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Efficacy and safety of fruquintinib in refractory metastatic colorectal cancer: a systematic review and meta-analysis
Udaikumar, Jahnavi; Ingawale, Sushrut; Nimmagadda, Rithish; Kuppili, Satwik; Lella, Vindhya Vasini; Suvvari, Tarun Kumar; Cheloff, Abraham; Bellamkonda, Amulya; Giri, Suprabhat; Oberstein, Paul; Shaukat, Aasma
BACKGROUND/UNASSIGNED:Metastatic colorectal cancer (mCRC) remains a leading cause of cancer-related mortality, emphasizing the need for effective later-line therapies. Fruquintinib, a selective vascular endothelial growth factor receptor (VEGFR)1-3 inhibitor, has emerged as a promising option for refractory mCRC. This systematic review and meta-analysis evaluates its efficacy and safety, both as monotherapy and in combination with programmed death-1 (PD-1) inhibitors. METHODS/UNASSIGNED:Following Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, a systematic search was conducted across PubMed, Embase, Online Vendor of International Databases (OVID), Cochrane Library, and ClinicalTrials.gov (2010-2025). Included studies were randomized controlled trials (RCTs) or real-world data on fruquintinib in mCRC after at least two prior therapies. Real-world evidence was included to complement RCT findings, as it captures broader populations, treatment patterns, and outcomes not fully reflected in controlled trial settings. Primary outcomes were progression-free survival (PFS) and overall survival (OS); secondary outcomes included objective response rate (ORR), disease control rate (DCR), and treatment-related adverse events (AEs). Pooled hazard ratios (HRs) and event rates were calculated using a random-effects model. RESULTS/UNASSIGNED:. 4.0%, P=0.04). In cross-study comparisons, monotherapy appeared to yield numerically longer PFS, although this was not based on head-to-head trials. AEs occurred in 86.7%, with grade ≥3 in 30.9%, most often hypertension (8.1%) and hand-foot skin reaction (5.8%). High heterogeneity was observed for several outcomes including AEs and DCR. CONCLUSIONS/UNASSIGNED:Fruquintinib significantly improves PFS and disease control in refractory mCRC with manageable toxicity. Limitations include heterogeneity across studies, with most conducted in predominantly Chinese cohorts. Further studies should explore optimal combination strategies and biomarker-based selection.
PMCID:12780613
PMID: 41522768
ISSN: 2078-6891
CID: 5985902
Identifying Patients at High Risk for Colorectal Carcinoma Using the Electronic Health Record
Ahuja, Yuri; Meng, Xucong; Shaukat, Aasma
BACKGROUND:Colorectal cancer (CRC) is the fourth most common and second deadliest cancer in the US. Screening is effective at reducing CRC incidence and mortality, but rates of screening remain suboptimal. There are no sensitive machine learning models for accurately identifying individuals at risk for colorectal cancer or precancerous polyps. OBJECTIVES/OBJECTIVE:The aim of our study was to develop and validate a novel machine learning model that uses multimodal Electronic Health Record (EHR) data, including the most recent complete blood count (CBC), basic metabolic panel (BMP), ICD codes, and medications, to estimate a patient's likelihood of having CRC or an advanced precancerous lesion. METHODS:We developed ColAI, an L1-regularized logistic regression model trained on 1-year trailing EHR data, to predict CRC or advanced adenoma at screening colonoscopy. Labs are treated as continuous variables, while ICD codes and medications are represented as binary indicators of presence. ColAI was trained using 87,825 screening colonoscopies and validated using 21,957 independent colonoscopies between August 1, 2020, and March 31, 2024, from the NYU Langone Health system. RESULTS:ColAI achieved an AUROC of 0.93 for CRC and 0.98 for CRC or advanced adenoma. Performance remained consistent across different hospitals and time periods within NYU Langone, demonstrating strong generalizability. Performance also remained consistent between first and follow-up colonoscopies, decreasing concern for selection bias. CONCLUSIONS:ColAI accurately identifies patients at elevated risk for CRC using only routine EHR data. It has the potential to enhance targeted outreach to high-risk, unscreened individuals and improve early cancer detection at the population level.
