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622 citation(s) found for "Uy, Natalie F".

Clinical Implications of Sexual Dimorphism in Gonadal Vein Valves
Hasan, Shaina, Thomas, Olivia J., Öklü, Rahmi , Oklu, Rahmi , Kriegshauser, J. Scott , Langley, Natalie R.

The FASEB Journal | April 16, 2020 | Volume: 34 | Issue: S1 | Pages: 1-1

10.1096/fasebj.2020.34.s1.02625 Get It

The clinical significance of valves within gonadal veins is controversial. In males, the absence of valves in the left testicular vein (compared to the right) has been cited as a potential mechanism for varicocele formation in the pampiniform plexus in the scrotum. In females, ovarian vein valve absence or incompetence may lead to pelvic congestion syndrome, a disputed explanation for pelvic, abdominal, and/or flank pain of unknown etiology. One study suggests that females have incompetent valves in dilated veins more frequently than males due to past pregnancies. Furthermore, inconsistencies exist in the reported incidence of gonadal vein valves, though pelvic insufficiency is more thoroughly documented and diagnosed in males than in females. This study assesses the presence, number, and location of gonadal vein valves in male and females. The right and left gonadal veins were evaluated in 13 embalmed cadavers (7 males, 6 females; mean age = 86.3 +/− 6.2 years). Twenty‐four veins were available for dissection; two veins were lost to dissection and therefore omitted. The veins were dissected from the ovary (females) or deep inguinal ring (males) to the point of drainage into the inferior vena cava (right gonadal vein) or left renal vein (left gonadal vein). The veins were incised along the entire length of this course, and the number and location of valves was noted and photographed. Anatomical variation and pathological dilation in the vasculature was also documented. A total of 8 valves were found among the 24 dissections. Valves were present in four of the six females (67%) compared to one out of seven males (14%). The valve in the male was located in the left gonadal vein; the bilateral distribution in females was more randomly patterned. The majority of the valves (87.5%) in females were located distally, adjacent to the ovary, while a single valve was located adjacent to the left renal vein confluence. No dilation was noted in any of the specimens. The male population in this study had a lower incidence of gonadal vein valves than in previous studies. However, the number of valves in female gonadal veins was considerably greater than in males. This finding has not been reported previously, perhaps due to the emphasis on male pelvic congestion as a risk for infertility versus attributing the condition in females to a psychosomatic etiology. The primary limitation of this research is the small sample size. Future work will explore the clinical implications of these preliminary findings in a patient population. Clinical correlation with patients who are suspected or known to suffer from pelvic congestion syndrome may shed further light on the role of gonadal vein valves in vein sufficiency and inform more effective treatment for this poorly understood condition in the female patient population.
Caring for patients with pain during the COVID ‐19 pandemic: consensus recommendations from an international expert panel
Strand, Natalie , Lobo, Clara , Wegener, Jessica, Curtis, Kathryn , Strand, Natalie H , Lobo, Clara , Shanthanna, Harsha , Provenzano, David , Eldabe, Sam S. , Bhatia, Anuj , Cohen, Steven P. , Narouze, Samer

