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Can Nutrition Improve Quality of Live and Outcomes in Myeloma?
Living Well with Myeloma – Can Nutrition Improve Quality of Life and Outcomes in Myeloma? Urvi A. Shah, MD Assistant Attending, Myeloma Service
@UrviShahMD October 12, 2023
© 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
Disclosures Research Funding (to institution)
Honoraria
Celgene/BMS
MJH Life Sciences
Janssen
Janssen ACCC
Advisory Board
MashUpMD
Janssen
RedMedEd
BMS
i3Health
Sanofi Medical Advisory Board (uncompensated) Plant Powered Metro New York
© 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
@UrviShahM D
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My Background Grant Medical College, Mumbai
Tufts Medical Center, Boston
Montefiore Medical Center, New York
Memorial Sloan Kettering Cancer Center, New York
© 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
@UrviShahM D
Nutrition Intervention (NUTRIVENTION) Research at MSK Research program at MSK to study nutrition, microbiome and metabolism in myeloma.
© 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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Outline Lifestyle Considerations for Quality of Life Comorbidities Lifestyle Research and its Implementation in Plasma Cell Disorders is an unmet need
• Obesity • Diabetes Mellitus • Cardiovascular disease • Renal disease
Nutrition Research • Dietary Patterns • Interventional Trials – NUTRIVENTION
Practical Nutrition Tips Some Myths
• Microbiome
Kim et al BMJ NPH 2021 © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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Patients with myeloma are living longer than ever before
There is an opportunity to improve outcomes and quality of life further with dietary and lifestyle interventions.
Shah UA, Mailankody S. BMJ 2020 © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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Healthy Lifestyle and Genetic Risk in Colorectal Cancer UK Biobank Cohort 346,297 participants 2066 colorectal cancer cases Healthy Lifestyle Score (sum of body fat, physical activity, sedentary time, diet, alcohol, smoking) Polygenic Risk Score (genetic risk score) Healthier lifestyle associated with reduced risk of colorectal cancer High genetic risk patients could benefit more from lifestyle modification than those in low genetic risk
Choi et al AJCN 2021 © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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66-year-old male with multiple myeloma Past Medical History
• Kidney stone
Coronary Artery Disease
• Hyperthyroidism
Atrial fibrillation
• Multifocal pneumonia
Neuropathy
• Type 2 DM
Hypertension
• Congestive heart failure
Hyperlipidemia
• Preglaucoma
Stroke with weakness in wheelchair
• left lower lymphedema from CABG.
Deep vein thrombosis Sleep apnea
Past Surgical History
Morbid Obesity
• Right knee repair
Major depressive disorder
• Right knee joint replacement surgery Umbilical hernia repair
Frequent hospital admissions Cognitive decline/dementia Degenerative joint disease Cellulitis Abdominal hernia © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
• Tonsillectomy x 2
Comorbidities
Therefore, not a candidate for: Stem cell transplantation CAR T cell therapy Clinical trials Some intensive chemotherapy Thus, decreased overall survival.
• Cardioversions x 10 • Multiple cardiac ablation. • Coronary Artery Bypass Graft
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75-year-old male with multiple myeloma IgG kappa and free kappa ISS stage I, RISS stage I multiple myeloma Treated with 6 cycles of daratumumab, lenalidomide and dexamethasone Followed by lenalidomide maintenance Achieved complete response
© 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
Comorbidities
Past Medical History Coronary Artery Disease Atherosclerosis Hyperlipidemia Prediabetes Depression Past Surgical History Gall bladder removal surgery
Although multiple myeloma was in remission died of a cardiac arrest.
