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Chandani, Kanishka Uttam

Mayo Clinic

Mayo Clinic

Citations 30

A New Window in the Transplant Room: The Tangible Future of Virtual Reality in Supportive Oncology
Chandani, Kanishka Uttam, Khera, Nandita , Uttam Chandani, Kanishka

Journal of the National Comprehensive Cancer Network | August 17, 2026 | Volume: 24 | Issue: 8 | Pages: No page available

10.6004/jnccn.2026.7072 Get It

Pharmacologic prevention of radiotherapy-induced nausea and vomiting: Network meta-analysis including olanzapine-based regimens.
Haldule, Saloni , Kumar, Harendra, Chandani, Kanishka Uttam, Challa, Pavan, Sharma, Ashish , Tiwari, Angad

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

10.1200/jco.2026.44.16_suppl.e24087 Get It

e24087 Background: Radiotherapy-induced nausea and vomiting (RINV) negatively impacts adherence and quality of life. Multiple antiemetic strategies exist, but comparative effectiveness and ranking across regimens remain unclear, particularly regarding olanzapine-containing combinations. Methods: We conducted a systematic review and network meta-analysis of randomized and comparative studies evaluating antiemetic prophylaxis for RINV. Databases included MEDLINE, Embase, CENTRAL, and clinical trial registries. Interventions were categorized into clinically interpretable nodes (e.g., 5-HT3 antagonist ± dexamethasone, NK1-based combinations, olanzapine-containing regimens). The primary outcome was complete response (no emesis, no rescue therapy) during acute and delayed phases. Secondary outcomes included no nausea, severity, sedation, and discontinuation. Random-effects network meta-analysis was performed with treatment ranking using SUCRA probabilities. Results: Twenty-two studies encompassing 3,145 patients were included. Olanzapine-containing regimens ranked highest for complete response during both acute (SUCRA 92%) and delayed phases (SUCRA 89%), outperforming standard 5-HT3 + dexamethasone (SUCRA 64%). NK1-based triple therapy showed intermediate efficacy (SUCRA 78%). Olanzapine regimens had modest increases in sedation (RR 1.14, 95% CI 1.01–1.29) but no significant differences in discontinuation rates. Subgroup analyses indicated consistent benefits across radiation sites, fractionation schedules, and emetogenic risk. Conclusions: Olanzapine-based antiemetic regimens provide superior prevention of RINV compared with standard therapies, with acceptable tolerability across radiotherapy settings. Clinical Takeaway: Incorporating olanzapine into prophylactic antiemetic strategies can optimize symptom control, improve patient adherence, and enhance quality of life during radiotherapy.
Liquid biopsy at the finish line: End-of-treatment ctDNA predicts relapse and survival in diffuse large B-cell lymphoma.
Chandani, Kanishka Uttam, Sidhu, Sukhmani, Haldule, Saloni , Ganguly, Arup, Sharma, Ashish , Kumar, Harendra

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

10.1200/jco.2026.44.16_suppl.e19116 Get It

e19116 Background: PET/CT is the primary end-of-treatment (EOT) evaluation for diffuse large B-cell lymphoma (DLBCL); yet, false positives and insufficient prognostic clarity continue to be significant problems. Circulating tumor DNA (ctDNA)-based minimum residual disease (MRD) provides a tumor-informed, noninvasive way to assess recurrence risk. Methods: We used the MEDLINE, Embase, CENTRAL, and Web of Science databases to perform a systematic review and meta-analysis in accordance with PRISMA 2020 guidelines. DLBCL cohorts with end-of-treatment ctDNA-MRD status and survival outcomes were considered eligible research. The key outcome measures were progression-free survival (PFS) and overall survival (OS). Random-effects models calculated hazard ratios (HRs) and measured heterogeneity using I². Results: Eleven trials with 1,247 participants were included. Individuals with ctDNA-MRD had significantly worse progression-free survival (PFS) (pooled HR 5.48, 95% CI 3.96-7.58; I² = 42%) and overall survival (OS) (pooled HR 4.21, 95% CI 2.71-6.54; I² = 36%) compared to those without MRD. In MRD-positive patients, the 24-month recurrence rate was 68% compared to 14% in MRD-negative patients (absolute difference 54%, p < 0.001), with ctDNA indicating return 4.2 months before clinical advancement. In studies reporting combined PET/CT, ctDNA-MRD showed superior predictive performance, with a higher positive predictive value (79% vs 41%) and negative predictive value (92% vs 78%) compared to PET positivity. Conclusions: End-of-treatment ctDNA-MRD is a strong predictor of DLBCL recurrence and survival, outperforming PET/CT for risk classification. Integrating ctDNA-MRD into post-therapy assessments may allow for early intervention and reduce the number of unnecessary biopsies. Clinical Takeaway: ctDNA-MRD at EOT identifies high-risk DLBCL patients missed by imaging and supports precision-guided post-remission management.
National trends and racial disparities in diffuse large B-cell lymphoma mortality in the United States, 1999–2023.
Chandani, Kanishka Uttam, Sidhu, Sukhmani, Haldule, Saloni , Challa, Pavan, Kumar, Harendra , Sharma, Ashish