Anaesthesia | April 7, 2020 | Volume: 75 | Issue: 7 | Pages: 935-944

10.1111/anae.15076 | PMID 32259288 Get It

Summary Chronic pain causes significant suffering, limitation of daily activities and reduced quality of life. Infection from COVID ‐19 is responsible for an ongoing pandemic that causes severe acute respiratory syndrome, leading to systemic complications and death. Led by the World Health Organization, healthcare systems across the world are engaged in limiting the spread of infection. As a result, all elective surgical procedures, outpatient procedures and patient visits, including pain management services, have been postponed or cancelled. This has affected the care of chronic pain patients. Most are elderly with multiple comorbidities, which puts them at risk of COVID ‐19 infection. Important considerations that need to be recognised during this pandemic for chronic pain patients include: ensuring continuity of care and pain medications, especially opioids; use of telemedicine; maintaining biopsychosocial management; use of anti‐inflammatory drugs; use of steroids; and prioritising necessary procedural visits. There are no guidelines to inform physicians and healthcare providers engaged in caring for patients with pain during this period of crisis. We assembled an expert panel of pain physicians, psychologists and researchers from North America and Europe to formulate recommendations to guide practice. As the COVID ‐19 situation continues to evolve rapidly, these recommendations are based on the best available evidence and expert opinion at this present time and may need adapting to local workplace policies.
Intraoperative Cardiac Arrest During Adult Liver Transplantation: Incidence and Risk Factor Analysis From 7 Academic Centers in the United States
Smith, Natalie , Zerillo, Jeron , Kim, Sang Jo, Efune, Guy , Pai, Sher‐Lu , Kor, Todd M. , Wetzel, David R., Burton, Kristen K., Fukazawa, Kyota , Hill, Bryan, Spad, Mia-Ashley, Wax, David B., Lin, Hung-Mo, Liu, Xiaoyu , Odeh, Jaffer, Torsher, Laurence C., Kindscher, James D., Mandell, M. Susan , Torsher, Laurence, Pai, Sher-Lu , Wang, Cynthia , Chadha, Ryan , Hall, Michael , Spad, Mia-Ashley, Sakai, Tetsuro , DeMaria, Samuel

Anesthesia & Analgesia | March 13, 2020 | Volume: 132 | Issue: 1 | Pages: 130-139

10.1213/ane.0000000000004734 | PMID 32167977 Get It

Background: Intraoperative cardiac arrest (ICA) has a reported frequency of 1 in 10,000 anesthetics but has a much higher estimated incidence in orthotopic liver transplantation (OLT). Single-center studies of ICA in OLT are limited by small sample size that prohibits multivariable regression analysis of risks. METHODS: Utilizing data from 7 academic medical centers, we performed a retrospective, observational study of 5296 adult liver transplant recipients (18–80 years old) between 2000 and 2017 to identify the rate of ICA, associated risk factors, and outcomes. RESULTS: ICA occurred in 196 cases (3.7% 95% confidence interval [CI], 3.2–4.2) and mortality occurred in 62 patients (1.2%). The intraoperative mortality rate was 31.6% in patients who experienced ICA. In a multivariable generalized linear mixed model, ICA was associated with body mass index (BMI) <20 (odds ratio [OR]: 2.04, 95% CI, 1.05–3.98; P = .0386), BMI ≥40 (2.16 [1.12–4.19]; P = .022), Model for End-Stage Liver Disease (MELD) score: (MELD 30–39: 1.75 [1.09–2.79], P = .02; MELD ≥40: 2.73 [1.53–4.85], P = .001), postreperfusion syndrome (PRS) (3.83 [2.75–5.34], P < .001), living donors (2.13 [1.16–3.89], P = .014), and reoperation (1.87 [1.13–3.11], P = .015). Overall 30-day and 1-year mortality were 4.18% and 11.0%, respectively. After ICA, 30-day and 1-year mortality were 43.9% and 52%, respectively, compared to 2.6% and 9.3% without ICA. CONCLUSIONS: We established a 3.7% incidence of ICA and a 1.2% incidence of intraoperative mortality in liver transplantation and confirmed previously identified risk factors for ICA including BMI, MELD score, PRS, and reoperation and identified new risk factors including living donor and length of surgery in this multicenter retrospective cohort. ICA, while rare, is associated with high intraoperative mortality, and future research must focus on therapy to reduce the incidence of ICA.
ECOG-ACRIN EAA172: Phase 1/2 study of daratumumab, bortezomib, dexamethasone (DVd) with or without venetoclax in relapsed/refractory multiple myeloma (RRMM) with assessment for t(11;14) status.
Jacobus, Susanna , Kumar, Shaji , Weiss, Matthias , Thompson, Michael A. , Janakiram, Murali , Lonial, Sagar , Callander, Natalie S. , Rajkumar, S. Vincent

Journal of Clinical Oncology | March 12, 2020 | Volume: 37 | Issue: 15_suppl | Pages: TPS8052-TPS8052