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Comorbidities
Extreme Body Mass Index
1,120 patients with MM in CoMMpass Registry
MGUS (OR 1.8) Overall Survival
Landgren et al Blood 2010
MGUS progression to MM (HR 1.9-2.6) Thordardottir et al Blood Advances 2017; Chang S-H et al JNCI 2017
MM (OR 1.2-1.4) Birmann et al CEBP 2017; Samanic et al CCC 2003
Death in MM (HR 1.4-1.8) Calle et al NEJM 2003; Teras BJH 2014
Underweight vs. Normal: HR: 2.32; 95% CI: 1.09, 4.97 Severe obese vs. Normal: HR: 1.43; 95% CI: 0.98-2.08
Shah UA et al. Blood Cancer J 2023
Characteristic Parekh et al. Leukemia 2021
However, patients that lose weight unintentionally due to a myeloma diagnosis are likely to do worse (HR 1.6) Beason et al Oncologist 2013 © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
Weight loss (≥5%) Weight stable (<5%) Weight gain (≥5%)
15%
Under Weight (4) 0%
Normal BMI (85) 6%
Over weight/ Obese (284) 19%
62%
50%
67%
64%
18%
50%
27%
16%
Overall (389)
pvalue 0.003
Thirugnanasambandam, Firestone et al. IMS 2023
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Diabetes Mellitus
Comorbidities
• DM ↑ risk of cancer, hematologic cancer & myeloma Gong et al Diabetologia 2021; Dankner et al AJE 2016;
• DM ↑ risk of MGUS & myeloma within 6 months of DM diagnosis but not after. Maybe detection bias. Shah UA et al Haematologica 2021
Gong et al Diabetologia 2021
• Retrospective study from MSK and Mount Sinai • N=5383 patients • In MM, diabetes is more prevalent in Black patients (25%) compared to White patients (12%) • DM associated with worse survival (p<0.001). • In a mouse model of type 2 diabetes the progression of MM is faster in mice with diabetes than mice without diabetes (p<0.05). Shah U et al. Blood Advances 2023 © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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Dietary changes after a cancer diagnosis
Nutrition
421 patients with plasma cell disorders surveyed via HealthTree Foundation Since your diagnosis, have you had questions about diet and nutrition?
82%
Oncologist did not address it
57%
If your oncologist gave you recommendations, did you attempt to follow them?
94%
Patients' self reported (pre versus post diagnosis) – • Increase in fruits, vegetables, whole grains, plant proteins, seafood consumption (p<0.0001) • Decrease in red meat and junk food consumption (p<0.0001) Malik M et al. Blood Cancer J 2022 © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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World Cancer Research Fund Guidelines
Nutrition
AICR
Although ACS/AICR have published dietary guidelines, only 34% of respondents were aware of these guidelines, and of this group 47% attempted to follow them
Malik M et al. Blood Cancer J 2022; https://www.aicr.org/cancer-prevention/food-facts/ © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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Nutrition
Prediagnosis Dietary Patterns and Myeloma
Nurses’ Health Study 116,777 women + Health Professionals Study 49,019 men; 423 MM
Vegans/vegetarians had 77% less MM than meat eaters
EPIC Oxford + Oxford Vegetarian Cohort 61,647 people; 65 MM
Prediagnosis Dietary Pattern Alternate Healthy Eating Index-2010 (AHEI)
(RR 0.23)
15-24% lower MM deaths
Alternate Mediterranean Key, Am J Clin Nutr 2014
Dietary Approaches to Stop Hypertension (DASH) diet Prudent diet
16-24% higher MM deaths
Western diet
NIH AARP study 392,589 participants; 1,366 MM
Higher healthy plant-based diet index associated with 15% reduced risk of MM development HR (Q4 vs Q1): 0.85; 95% CI: 0.73, 1.0; p=0.043 No association with Healthy Eating Index 2015, Healthy Diet Score and Alternate Mediterranean diet score
Castro, Parikh et al. ASCO 2023; MedRxiv 2023 © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
Empirical Dietary Index for Insulin Resistance (EDIR) Empirical Dietary Index for Hyperinsulinemia (EDIH)
NHANES study 373 MGUS; 1406 controls
Lee et al IJC 2020
Food/Beverage Group