PMID: 41410806
ISSN: 1573-2568
CID: 5979572
Risk of Intestinal and Extraintestinal Malignancies in Inflammatory Bowel Disease With and Without Primary Sclerosing Cholangitis
Al Ta'ani, Omar; Alsakarneh, Saqr; Shaukat, Aasma; Farraye, Francis A; Hashash, Jana G; Francis, Fadi F
INTRODUCTION/BACKGROUND:Primary sclerosing cholangitis (PSC) is a chronic cholestatic liver disease frequently associated with inflammatory bowel disease (IBD). While both conditions independently increase cancer risk, the comparative burden of cancer in patients with coexisting IBD and PSC (IBD-PSC), isolated IBD, and isolated PSC remains inadequately defined. METHODS:We conducted a retrospective cohort study using the TriNetX nationwide electronic health records database. Patients with IBD-PSC were compared to individuals with isolated IBD and isolated PSC. Propensity score matching (PSM) was employed to balance key baseline characteristics across groups. Adjusted hazard ratios (aHRs) with 95% confidence intervals (CIs) were calculated for intestinal and extraintestinal malignancies across three pairwise comparisons: IBD-PSC vs isolated IBD, IBD-PSC vs isolated PSC, and isolated PSC vs isolated IBD. RESULTS:After matching, 4,187 patients were included in each of the IBD-PSC and isolated IBD groups. IBD-PSC was associated with increased risks of colorectal cancer (aHR 4.01, 95% CI: 2.79-5.75, p < 0.001), cholangiocarcinoma (aHR 27.54, 95% CI: 15.05-50.38, p < 0.001), liver cancer (aHR 13.41, 95% CI: 7.42-24.26, p < 0.001), pancreatic cancer (aHR 2.37, 95% CI: 1.18-4.76, p = 0.013), and gallbladder cancer (aHR 36.26, 95% CI: 4.94-266.23, p < 0.001). Compared to isolated PSC, IBD-PSC had higher risks of colorectal (aHR 5.72, 95% CI: 3.17-10.31, p < 0.001) and gallbladder cancer (aHR 4.14, 95% CI: 1.69-10.14, p = 0.001). CONCLUSION/CONCLUSIONS:IBD-PSC is associated with substantially elevated risks of both intestinal and extraintestinal malignancies compared to isolated IBD or PSC. These findings highlight the synergistic oncogenic potential of coexisting IBD and PSC and underscore the need for tailored surveillance and early detection strategies in this high-risk population.
PMID: 41329382
ISSN: 1573-2568
CID: 5974862
A randomized clinical trial of multi-level intervention to improve colorectal cancer screening rates at multiple federally qualified health care centers in New York City
Shaukat, Aasma; Hu, Jiyuan; Zhao, Yanan; Faulx, Gregory; Augustin, Ashley; Murphy, Sean; Stevens, Elizabeth; Ravenell, Joseph; Makarov, Danil; Napolitano, Daniel
INTRODUCTION/BACKGROUND:Colorectal cancer (CRC) screening rates among patients receiving care at multiple federally qualified health care centers (FQHCs) in New York city are low. Proactive outreach through mailed fecal immunochemical tests (FIT), reminders and navigation are evidence based interventions to improve CRC screening rates but remain untested in this study population. OBJECTIVE:To evaluate the effectiveness, implementation, and cost-effectiveness of a multilevel proactive outreach strategy to improve CRC screening rates among underserved adults in Brooklyn, New York. METHODS:This is a randomized controlled trial across five FQHCs serving predominantly Black and low-income populations. Adults aged 45-75 who are overdue for CRC screening are randomized to usual care or a multi-level proactive intervention. The intervention includes mailed education and FIT kits, patient navigation, and support for colonoscopy scheduling and follow-up. The primary outcome is CRC screening completion (FIT or colonoscopy) within six months. Secondary outcomes include colonoscopy follow-up after a positive FIT, implementation barriers and facilitators, and cost-effectiveness. RESULTS:A total of 1379 participants have been enrolled through May 2025. DISCUSSION/CONCLUSIONS:This trial addresses a critical gap in CRC prevention by testing a scalable, multilevel outreach model tailored to underserved populations. Findings will inform future strategies to enhance screening rates while reducing screening disparities through sustainable FQHC-based programs.