10.1200/jco.2019.37.15_suppl.tps8052 Get It

TPS8052 Background: The most common translocation in multiple myeloma (MM) is t(11;14)(q13;q32), present in approximately 20% of cases. MM cells with t(11;14) usually have a favorable high BCL-2 level and inferior outcomes compared to standard risk MM. Venetoclax (VEN) is a potent, selective, orally available small-molecule BCL-2 inhibitor that induces cell death in MM cell lines and primary samples. VEN has single agent activity in relapsed/refractory MM (RRMM) with an acceptable safety profile, especially in t(11;14) MM; however, non- t(11;14) MM patients may benefit from single agent VEN and VEN incorporated in multi-agent RRMM regimens. Dexamethasone (d) promotes Bcl-2 dependence in MM resulting in sensitivity to VEN and this combination with bortezomib (Vd-VEN) has an acceptable safety profile with high response rates in heavily pre-treated MM. Combination therapy with daratumumab and bortezomib (DVd) has become a standard of care in RRMM. Our hypotheses are that the addition of VEN will improve upon this standard and be most effective in the t(11;14) positive subset. Methods: Eligibility criteria include RRMM with measurable disease, not bortezomib refractory, platelet count > 100K. t(11;14) is an integral biomarker with status (positive or negative) established at registration. After a Ph1 study to determine the recommended phase 2 VEN dose, patients are randomized to DVd +/- VEN [stratified by prior lines of therapy and R-ISS]. The primary Ph2 objectives are to compare 8-cycle minimal residual disease (MRD) negative rate and to inform the role of t(11;14) as a biomarker. The Ph2 design proposed by Freidlin et al. follows a decision algorithm as outlined in the table below. Simulations were run to establish an optimal sample size given various parameters including biomarker prevalence and power to make appropriate decisions for a Ph3 design. Target Ph2 accrual is 240 patients with a 1/3 positive:2/3 negative t(11;14) split. Clinical trial information: NCT03701321. [Table: see text]
Strategies to overcome barriers to accrual (BtA) to NCI-sponsored clinical trials: A project of the NCI-Myeloma Steering Committee Accrual Working Group (NCI-MYSC AWG).
Weiss, Matthias , Little, Richard F. , Jacobus, Susanna , Abonour, Rafat , Barlogie, Bart , Gorak, Edward J., Matous, Jeffrey, Mills, Glenn, Kane, Robert C., Katz, Michael , Jensen, LeeAnn, Omel, James, Richardson, Paul G. , Munshi, Nikhil C. , Gertz, Morie A. , Rajkumar, S. Vincent , Anderson, Kenneth C. , Callander, Natalie S. , Orlowski, Robert Z. , Richardson, Paul Gerard Guy

Journal of Clinical Oncology | March 12, 2020 | Volume: 31 | Issue: 15_suppl | Pages: 8592-8592

10.1200/jco.2013.31.15_suppl.8592 Get It

8592 Background: Accrual to NCI clinical trials(CT)is often slower than planned at times mandating premature closure resulting in loss of valuable resources and delay of scientific progress. Methods: The NCI-MYSC AWG identified 10 potential BtA. SWOG, ECOG and Alliance investigators were queried and agreed that these barriers impede accrual (results stratified for academic and community sites). The MYSC AWG developed in collaboration with NCI and FDA strategies to overcome these barriers. Results: Strategies listed for the 3 most often cited BtA: 1. Reimbursement for CT related expenses:increase awareness of improved reimbursement for phase II CT; tailor reimbursement according to CT complexity; request funds from industry and other sources ( http://biqsfp.cancer.gov ) for qualifying ancillary CT components. 2. Spectrum of available treatment options influences CT participation: educate patients and providers about the significance of a new CT using social media, presentations at national meetings and by adding educational material to CT protocol; encourage opinion leaders and advocacy groups not to promote a new therapy as “standard” in the absence of phase III data. 3. Requirement of CT specific therapy at NCI designated sites only: “MYSC AWG Drug Administration Table” describes NCI/FDA approved rules for CT specific drug administration; CT protocol will outline which standard treatment components of a CT can be administered at any site as long as protocol specific guidelines are followed and conduct is supervised by enrolling investigator. Examples of additional strategies to overcome identified BtA: determine feasibility, indication and insurance coverage of CT specific tests during protocol development; discourage narrow eligibility criteria; avoid competing CT; allow up to 1 cycle of commercially available therapy prior to enrollment; CIRB support for phase II CT. Conclusions: The MYSC Accrual Working Group developed in collaboration with NCI and FDA strategies to overcome barriers to myeloma clinical trial accrual. These strategies may be applicable to NCI-sponsored clinical trials evaluating interventions in other diseases.
Evaluation of protocol mandated testing in E4A03, a randomized phase III study of CC-5013 plus dexamethasone versus CC-5013 plus low-dose dexamethasone in multiple myeloma (MM).
Jacobus, Susanna , Weiss, Matthias , Kumar, Shaji , Katz, Michael , Abonour, Rafat , Williams, Michael E., Greipp, Philip R., Group, Eastern Cooperative Oncology, Callander, Natalie S. , Fonseca, Rafaël , Siegel, David S. , Rajkumar, S. Vincent , Group, Eastern Cooperative Oncology