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

10.1200/jco.2026.44.16_suppl.e19092 Get It

e19092 Background: Advances in immunochemotherapy and cellular treatment have improved outcomes for diffuse large B-cell lymphoma (DLBCL), but the population-level effect and equity of benefit are unclear. Understanding mortality trends and inequality is critical to developing targeted medicines. Methods: We used ICD-10 codes to assess DLBCL mortality from the CDC WONDER Multiple Causes of Death data (1999-2023). The age-adjusted mortality rates (AAMR) per 100,000 were calculated using the 2000 US standard population. Trends were assessed using Joinpoint regression to calculate annual percent change (APC) and average annual percent change (AAPC). Mortality was broken out by gender, race/ethnicity, age group, US Census area, and urban-rural categorization. Results: From 1999 to 2023, the national AAMR for DLBCL decreased from 3.8 to 2.5 per 100,000 (AAPC -2.1%) (p < 0.001). Non-Hispanic White patients saw the greatest decline (AAPC -2.5%), followed by non-Hispanic Black patients (AAPC -1.2%), resulting in increasing racial inequalities (rate ratio Black:White 1.35 in 2023 vs. 1.18 in 1999). Urban areas had much larger mortality decreases than rural areas (AAPC −2.3% versus −1.1%). Regional disparities were clear, with rates typically higher in the Southeast and Midwest. Inflection points were identified in 2006 and 2012, coinciding with widespread use of rituximab-based therapy and better availability of second-line medications. Conclusions: Although DLBCL mortality has decreased throughout the US over the last two decades, progress has been patchy, with significant racial and regional differences. Clinical Takeaway: Targeted interventions addressing access to therapy and early detection in high-risk populations are needed to close persistent DLBCL outcome gaps.
ctDNA versus PET/CT at end of treatment in large B-cell lymphoma: A diagnostic accuracy meta-analysis.
Chandani, Kanishka Uttam, Sidhu, Sukhmani, Haldule, Saloni , Ganguly, Arup, Sharma, Ashish , Kumar, Harendra

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

10.1200/jco.2026.44.16_suppl.e19090 Get It

e19090 Background: PET/CT remains crucial for end-of-treatment (EOT) evaluation in large B-cell lymphoma (LBCL), but low specificity results in unnecessary biopsies and patient discomfort. Circulating tumor DNA (ctDNA)-based minimum residual illness (MRD) may aid in the identification of actual residual sickness. Methods: We conducted a systematic review and meta-analysis of diagnostic accuracy using MEDLINE, Embase, CENTRAL, and Scopus. Eligible studies compared EOT ctDNA-MRD to PET/CT with verified recurrence or long-term remission. The outcomes were sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV). The study's quality was rated using the QUADAS-2 scale. A bivariate random-effects model combined sensitivity and specificity, yielding hierarchical summary receiver operating characteristic (HSROC) curves. Results: Nine studies with a total of 932 participants were included. ctDNA-MRD showed higher specificity (92%, 95% CI 88-95%) and PPV (81%, 95% CI 73-88%) than PET/CT (specificity 68%, 95% CI 60-75%; PPV 46%, 95% CI 38-55%), while maintaining similar sensitivity. The negative predictive value for ctDNA was higher (91%, 95% CI 86-95%) than for PET (79%, 95% CI 72-85%). Combined PET+ctDNA techniques had the highest diagnostic odds ratio and fewer false positives. The results were similar across Deauville criteria and testing systems. Conclusions: ctDNA-MRD has higher specificity and predictive value than PET/CT at EOT in LBCL and significantly improves risk categorization whether used alone or in conjunction with imaging. Clinical Takeaway: Incorporating ctDNA-MRD into EOT assessment can reduce unnecessary biopsies and enable more accurate, confidence-based post-treatment decision-making.
Impact of anemia on real-world outcomes in myelofibrosis: A propensity-matched analysis.
Chandani, Kanishka Uttam, Thukral, Jatin, Shah, Riya, Tajiknia, Vida , Moudgil, Pyush, Gopu, Sooraj Srirangadhamu , Thukral, Nikhil, Lussier, Amanda, Kondapally, Apoorva, Salunke, Juhi R., Yanamaladoddi, Vishnu, Khan, Muhammad Ali, Ilyas, Usman , Monick, Sarah, Palmer, Jeanne , Thukral, Jatin, Sharma, Ashish , Salunke, Juhi , Yanamaladoddi, Vishnu R. , Nadeem, Ahmed