MGUS (N=373)
Whole-grain bread, oats, rice Fruits, vegetables Tomatoes Cruciferous vegetables* Sugar-sweetened beverages Soft drinks, sugar-sweetened Soft drinks, artificially sweet Cola
0.70 (0.48-1.01) 0.69 (0.52-0.93) 0.72 (0.51-1.00) 0.44 (0.26-0.74) 1.34 (1.00-1.78) 1.41 (1.01-1.96) 1.55 (1.04-2.33) 1.59 (1.14-2.22)
Odds ratios (95% confidence intervals); *such as: broccoli, cauliflower, cabbage, kale, arugula, brussels sprouts Joseph et al. IMS 2023; MedRxiv 2023
Dietary Mechanisms
Nutrition
Shah UA et al. JAMA Oncology 2022 and Shah UA et al Leukemia 2023 © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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Microbiome in Humans
Nutrition
Number of human and bacterial cells in the body Human = 30 trillion Bacteria = 38 trillion
Sender et al. PLOS Biology 2016; Valdes et al BMJ 2018 © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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Nutrition
Factors That Influence Microbiome and Immune Response Non-Modifiable Factors
Modifiable Factors
Age Gender Race/Ethnicity Genetics Infections Vaccination Medical Conditions Cancer Rural/Urban Environment
Nutrition/Dietary Patterns Obesity Diabetes Mellitus Physical Activity Sleep Stress Smoking/Alcohol/Drugs Medications
© 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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Gut microbiome and immune system
Nutrition
• Gut microbiome alpha diversity: Diversity of bacterial species within the gut microbiome of the same individual • Short chain fatty acids: Fatty acids produced when gut bacteria ferment fiber. The most common types are butyrate, propionate, and acetate. • Butyrate: Butyrate has been associated with anti cancer and anti-inflammatory properties. • Butyrate producers: Gut bacteria that produce butyrate. Kim et al. Trans Med Aging 2020 © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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Microbiome Diversity is associated with Survival
Khan et al. Blood 2021; Peled et al. NEJM 2020 © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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Diet and COVID19 Severity In 2884 front-line healthcare workers from six countries (France, Germany, Italy, Spain, UK, USA) Individuals on plant-based diets higher in vegetables, legumes and nuts, and lower in poultry and red and processed meats, had 73% lower odds of moderateto-severe COVID-19
Kim et al BMJ NPH 2021 © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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Diet and COVID19 Severity 592,571 participants - smartphone-based COVID-19 Symptom Study (UK and USA) 31,815 COVID-19 cases were documented hPDI: healthful Plant-Based Diet Index. Healthy plant-based diet was associated with lower risk and severity of COVID-19.
Merino et al. BMJ Gut 2021 © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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Nutrition
Rethinking Diet as a Drug? Prevention
Treatment
Survivorship
Dietary therapies as backbone
Synergy with - Checkpoint inhibitors - Bispecific antibodies - CAR T cells - Monoclonal antibodies - Vaccines - Immunomodulatory drugs - Chemotherapies
In combination with maintenance therapy or as single agent
Reducing the risk of development of a primary or secondary cancer. Prevent other medical problems and cancers.
Fewer comorbidities means fewer side effects and ability to give full dose treatment.
© 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
Decreasing the likelihood of a relapse once in remission. Reduce the risk of other medical problems and cancers.
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Nutrition
Given early detection, as hematologists and oncologists, we have an
Opportunity for Secondary Prevention Prevention Dietary therapies as backbone Reducing the risk of development of a primary or secondary cancer. Prevent other medical problems and cancers.