Journal of Clinical Oncology | March 11, 2020 | Volume: 31 | Issue: 15_suppl | Pages: e19517-e19517

10.1200/jco.2013.31.15_suppl.e19517 Get It

e19517 Background: Investigators cite complicated test (T) schedules as barriers to the conduct of clinical trials, especially T that do not contribute to outcome or pt safety. In MM protocols, some T are prone to being done inaccurately (e.g. UPEP, 24 hour urine collections), or are not useful (e.g. uric acid, AST/ALT) in determination of response (R) or safety. These T lead to increased cost, protocol violations, and do not enhance outcome. Methods: We analyzed data submitted for pts on E4A03 to examine frequency of missing data for R T: serum and urine (U) PEP, immunofixation (IFE) bone surveys (BS), and safety labs for C1-4. Results: Table outlines % pts with completed T. Most had T for serum M protein, as well as heme T but serum and U PEP, and IFE dropped off by C4. Other T e.g. uric acid were completed in 77%. Only 79% of pts had a BS repeated at C4. Incorrect or missing U data led to categorization of 16/445 (3.6%) pts as ineligible and was most frequent reason for ineligibility (69%). Missing U data led to 13/26 pts not evaluable. Analysis of SAE during the C1-4 revealed no SAE for hyperuricemia and < 5 SAE for AST/ALT. Only 5% of pts had lab-based SAE filed in 4 C. Conclusions: Required U T and BS to assess R in E4A03 were missing or completed inadequately and caused pts to be ineligible and or not evaluable. Such T need to be eliminated or replaced. Strategies to monitor data submission in real time may reduce subject loss due to T error. The requirement for routine T should be reassessed to create simpler trial design. Clinical trial information: NCT00098475. [Table: see text]
Interferon-α as adjuvant therapy for melanoma: An individual patient data meta-analysis of randomised trials
Wheatley, K., Eggermont, A.M.M., Cascinelli, N., Markovic, S. N. , Lee, S., Suciu, Stefan , Ives, Natalie , Kirkwood, John M. , Hancock, B.

Journal of Clinical Oncology | March 6, 2020 | Volume: 25 | Issue: 18_suppl | Pages: 8526-8526

10.1200/jco.2007.25.18_suppl.8526 Get It

8526 Background: Many randomised trials have evaluated the role of adjuvant interferon-a (IFN) in high-risk melanoma, some suggesting benefit and others not. To assess the totality of current evidence, an individual patient data (IPD) meta-analysis of all available trials was performed. Methods: Standard IPD meta-analysis methods were used to assess event-free (EFS) and overall survival (OS), with odds ratios (OR) and 95% confidence intervals (CI) calculated. Trials were divided by dose of IFN - high (20 MU/m2), intermediate (5–10 MU), low (3 MU) and very low (1 MU). Subgroup analyses by patient age, gender and disease characteristics were also performed. Results: IPD was provided for 10 of 13 reported trials of IFN vs. no IFN (for the other 3 trials published data were used). 6067 patients (IPD available for 85%) were included in the analysis, with over 3,700 and 3,000 events for EFS and OS. There was statistically significant benefit for IFN for both EFS (OR=0.87, CI=0.81–0.93, p=0.00006) and OS (0.9, 0.84–0.97, p=0.008). There was no evidence of differences according to dose (Table 1; trend p>0.1) or duration of IFN. This proportional survival advantage translates into an absolute benefit of about 3% (CI 1%-5%) at 5 years. The effect of IFN did not differ with age, gender, tumor site, Breslow thickness, clinical nodes or disease stage. Only for ulceration was there some evidence of an interaction (p=0.03); patients with ulcerated tumors had greater benefit from IFN (EFS: OR=0.76, OS: OR=0.77) than those with no ulceration (EFS: OR=0.94, OS: OR=0.98). Conclusions: This meta-analysis provides evidence that adjuvant IFN significantly reduces the risk of relapse and improves overall survival, although the absolute survival benefit is relatively small. This analysis does not however, clarify the optimal (high, intermediate or low) dose of IFN. Given the large number of subgroup analyses performed, the apparent increased benefit in patients with ulceration requires confirmation. No significant financial relationships to disclose.
Phase III trial of lenalidomide plus high-dose dexamethasone versus lenalidomide plus low-dose dexamethasone in newly diagnosed multiple myeloma (E4A03): A trial coordinated by the Eastern Cooperative Oncology Group
Jacobus, Susanna , Vesole, David H., Williams, Michael E. , Abonour, Rafat , Rajkumar, S. Vincent , Callander, Natalie S. , Fonseca, Rafaël , Siegel, David S. , Greipp, Patricia T.