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

10.1200/jco.2026.44.16_suppl.e18609 Get It

e18609 Background: Anemia is a frequent complication of myelofibrosis (MF) and is embedded in widely used prognostic systems, yet contemporary real-world estimates of its association with long-term survival and leukemic transformation remain limited. We evaluated the impact of baseline anemia (hemoglobin [Hb] <10 g/dL) on overall survival (OS) and risk of transformation to acute myeloid leukemia (AML) in adults with MF. Methods: We performed a retrospective cohort study using the TriNetX Research Network, identifying adults (≥18 years) with myelofibrosis and stratifying them by anemia status at index (Hb <10 g/dL). Patients with the outcome of interest prior to each analytic window were excluded. To minimize confounding, cohorts were 1:1 propensity score–matched using nearest-neighbor matching with a caliper of 0.1 pooled standard deviations of the logit of the propensity score, adjusting for demographic factors, comorbidities, iron supplementation, leukocyte count, and platelet count. Balance was assessed using standardized mean differences <0.1. The primary outcome was all-cause mortality and the secondary outcome was transformation to AML, assessed at 1, 3, and 5 years. Risk estimates were calculated, and survival analyses were performed using Kaplan–Meier curves and Cox proportional hazards models, with statistical significance defined as a two-sided p<0.05. Results: After matching, 18,504 patients with MF were identified, of which 51.6% were females and 48.3% were males. The mortality rate in patients with anemia was higher than in those without at years 1, 3, and 5: 21.4%, 33.2%, and 39%, respectively, versus 5.4%, 12%, and 16.9%, respectively. The prevalence of transformation to AML was also higher in patients with anemia at 3.7%, 4.9%, and 5.3% at years 1, 3, and 5, respectively, versus 0.1%, 0.3%, and 0.4% in patients without anemia at those same time points. The HR for mortality in MF patients with anemia when compared to those without anemia at years 1, 3, 5 was statistically significant at 4.57 (95% CI 4.14-5.05, log-rank p<0.01), 3.51 (95% CI 3.28-3.76, log-rank p<0.01), and 3.04 (95% CI 2.87-3.23, log-rank p<0.01) respectively. The HR for transformation to AML in patients with MF with anemia versus those without anemia was statistically significant at years 1, 3 and 5, with HRs of 34.96 (95% CI 19.17-63.75, log-rank p<0.01) 20.75 (95% CI 13.97-30.83, log-rank p<0.01) and 17.07 (95% CI 12.11-24.07, log-rank p<0.01), respectively. Conclusions: In this large, propensity-matched real-world EHR analysis, baseline Hb <10 g/dL was associated with substantially worse OS and a markedly higher risk of AML transformation through 5 years. These findings support anemia as a pragmatic risk marker to inform risk-adapted monitoring, supportive care, and therapeutic decision-making in MF.
Impact of leukocytosis on outcomes in patients with myelofibrosis: A propensity-matched analysis.
Chandani, Kanishka Uttam, Thukral, Jatin, Shah, Riya, Tajiknia, Vida , Moudgil, Pyush, Gopu, Sooraj Srirangadhamu , Lussier, Amanda, Zamora, Diana, Keerti, Akshaya, Kondapally, Apoorva, Ilyas, Usman , Monick, Sarah, Yanamaladoddi, Vishnu, Khan, Muhammad Ali, Palmer, Jeanne , Thukral, Jatin, Sharma, Ashish , Yanamaladoddi, Vishnu R.