PMID: 41326264
ISSN: 1559-2030
CID: 5974742
Primary Sclerosing Cholangitis in the Absence of Inflammatory Bowel Disease Increases the Risk of Colorectal Cancer: A Multi-Centre Propensity Score Matched Analysis
Alsakarneh, Saqr; Aburumman, Razan; Bilal, Mohammad; Faye, Adam S; Hashash, Jana G; Shaukat, Aasma
INTRODUCTION/BACKGROUND:Patients with primary sclerosing cholangitis (PSC) and concomitant inflammatory bowel disease (IBD) are at increased risk of colorectal cancer (CRC). However, the risk of CRC in patients with PSC without IBD remains uncertain. We aimed to evaluate the risk of CRC in patients with PSC without a history of IBD using a large national database. METHODS:We conducted a retrospective cohort study using the TriNetX database to identify patients ≥ 18 years with PSC. Patients were then divided into two groups, PSC with IBD (PSC-IBD cohort) and PSC without IBD (PSC non-IBD cohort), and were matched with patients without a history of PSC or IBD (non-PSC/non-IBD group) by using 1:1 propensity score matching. The primary outcome was the risk of first diagnosis of CRC. With censoring applied, Kaplan-Meier analysis with hazard ratios (HRs) and 95% CIs was used to compare time-to-event rates at daily time intervals. RESULTS:PSC patients without IBD were at increased risk of CRC compared to the non-PSC/IBD cohort (aHR = 2.91; 95% CI: 1.6-6.0). Patients with PSC and IBD exhibited a higher risk of CRC (aHR = 6.5; 95% CI: 3.78-11.2), especially among the UC cohort (aHR = 6.3; 95% CI: 3.2-12.4). Patients with PSC were at increased risk of various gastrointestinal malignancies (aHR = 10.5; 95% CI: 7.3-15; p < 0.0001), including hepatobiliary cancers, pancreatic cancer, and hepatocellular carcinoma. DISCUSSION/CONCLUSIONS:Our findings provide real-world evidence that PSC is an independent risk factor for colorectal cancer, even in the absence of concomitant IBD. These results support the need for further research to determine whether patients with isolated PSC may benefit from tailored CRC surveillance strategies.
PMID: 40704424
ISSN: 1365-2036
CID: 5985592
Benchmarking proprietary and open-source language and vision-language models for gastroenterology clinical reasoning
Safavi-Naini, Seyed Amir Ahmad; Ali, Shuhaib; Shahab, Omer; Shahhoseini, Zahra; Savage, Thomas; Rafiee, Sara; Samaan, Jamil S; Al Shabeeb, Reem; Ladak, Farah; Yang, Jamie O; Echavarria, Juan; Babar, Sumbal; Shaukat, Aasma; Margolis, Samuel; Tatonetti, Nicholas P; Nadkarni, Girish; El Kurdi, Bara; Soroush, Ali
This study evaluated the effectiveness of large language models (LLMs) and vision-language models (VLMs) in gastroenterology. We used board-style multiple-choice questions to assess the performance of both proprietary and open-source LLMs and VLMs-including GPT, Claude, Gemini, Mistral, Llama, Mixtral, Phi, and Qwen, across different interfaces, computing environments, and levels of compression (quantization). Among the proprietary models, o1-preview (82.0%) and Claude3.5-Sonnet (74.0%) had the highest accuracy, outperforming the top open-source models: Llama3.3-70b (65.7%) and Qwen-2.5-72b (61.0%). Among the small quantized open-source models, the 8-bit Llama 3.2-11b (51.7%) and 6-bit Phi3-14b (48.7%) performed the best, with scores comparable to their full-precision counterparts. Notably, VLM accuracy on image-containing questions improved (~10%) when given human-generated captions, remained unchanged with original images, and declined with LLM-generated captions. Further research is warranted to evaluate model capabilities in real-world clinical decision-making scenarios.
PMID: 41310206
ISSN: 2398-6352
CID: 5968702
Colorectal Cancer Screening and Mortality Trends in the United States Over 25 Years: A Story of Success and Inequity
Eldesouki, Mohamed H; Youssef, Mohammed Y; Ali, Mohamed Ahmed; Umer, Muhammed; Awad, Abdelaziz; Elfert, Khaled; Shaukat, Aasma
INTRODUCTION/BACKGROUND:Colorectal cancer (CRC) is the fourth most common cancer in the USA and second leading cause of cancer deaths. While screening rates have increased and mortality rates have declined, disparities persist. This study investigates the screening rates and mortality correlation over 25 years. METHODS:We analyzed trends in age-adjusted CRC screening and mortality rates (AAMRs) for adults aged ≥ 50 using BRFSS and CDC WONDER databases, respectively. Correlation analysis between CRC screening rates and AAMRs and projected AAMRs at 100% screening rates were calculated using Jamovi and R software. RESULTS:CRC screening rates increased from 41.5% in 1999 to 76.3% in 2023. Non-Hispanic Whites recorded the highest rates (80.1%), while American Indians or Alaskan Natives (AI/AN) had a low screening rate of 48.65% in 2023. Non-insured individuals had a screening rate of 33.02%, while insured recorded 78.13% in 2023. AAMRs of CRC declined significantly over time, from 69.3% to 40.7% per 100,000 (1999-2024). AAMRs demonstrated a strong inverse correlation (- 0.885) with screening rates. Correlation analysis revealed stronger associations between screening and mortality for NH Whites and African Americans (AA) populations (- 0.824 and - 1.19, respectively). The projected AAMR at 100% screening was 18.91 (95% CI 17.92-19.91), versus 40.4 at 76.3% in 2023. CONCLUSION/CONCLUSIONS:CRC screening increased over the past 25 years, achieving 76.3% in 2023, correlating with decrease in AAMRs. Disparities persist across races and different socioeconomic groups. At 100% screening rates, projected AAMR is 18.919. Equity-focused interventions are needed to further increase CRC screening rates.