Journal of Clinical Oncology | March 6, 2020 | Volume: 25 | Issue: 18_suppl | Pages: LBA8025-LBA8025

10.1200/jco.2007.25.18_suppl.lba8025 Get It

LBA8025 Background: We compared lenalidomide plus high (standard) dose Dex (R+HighD) versus lenalidomide plus low dose Dex (R+LowD) in newly diagnosed MM. Methods: Pts with untreated, symptomatic MM were eligible. Pts in both arms received lenalidomide 25 mg/day PO days 1–21 every 28 days. In addition, pts in the R+HighD arm received Dex 40 mg days 1–4, 9–12, and 17–20 PO every 28 days; pts in the R+LowD arm received Dex 40 mg days 1, 8, 15, and 22 PO every 28 days. The primary null hypothesis was that response rates at 4 months on the 2 arms are equivalent. Planned sample size was 196 eligible pts per arm with one-sided 0.10 Type I and 0.05 Type II error rate. Pre-planned interim analysis is performed by an independent DMC when full information is available on 25%, 50% and 75% of accrual. All analysis were intent to treat. Results: 445 pts (median age, 65 yrs) were accrued; 223 randomized to R+HighD, 222 to R+LowD. Arms were well balanced for age, gender, stage, bone lesions, hemoglobin, beta-2 microglobulin, performance status, bone marrow plasma cells, and M protein levels at baseline. Major grade 3 or higher toxicities included thromboembolism (22.1% with R+HighD vs 6.1% in R+LowD), infection/pneumonia (15.7% vs 7.5%) and hyperglycemia (9.7% vs 6.6%). Grade 3 or higher non-hematologic toxicities occurred in 65.9% (R+HighD) versus 54.9% (R+LowD) respectively; corresponding grade 4 or higher rates were 20.3% vs 13.1% respectively. Overall survival (OS) at first interim analysis was significantly superior with R+LowD, P<0.001; one year survival 96.5% (R+LowD) versus 86% (Rev+HighD). OS differences in favor of R+LowD were seen in pts <65 (P=0.015; one year rate 98% vs 90%) and pts 65 and older (P=0.004; one year rate 95% vs 83%), respectively. DMC recommended release of survival results, and recommended switching all pts to R+LowD. DMC also recommended closure of an expansion phase trial of R+HighD investigating optimal thromboprophylaxis. Conclusions: Lenalidomide plus low-dose dexamethasone is associated with superior OS compared to lenalidomide plus high-dose dexamethasone. This study has major implications for future use of high-dose dexamethasone in the treatment of MM. No significant financial relationships to disclose.
Prospects for improved glomerular filtration rate estimation based on creatinine—results from a transnational multicentre study
Björk, Jonas , Courbebaisse, Marie , Couzi, Lionel , Dalton, R. Neil, Dubourg, Laurence , Ebert, Natalie , Gaillard, F. , Grubb, Anders , Hansson, Magnus , Jacquemont, Lola, Lamb, Edmund J. , Legendre, Christophe , Littmann, Karin , Mariat, Christophe , Melsom, Toralf , Schäeffner, Elke , Sundin, Per‐Ola , Åkesson, Anna , Delanaye, Pierre , Pottel, Hans , Gaillard, Francois , Rostaing, Lionel , Sundin, Per-Ola , Turner, Stephen , Delanaye, Pierre , Grubb, Anders , Schaeffner, Elke , Ebert, Natalie , Björk, Jonas , Nyman, Ulf , Eriksen, Björn O. , Garrouste, Cyril , Jones, Ian Lloyd , Kamar, Nassim , Rule, Andrew D. , Turner, Stephen T.