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

10.1200/jco.2026.44.16_suppl.e18608 Get It

e18608 Background: Myelofibrosis (MF) is a myeloproliferative neoplasm (MPN) that is characterized by bone marrow fibrosis and inefficient hematopoiesis, leading to extramedullary hematopoiesis. Leukocytosis, a common disease manifestation and a minor criterion for the diagnosis of MF, has been associated with poorer clinical outcomes. This study evaluates the long term impact of leukocytosis on clinical outcomes at different time points in the real-world population of patients with MF. Methods: We conducted a retrospective cohort study using de-identified EHR data from the TriNetX Global Federated Health Research Network. Adults (≥18 years) with myelofibrosis were identified using ICD-10 and ICD-O-3 codes and stratified into leukocytosis (WBC ≥25.0 ×10³/µL; L+) and non-leukocytosis (L−) cohorts at the index diagnosis. Patients with prior or current hematopoietic stem cell transplantation were excluded. Cohorts were propensity score–matched 1:1 for demographics, comorbidities, and baseline laboratory values. Outcomes at 1, 3, and 5 years included all-cause mortality, pulmonary embolism, venous thromboembolism, and transformation to acute myeloid leukemia, with hazard ratios estimated using Cox proportional hazards models. Results: After matching, 13237 patients with MF were identified, of whom 52.12% were male, and 47.8% were female. The mean age in L+ and L- was 66.5 +/- 16.6 years and 68.1 +/- 15.5 years, respectively. The mean hemoglobin in L+ was 10.9+/- 2.8 g/dL, and in L- was 12.9+/- 2.3 g/dL. The mean platelet count in L+ was 303.4+/- 294.9 and in L- was 239.5+/- 151.4 ×10³/µL. HR for all-cause mortality in L+ when compared to L- at years 1, 3, and 5 were statistically significant at 4.079 (95% CI 3.691-4.508), 3.215 (95% CI 2.982-3.466), and 2.787 (95% CI 2.608-2.978), respectively, with log-rank p < 0.01. The HR for PE in L+ when compared to L- was statistically significant at years 1, 3, and 5 at 2.014 (95% CI 1.455-2.787), 1.883 (95% CI 1.451-2.787) and 1.659 (95% CI 1.318-2.088) with log-rank p<0.01. HR for VTE in L+ when compared to L- was statistically significant at years 1, 3, and 5 at 2.501 (95% CI 1.937-3 .229), 1.802 (95% CI 1.491-2.178), and 1.561 (95% CI 1.32-1.847) with log-rank p<0.01. Risk of transformation to AML in L+ when compared to L- at years 1, 3, and 5 was significant with HRs being 9.806 (95% CI 6.575-14.627), 8.823 (95% CI 6.334-12.29), 9.371 (95% CI 6.813-12.891) with log-rank p<0.01. Conclusions: In this large real-world, propensity-matched cohort, leukocytosis in myelofibrosis was associated with significantly higher risks of all-cause mortality, thromboembolic events, and transformation to acute myeloid leukemia across 1-, 3-, and 5-year time points. These findings underscore leukocytosis as a powerful adverse prognostic marker in MF and highlight the need for closer surveillance and risk-adapted therapeutic strategies in this high-risk population.
Predictors of fibrotic progression in myeloproliferative neoplasms: A real-world retrospective cohort study.
Khan, Muhammad Ali, Ayub, Umair , Chandani, Kanishka Uttam, Foran, James M., Begna, Kebede, Al-Kali, Aref, Rivera, Candido, Pardanani, Animesh , Gangat, Naseema, Tefferi, Ayalew, Palmer, Jeanne , Foran, James M. , Al‐Kali, Aref , Gangat, Naseema , Tefferi, Ayalew , Riaz, Irbaz Bin