PMID: 41233616
ISSN: 1573-2568
CID: 5967092
Circulating Tumor DNA-Based Blood Test for Colorectal Cancer Screening-Reply
Shaukat, Aasma; Levin, Theodore R
PMID: 41060633
ISSN: 1538-3598
CID: 5951912
Clostridioides difficile Infection Is Associated With Increased Colectomy Risk in Acute Severe Ulcerative Colitis Treated With Infliximab
Kahan, Tamara F; Delau, Olivia; Hong, Simon; Holmer, Ariela; Dodson, John; Shaukat, Aasma; Chodosh, Joshua; Hudesman, David; Axelrad, Jordan E; Faye, Adam S
BACKGROUND:Infliximab (IFX) is commonly used in the management of acute severe ulcerative colitis (ASUC), yet up to 30% of individuals still require colectomy within 1 year. Clinical data characterizing these patients, however, are limited. AIMS/OBJECTIVE:We aimed to determine risk factors for colectomy among patients with ASUC who received in-hospital IFX treatment. METHODS:We performed a retrospective analysis of patients with ASUC who were treated with at least one dose of IFX while admitted between 2014 and 2022. Cox proportional hazards (PH) models were used to assess demographic, clinical, and laboratory risk factors for colectomy within 30 days and 1 year of IFX initiation. RESULTS:Overall, 36/170 (21.2%) patients underwent colectomy within 1 year of IFX initiation, with 22 (12.9%) individuals requiring colectomy within 30 days. On univariable analysis, concomitant Clostridioides difficile infection during admission, a ≤50% decrease in C-reactive protein (CRP) and experiencing 3 or more bowel movements per day within 48 hours after an initial IFX dose were significantly associated with 1-year colectomy. On multivariable Cox PH analysis, C. difficile infection during admission (aHR=2.92, 95% CI: 1.12-7.58) and a higher CRP/albumin ratio on admission (aHR=1.13, 95% CI: 1.01-1.27) were associated with increased colectomy risk within 1 year of IFX initiation. CONCLUSIONS:C. difficile infection and a higher CRP/albumin ratio on admission are associated with decreased time to colectomy within 1 year of IFX among patients presenting with ASUC. These factors may aid in early risk stratification to minimize delays in JAK-inhibitor initiation or surgical referral.
PMID: 41201306
ISSN: 1539-2031
CID: 5960342
Efficacy, Safety, and Metabolic Outcomes of Primary Obesity Surgery Endoluminal 2 (POSE-2) for Obesity: A Systematic Review and Meta-Analysis
Farooque, Umar; Qadri, Syeda Hafsa; da Silva, Ana Beatriz Nardelli; Malaj, Andela; Aparna, Fnu; Murtaza, Meer; Ahsan, Waseh; Warsi, Arshia; Badurdeen, Dilhana; Shaukat, Aasma
Primary Obesity Surgery Endoluminal 2 (POSE-2) is a minimally invasive endoscopic bariatric procedure. We conducted a systematic review and meta-analysis of one randomized controlled trial (RCT) and three observational studies (N = 210) to evaluate its efficacy, safety, and metabolic outcomes (HbA1c, glucose, cholesterol, triglycerides, LDL, and liver enzymes). Pooled percent total body weight loss (%TBWL) was 13.23% (I2 = 87%) at 3 months, 16.22% (I2 = 76%) at 6 months, and 16.17% (I2 = 0%) at 12 months, showing high heterogeneity early but consistency by 12 months. Percent excess weight loss (%EWL) at 12 months was 56.95% (I2 = 0%). HbA1c improved at 6 months (SMD = -0.67, p = 0.036, I2 = 0%), exceeding the minimal clinically important difference (-0.5%), and cholesterol decreased significantly (SMD = -0.25, p = 0.013, I2 = 0%). Fasting glucose and liver enzymes showed nonsignificant favorable trends with high heterogeneity for ALT/AST (I2 > 90%). Adverse events were infrequent (2.5-5%), mostly mild, with rare perforations or bleeding. POSE-2 demonstrates promising weight loss and selected metabolic improvements in HbA1c and cholesterol with a favorable short-term safety profile, though evidence is limited to four studies with small sample size, short follow-up, and variable heterogeneity, highlighting the need for larger, longer RCTs.
PMID: 41023533
ISSN: 1708-0428
CID: 5959162