Clinical Kidney Journal | March 6, 2020 | Volume: 13 | Issue: 4 | Pages: 674-683

10.1093/ckj/sfaa039 | PMID 32905314 Get It

Abstract Background The Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI) creatinine equation is routinely used to assess renal function but exhibits varying accuracy depending on patient characteristics and clinical presentation. The overall aim of the present study was to assess if and to what extent glomerular filtration rate (GFR) estimation based on creatinine can be improved. Methods In a cross-sectional analysis covering the years 2003–17, CKD-EPI was validated against measured GFR (mGFR; using various tracer methods) in patients with high likelihood of chronic kidney disease (CKD; five CKD cohorts, n = 8365) and in patients with low likelihood of CKD (six community cohorts, n = 6759). Comparisons were made with the Lund–Malmö revised equation (LMR) and the Full Age Spectrum equation. Results 7In patients aged 18–39 years old, CKD-EPI overestimated GFR with 5.0–16 mL/min/1.73 m2 in median in both cohort types at mGFR levels &lt;120 mL/min/1.73 m2. LMR had greater accuracy than CKD-EPI in the CKD cohorts (P30, the percentage of estimated GFR within 30% of mGFR, 83.5% versus 76.6%). CKD-EPI was generally the most accurate equation in the community cohorts, but all three equations reached P30 above the Kidney Disease Outcomes Quality Initiative benchmark of 90%. Conclusions None of the evaluated equations made optimal use of available data. Prospects for improved GFR estimation procedures based on creatinine exist, particularly in young adults and in settings where patients with suspected or manifest CKD are investigated.
Novel Prognostic Scoring System for Autologous Hematopoietic Cell Transplantation (AHCT) in Multiple Myeloma (MM)
Dhakal, Binod , Fraser, Raphael , Gahvari, Zhubin, Hall, Aric C. , Dávila, Omar, Kumar, Shaji , Shah, Nina , Qazilbash, Muzaffar H. , Dhakal, Binod , Callander, Natalie S. , Chhabra, Saurabh , D’Souza, Anita , Hari, Parameswaran