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

10.1200/jco.2026.44.16_suppl.e18607 Get It

e18607 Background: Progression to myelofibrosis (MF) is associated with worse survival and influences treatment decisions, yet predictors of fibrotic progression in polycythemia vera (PV) and essential thrombocythemia (ET) remain poorly characterized. Methods: Patients with pathologically confirmed PV or ET were identified from a retrospective chart review. Demographics (age, sex, race, ethnicity), clinical features (thrombosis and bleeding history, performance status, symptom burden, organomegaly), bone marrow pathology (cellularity, trilineage hematopoiesis, megakaryocyte proliferation and atypia, fibrosis grade), molecular markers ( JAK2 , CALR , MPL , ASXL1 , EZH2 , TET2 , SRSF2 , IDH1/2 , SF3B1 , TP53 ), cytogenetics, laboratory values, and treatment history (phlebotomy, hydroxyurea, interferon, ruxolitinib) at first bone marrow biopsy were recorded. MF progression was defined as hematologist-confirmed transformation to MF. Kaplan-Meier analyses estimated median MF-free survival (MFS), defined as time to MF progression or death. Univariable followed by multivariable Cox proportional regression were performed to identify candidate MFS predictors. The proportional hazards assumption was assessed using Schoenfeld residuals. Hazard ratios (HR) with 95% confidence intervals (CI) were computed, with p<0.05 indicating statistical significance. Results: A total of 505 PV and 198 ET patients were identified. The majority were White (PV: 92%; ET: 86%). PV patients were predominantly male (54%) whereas ET patients were predominantly female (66%). MF progression occurred in 160 (32%) PV and 32 (16%) ET patients. Death was observed in 139 (28%) PV and 10 (5%) ET patients. Median MFS was 158.5 months (95% CI: 143.0-183.0) for PV and 308.0 months (95% CI: 175.0-NR) for ET. In PV, older age at diagnosis (HR 1.04; 95% CI: 1.02-1.07; p<0.001) and shorter time since PV or ET diagnosis to biopsy (HR 0.995; 95% CI: 0.990-0.999; p=0.048) independently predicted worse MFS. In ET, bone marrow hypercellularity (HR 5.67, 95% CI: 1.40-23.0, p=0.015) independently predicted worse MFS. Conclusions: PV patients demonstrated shorter MFS compared to ET. Older age at diagnosis in PV, whereas bone marrow hypercellularity in ET was significantly associated with fibrotic progression or death. Active surveillance of at-risk patients may facilitate early detection and timely treatment initiation. Disease Variable HR (95%CI) P-value PV Age at diagnosis 1.04 (1.02-1.07) <0.001 Time since PV or ET diagnosis to biopsy 0.995 (0.990-0.999) 0.048 ET Bone marrow hypercellularity 5.67 (1.40-23.0) 0.015
Hydroxyurea use and thrombotic outcomes in myelofibrosis patients with leukocytosis: A propensity-matched real-world analysis.
Zamora, Diana, Chandani, Kanishka Uttam, Thukral, Jatin, Shah, Riya Kaushal, Tajiknia, Vida , Moudgil, Pyush, Gopu, Sooraj Srirangadhamu , Thukral, Nikhil, Keerti, Akshaya, Lussier, Amanda, Kondapally, Apoorva, Ilyas, Usman , Khan, Muhammad Ali, Yanamaladoddi, Vishnu, Monick, Sarah, Palmer, Jeanne , Thukral, Jatin, Sharma, Ashish , Yanamaladoddi, Vishnu R. , Nadeem, Ahmed