© 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
Monoclonal Gammopathy
Smoldering MM
Immune Function
Multiple Myeloma
Genomic Alterations
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Tilting the Scale for Myeloma Development
Nutrition
In the US population, 70% have an elevated BMI and 45% are prediabetic/diabetic Additionally, ≥3% of the population ≥50 years has MGUS/SMM Normal weight MGUS/SMM with an elevated BMI are twice as likely to progress to MM ↑ risk 1.1-2.6 Landgren Blood 2010 Teras BJH 2015 Birmann CEBP 2017 Chang JNCI 2017; Thordardottir Blood Adv 2017 Dankner AJE 2015 Shah UA et al, Haematologica 2021 Lee JNCI Can Spec 2019 Lee IJC 2020 Pianko Lesokhin Bld Adv 2019
Obesity Diabetes Mellitus Inflammatory Diet Western Diet Altered Microbiome
Obesity Diabetes Mellitus Inflammatory Diet Western Diet Altered Microbiome
© 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
MYELOMA DEVELOPMENT
Normal blood sugar Plant forward diets Diverse healthy microbiome
↓ risk 0.23-0.76 Lee IJC 2020 Key AJCN 2014 Thordardottir Plos One 2018 Vlajinac Neoplasma 2003 Hosgood CCC 2007 Chatenoud Int J Cancer 1998 Pianko Lesokhin Bld Adv 2019 Shah UA et al. Clin Can Res 2022
MYELOMA PREVENTION Whole foods plant-based diet Prebiotics
Normal weight Normal blood sugars Plant forward diets Diverse healthy microbiome @UrviShahM D
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Nutrition
NUTRIVENTION Trial and Demographics Blood, Stool, Imaging, Bone Marrow
Blood Stool
Blood Stool
Screening and Enrollment
Week 4
Week 8
Week 12
Blood Stool
Week 24
Blood, Stool, Imaging, Bone Marrow
Week 52
Whole foods plant-based meals (Plantable) Dietary survey
Nutrition coaching (Plantable health coach & MSK dietitian)
Dietary survey
MGUS/SMM; BMI≥25 N=20 NCT04920084 • 3 patients dropped out during 12-week intervention and were replaced. • 2 patients were lost to follow up after 12 weeks and were not replaced. • 18 patients completed 1 year on study in September 2023
Median Age, years Sex Male Female Race Non-Hispanic White Black/Other/Hispanic Diagnosis MGUS SMM BMI Category Overweight (BMI 2529.9) Obese 1 (BMI 30-34.9) Obese 2 (BMI 35-39.9) Obese 3 (BMI 40+) Diabetes/Prediabetes Yes No
62 (40-79) 43% 57% 57% 43% 52% 48% 26% 35% 22% 17% 26% 74%
Shah UA et al. ASH 2022 © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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Nutrition
Dietary Adherence and Quality of Life • Meets feasibility endpoint (mean adherence >70% at 12 weeks) • Patients were eating to satiety with no calorie restriction • Mean calorie reduction (baseline to 12 weeks): 547 cal EORTC QLQ C30 A significant improvement in • Global health status (p=0.03) • Dyspnea (p=0.001) • Fatigue (p=0.06)
EORTC QLQ C30 Global health status / QoL Symptom scales / items Fatigue Dyspnoea QLQ Total score
Baseline 66.7
Median Post 12week intervention 83.3
33.3 33.3 81.9
22.2 0 86.1
Linear Mixed Model Fit Estimate Change/month p value 71.5 0.68 0.03 26.7 23.8 82.6
-0.7 -1.3 0.16
0.06 0.001 0.39
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Shah UA et al ASH 2022 and IMS 2023 © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
Nutrition
Metabolic and Microbiome Results
• Higher adiponectin leptin ratio implies less insulin resistance.