Blood | February 14, 2020 | Volume: 134 | Issue: Supplement_1 | Pages: 783-783

10.1182/blood-2019-126646 Get It

Background: Novel agent induction and AHCT remains the preferred initial therapeutic strategy for transplant-eligible MM patients. Current prognostic tools in MM focus solely on disease-specific factors at diagnosis to determine patient prognosis-International Staging System (ISS) and revised-ISS (R-ISS). A major limitation to both, the ISS and R-ISS, is that they are not specific for HCT-eligible patients and do not take into account other patient factors that may enter into a decision to pursue AHCT. The data used to generate these staging systems were from broad populations with varying upfront treatment strategies and included patients who were ineligible for intensive therapy. Additionally, there is considerable interest in identifying the population that relapses early despite modern induction/AHCT approaches who are candidates for novel approaches for maintenance/consolidation. To address these problems, we used data from the Center for Blood and Marrow Transplant Research (CIBMTR) registry to identify disease-, patient-, and transplantation-specific variables that are associated with progression-free survival (PFS) in patients undergoing upfront AHCT (within 12 months of diagnosis). Methods: We used the outcomes of 2528 MM patients undergoing upfront AHCT from 2008-2017 reported to the CIBMTR. Patients were divided into training and validation sets with a 50% random split. High risk cytogenetics was defined as the presence of one or more of the following: t(4;14), t (14;16), t (14;20), del 13q, del 17p, 1q gain, or 1p deletion. We used a Cox multivariable model to identify factors prognostic of progression free survival (PFS) in a training subset. The regression coefficients of the final model was transformed into a risk score with an appropriate transformation. A weighted score using these factors was assigned to the training cohort (n = 917) and validation cohort (n=897) using subset that had all values that entered the final model. Kaplan-Meier estimates of the individual scores were used to classify patients into risk groups for both cohorts. Results: Baseline characteristics of these patients are shown in Table 1. No cytogenetic abnormality, VRD induction, pre-AHCT bone marrow plasma cells (BMPCs) &lt;10% and 1 line of induction chemotherapy were assigned 0 points. Pre-AHCT BMPCs ≥10% (hazard ratio HR, 1.47; 95% CI, 1.19-1.83), use of ≥2 lines of induction chemotherapy prior to AHCT (HR 1.32; 95% CI 1.06-1.64), standard cytogenetic risk vs. no abnormality (HR 1.41; 95% CI 1.13-1.77) and induction regimens (non-VRD regimens vs. VRD) (HR 1.4, 95% CI 1.17-1.74) were associated with increased hazard of progression and assigned 1 point in the scoring system. Presence of high-risk cytogenetics vs. no abnormality (HR 1.87; 95% CI 1.45-2.42) was assigned 2 points, and the use of thalidomide and dexamethasone (TD) as an induction regimen (HR 2.19; 95% CI 1.48-3.2) was assigned 3 points. A two-category system was created based on the scoring: low risk (0-3) and high risk (4-6). The scoring system was prognostic for PFS when applied to both cohorts. High-risk group was found to have significantly higher risk of progression and/or death compared to low risk in training (HR 2.2; 95% CI 1.74-2.86; p&lt;0.0001) and validation cohort (HR 1.7, 95% CI 1.30-2.22; p=0.0001) respectively (Table 2). The 3-year PFS in the training cohort was 60% (95% CI 56%-64%) in low risk and 27% (95% CI 17%- 36%) in high risk while in the validation cohort was 51% (95% CI 47%-55%) in low risk and 28% (95% CI 16%- 39%) in high risk (Figure 1A and 1B). Conclusions: We describe a prognostic model specifically for patients undergoing upfront AHCT in MM which can identify patients at very high risk for early relapse/progression. These patients should be ideal candidates for studies of immunotherapy or other interventions after AHCT aimed at reducing relapse. Disclosures Dhakal: Sanofi: Membership on an entity's Board of Directors or advisory committees; Janssen: Membership on an entity's Board of Directors or advisory committees; Amgen: Membership on an entity's Board of Directors or advisory committees, Research Funding; Celgene: Honoraria; Takeda: Membership on an entity's Board of Directors or advisory committees. Kumar:Celgene: Consultancy, Research Funding; Janssen: Consultancy, Research Funding; Takeda: Research Funding. Shah:Genentech, Seattle Genetics, Oncopeptides, Karoypharm, Surface Oncology, Precision biosciences GSK, Nektar, Amgen, Indapta Therapeutics, Sanofi: Membership on an entity's Board of Directors or advisory committees; Bristol-Myers Squibb: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees; Amgen: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees; Nkarta: Consultancy, Membership on an entity's Board of Directors or advisory committees; Kite: Consultancy, Membership on an entity's Board of Directors or advisory committees; Teneobio: Consultancy, Membership on an entity's Board of Directors or advisory committees; University of California, San Francisco: Employment; Poseida: Research Funding; Indapta Therapeutics: Equity Ownership; Celgene, Janssen, Bluebird Bio, Sutro Biopharma: Research Funding. Qazilbash:Amgen: Consultancy, Other: Advisory Board; Autolus: Consultancy; Bioclinical: Consultancy; Genzyme: Other: Speaker. D'Souza:EDO-Mundapharma, Merck, Prothena, Sanofi, TeneoBio: Research Funding; Prothena: Consultancy; Pfizer, Imbrium, Akcea: Membership on an entity's Board of Directors or advisory committees. Hari:AbbVie: Consultancy, Honoraria; Cell Vault: Equity Ownership; Sanofi: Honoraria, Research Funding; Spectrum: Consultancy, Research Funding; Amgen: Research Funding; Kite: Consultancy, Honoraria; Janssen: Consultancy, Honoraria; BMS: Consultancy, Research Funding; Takeda: Consultancy, Honoraria, Research Funding; Celgene: Consultancy, Honoraria, Research Funding.