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

10.1200/jco.2026.44.16_suppl.e18605 Get It

e18605 Background: Patients with myelofibrosis (MF), especially those with marked leukocytosis, face increased risk for thrombotic complications such as pulmonary embolism (PE) and venous thromboembolism (VTE). Hydroxyurea (HU) is often used to control blood counts. However, evidence for HU reducing thrombotic events in MF is limited, and contemporary real-world data on its impact in MF populations with significant leukocytosis remain sparse. Methods: We conducted a retrospective cohort study using the TriNetX research network. Adult patients with MF and leukocytosis (white blood cell count ≥25×10⁹/L) were identified. Patients with prior allogeneic hematopoietic stem cell transplantation were excluded. HU-exposed patients were compared with non-exposed patients using 1:1 propensity score matching. Matching criteria included age, sex, race, comorbidities, and baseline laboratory values when available. The study included 3,590 patients (1,795 per cohort). Primary outcomes were time to PE and VTE at 1, 3, and 5 years. Hazard ratios (HR) with 95% confidence intervals (CI) were estimated using Cox proportional hazards models. Results: In the propensity-matched cohort, HU exposure was not associated with a statistically significant reduction in thrombotic events. For PE, hazard ratios were numerically higher in the HU-exposed group at 1 year (1.5% vs 1.0%; HR 1.40, 95% CI 0.76–2.56; p=0.278) and 3 years (2.2% vs 1.8%; HR 1.29, 95% CI 0.80–2.08; p=0.289), with a modest increase observed at 5 years (2.8% vs 1.9%; HR 1.57, 95% CI 1.01–2.45; p=0.04). For VTE, no statistically significant differences were observed between HU-exposed and non-exposed patients at any time point (1 year: HR 0.95, 95% CI 0.63–1.44; p=0.821; 3 years: HR 0.97, 95% CI 0.69–1.36; p=0.85; 5 years: HR 1.14, 95% CI 0.84–1.57; p=0.40). Overall, PE and VTE event rates remained low and comparable between cohorts. Conclusions: In this large real-world cohort of patients with myelofibrosis and significant leukocytosis, hydroxyurea exposure was not associated with a statistically significant reduction in thrombotic events, including PE or VTE, over short- or long-term follow-up. Thrombotic event rates were low and generally comparable between hydroxyurea-exposed and non-exposed patients, with no consistent pattern suggesting a protective effect of cytoreductive therapy. Although a modest increase in PE risk was observed at 5 years, this finding was isolated and lacked a consistent temporal pattern, limiting its clinical interpretability. These findings suggest that the role of hydroxyurea in modifying thrombotic risk among MF patients with leukocytosis remains uncertain and highlight the need for individualized treatment decisions and further studies to better define its impact on thrombotic outcomes in this population.
Albumin–bilirubin index as a determinant of short- and long-term outcomes after locoregional therapy for hepatocellular carcinoma: A real-world propensity-matched analysis.
Tajiknia, Vida , Thukral, Jatin, Chandani, Kanishka Uttam, Gopu, Sooraj Srirangadhamu , Abdalla, Ahmad, Shah, Riya Kaushal, Thukral, Jatin, Nadeem, Ahmed

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

10.1200/jco.2026.44.16_suppl.e16304 Get It

e16304 Background: Hepatic reserve is a critical determinant of outcomes in hepatocellular carcinoma (HCC), yet traditional scoring systems such as MELD are frequently unavailable or underpowered in real-world datasets. The albumin–bilirubin index (ALBI) is a validated, objective measure of liver function derived from routine laboratory values and has emerged as a pragmatic alternative for risk stratification. However, the impact of ALBI on longitudinal outcomes following locoregional therapy (LRT) for HCC in routine clinical practice remains incompletely characterized. Methods: We performed a retrospective cohort study using TriNetX to identify adults with HCC treated with locoregional therapies (transarterial chemoembolization, yttrium-90 radioembolization, stereotactic body radiation therapy, or thermal ablation). Hepatic reserve was assessed using an albumin–bilirubin–based definition with labs within 30 days pre-therapy. Low ALBI (preserved function) was defined as albumin ≥3.5 g/dL and bilirubin ≤2.0 mg/dL, and high ALBI (impaired function) as albumin < 3.5 g/dL or bilirubin > 2.0 mg/dL. Propensity score matching (1:1) balanced demographics and comorbidities. Outcomes at 6 months, 1, 3, and 5 years included mortality, hepatic failure, ascites, portal hypertension, and esophageal varices. RD, RR, OR, and HR with 95% CIs were reported. Results: After matching, 509 patients were included in each ALBI group. High ALBI was consistently associated with significantly worse outcomes across all time points. Overall mortality was higher in the high-ALBI group at 6 months (19.6% vs 8.7%), 1 year (31.0% vs 13.9%), 3 years (51.0% vs 28.3%), and 5 years (57.1% vs 35.6%). Corresponding hazard ratios for mortality ranged from 2.32 to 2.65 across time points (all p < 0.05). High ALBI was also associated with substantially increased risks of hepatic failure (5-year RD 23.9%, HR 3.29), ascites (5-year RD 18.5%, HR 2.50), and esophageal varices (5-year RD 8.5%, HR 2.60). These associations persisted from early through long-term follow-up, demonstrating durable prognostic separation by ALBI status. Conclusions: In this large, real-world cohort of HCC patients undergoing locoregional therapy, impaired hepatic reserve as defined by a high albumin–bilirubin index was strongly and consistently associated with worse short- and long-term survival and higher rates of hepatic decompensation. An albumin–bilirubin–based ALBI classification represents a pragmatic and clinically meaningful tool for risk stratification when MELD is unavailable and may inform treatment selection, prognostication, and post-therapy surveillance in routine clinical practice.