Baseline Post 12week intervention p value Median Median BMI (kg/m2) 20 34.3 32.1 0.00009 LDL (BL >100 mg/dL) 14 133 101 0.003 Triglycerides (BL >150 mg/dL) 3 175 74.5 0.5 HgbA1c (BL > 5.7%) 6 5.95 5.25 0.06 Insulin 20 6.34 4.12 0.01 Adiponectin/Leptin Ratio 20 0.14 0.19 0.0002 IGF-1 (ng/mL) 20 123.7 115.6 0.43 CRP BMI: (BLBody >0.5 mg/dL) 7 0.98 0.15 0.8 Mass Index; LDL: Low density lipoprotein cholesterol; IGF-1: insulin like growth factor; CRP: C reactive protein; BL: baseline; IQR: Inter Quartile Range Metabolic Biomarker
Gut Microbiome Diversity
Shah UA et al. ASH 2022 and IMS 2023 © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
12 weeks
12 weeks
• Low adiponectin, high leptin and high insulin are associated with myeloma progression. • Improved gut microbiome diversity and butyrate producers
N
Gut Microbiome Butyrate Producers
• Meets its weight loss feasibility endpoint (BMI reduction >5% at 12 weeks)
12 weeks
12 weeks
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Nutrition
Two patient examples on the study
71-yo M (Mayo Int Risk IgGκ/IgGλ MGUS) Biomarker BMI (kg/m2) HgbA1c (%) Insulin (mU/mL) IGF-1 (ng/mL) Adiponectin/Leptin Ratio Stool Butyrate Bone Marrow Plasma Cells Type 2 Diabetes Mellitus
Baseline 28.9 4.7 13.9 310.6 0.42 18.08 <5%
12 weeks % Change 25.2 13%↓ 4.7 0% 2.9 79%↓ 244.2 21%↓ 0.77 82%↑ 19.32 7↑ 5-9% 0-50%↑ (18m)
61-yo F (IMWG Int Risk IgGκ SMM) Biomarker BMI (kg/m2) HgbA1c (%) Insulin (mU/mL) IGF-1 (ng/mL) Adiponectin/Leptin Ratio Stool Butyrate Bone Marrow Plasma Cells
Baseline 12 weeks % Change 38.8 34 13%↓ 5.1 5.2 0% 6.6 7.6 (not fasting) 18%↑ 127.1 86.6 32%↓ 0.41 0.56 37%↑ 11.72 33.45 185↑ 20-30% 10-15%, t(6;14) (12m) 50%↓
Stopped insulin detemir 2 weeks into study and been off ever since
M spike 0.24 02/2016
M spike 1.2 07/2021
M spike 1.28 01/2023
M spike 0.72 03/2015
M spike 1.2 07/2021
M spike 1.24 10/2022
Shah UA et al. IMS 2023 © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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“It looked pretty dark back in 2010. Thanks to this trial, I’m into the light.”
Nutrition
NUTRIVENTION trial Before NUTRIVENTION
After NUTRIVENTION
https://www.mskcc.org/msk-news/summer-2023/food-as-medicine-why-one-doctor-thinks-dietcould-help-control (with patient permission) © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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Post-Intervention Survey Survey sent to 17 patients who completed study and alive; 14 responses received During the dietary intervention, did you notice changes in any of the following? Displayed in order of improvement 0%10%20%30%40%50%60%70%80%90% 100% High Body Weight Diabetes/Pre-Diabetes
Heartburn, reflux, bloating Hypertension Arthritis/Joint/Back Pain Excessive sleep No Change
• All patients reported they would sign up again for the intervention (14 yes, 0 no) • 4 patients reported they were able to stop medications, saving an average of $62.50 per month (range $20-100)
Lack of energy
Improved
• All patients reported the intervention to be easy to follow (7 very easy, 7 somewhat easy, 0 somewhat difficult, 0 very difficult)
Worsened
Shah UA et al. Unpublished data © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
Not Applicable
“I was able to attain a healthy weight and have maintained the weight since starting the meals. I feel good, have energy and no bloating.” – NUTRIVENTION Patient @UrviShahM
NUTRIVENTION-3 Trial is Enrolling
Nutrition
Q: Impact of dietary vs supplementary vs placebo interventions on the microbiome especially butyrate producers in MGUS and SMM patients
MGUS/SMM N=150 NCT05640843 Currently enrolling at MSK in NYC Participant needs 6 visits to MSK spread over 12 months of the trial once enrolled. Shah UA et al. ASH 2022 © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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Telehealth National Study In Collaboration with HealthTree Foundation
NUTRIVENTION-2 Trial to Open This Year SMM patients (n=100) Randomized and stratified based on BMI normal vs elevated and location rural vs urban
-1
Eligible if you have • Smoldering Myeloma • Live in the United States • Scan the QR code
1 week no intervention
0
1
WFPBD meals + Nutrition Counseling 2 weeks (n=25)
Probiotics
Omega 3
Curcumin
2 weeks (n=25)
2 weeks (n=25)
2 weeks (n=25)
2 Stool Collection timepoints: -1, 0, 1, 2 weeks (Microbiome)
Castro F et al. ASH 2022 © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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Dietary Synergism with Conventional Therapies Treatment Synergy with - Checkpoint inhibitors - Bispecific antibodies - CAR T cells - Monoclonal antibodies - Vaccines - Immunomodulatory drugs - Chemotherapies Fewer comorbidities means fewer side effects and ability to give full dose treatment.
