Choi, Won‐Tak , Kakar, Sanjay, Chetty, Runjan, Nowak, Klaudia, Zhang, Xuchen, Chen, Wei , McHugh, Kelsey , Khan, Fahad , Gonzalez, Raul S , Chen, Wei , McHugh, Kelsey E , Polydorides, Alexandros D. , Paulsen, John David , Papke, David , Stashek, Kristen , Ruz‐Caracuel, Ignacio , Shia, Jinru , Dhall, Deepti , Collins, Katrina , Zhang, Mingjuan Lisa , Matsukuma, Karen , Kakar, Sanjay , Chetty, Runjan , Nowak, Klaudia M. , Serra, Stefano , González, Raul S.

American Journal of Surgical Pathology | April 21, 2026 | Volume: 50 | Issue: 8 | Pages: 883-893

10.1097/pas.0000000000002555 | PMID 42012857 Get It

Enteroblastic, hepatoid, and clear cell carcinomas are rare subtypes of colorectal carcinoma (CRC) with histologic and immunohistochemical (IHC) overlap. We assessed 37 CRCs that possibly represent these subtypes. Provisional criteria for each subtype, along with case photomicrographs and IHC data, were circulated among the authors to provide diagnostic interpretations. Based on plurality consensus, the carcinomas were classified as enteroblastic (n=13), hepatoid (n=6), and clear cell (n=18). Unanimous agreement was reached in 18% (3 clear cell, 3 hepatoid). Interobserver analysis revealed a mean pairwise Cohen κ of 0.63 (range: 0.32 to 0.91), with the hepatoid subtype eliciting the greatest consensus. Clear cell areas were the most likely to intermix with areas of conventional CRC ( P <0.001). Seven patients (20%) had inflammatory bowel disease (mostly linked to enteroblastic CRC). Twenty-three of 34 patients (68%) had nodal metastasis, and 12 (32%) had distant metastasis (mostly to the liver) at presentation. Median recurrence-free survival was 17 months, with enteroblastic cases the most likely to recur (54%, P =0.015). Median follow-up length was 27 months, with 14 patients (40%) dying of disease (representing 7 enteroblastic, 4 hepatoid, and 3 clear cell CRC). Mutations were identified in TP53 (n=8) , APC (n=3) , FBXW7 (n=2), and KRAS (n=1). Inflammatory bowel disease significantly worsened recurrence-free survival on multivariate analysis, while distant metastasis significantly worsened both recurrence-free and overall survival on multivariate analysis. Enteroblastic, hepatoid, and clear cell CRC demonstrate morphologic and IHC overlap, leading to interobserver variability in diagnosis. Given potential differences in clinical correlations and outcomes, more refined criteria are likely necessary.