© 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
Diet + Drug? Drug?
Nutrition
Additive or synergistic activity of diet with standard of care? Improved • MRD Negativity? • PFS? • OS? • Quality of Life?
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Nutrition
IDEAL Trial in High-Risk Acute Lymphoblastic Leukemia • 40 patients • Newly diagnosed • Prospective, nonrandomized, single arm study compared to historical control • 20% caloric deficit - 10% reduced calorie intake and 10% increased exercise • USDA MyPlate and Traffic Light • 28 days during cycle 1 • Primary endpoint: % change in fat mass during induction • NCT02708108
Orgel et al. Bld Adv 2021 © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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Nutrition
Dietary Fiber and Mediterranean Diet in Melanoma (skin cancer) • • • •
• • • • •
Melanoma on immune checkpoint blockers 128 patients High dietary fiber without probiotics Improved PFS
Advanced melanoma received immune checkpoint blockers 91 patients Mediterranean diet (whole grains, fish, nuts, fruit, and vegetables) Increased ORR Improved 12-month PFS
Spencer et al. Science 2021; Bolte et al. JAMA Oncol 2023 © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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Neutro-Diet Trial
Non-Restrictive Diet allowed fresh fruit and vegetables Stella et al. Bld Adv 2023 © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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Nutrition
Dietary Interventions to Improve Survival Survivorship
No Maintenance
In combination with maintenance therapy or as single agent
Diet and Lifestyle?
Decreasing the likelihood of a relapse once in remission.
Maintenance Drug
Reduce the risk of other medical problems and cancers.
Maintenance Drug, Diet and Lifestyle? First Remission
© 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
First Relapse
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Diet, Microbiome and Sustained MRD Negativity Clinical trial at MSK
Nutrition
Data collection
MM on Lenalidomide Maintenance therapy Lenalidomide 10 mg 21/28 days for 5 years
Correlate
• •
Dietary HEI2015 Flavonoids
• • •
Microbiome
Diversity Relative abundance of butyrate producers Stool metabolite levels
•
Outcomes Sustained MRD negativity
Shah UA et al. Clin Can Res 2022 © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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Nutrition
Diet & Microbiome Correlate with Sustained MRD Negativity Diversity
Butyrate Producers
Healthy Eating Index 2015 Butyrate level at 3m Sustained MRD-negativity R p-value p-value Total Protein 0.5 0.004 0.02 Seafood and Plant Protein 0.45 0.009 0.02
Butyrate Concentration
Total Dietary Flavonoids Total anthocyanidins Total flavones Total flavanols Dietary Flavonoid Diversity Index
Butyrate level at 3m R p-value 0.47 0.01 0.48 0.01 0.42 0.02 0.46 0.008
Shah UA et al. Clin Can Res 2022 © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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Hypothesis and Mechanisms for this Correlation
Nutrition
Enrolling at MSK (NYC) - NCT04497961 Primary Endpoint: Quality of Life Shah UA et al. Clin Can Res 2022 © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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Trivia Time Food Group
How much do Americans eat on average?
How much should Americans eat?
Example
Added Sugar
17 teaspoons/day
6 (F) or 9 (M) teaspoons/day
10 tsp in 1 Coke 12 oz can
Dietary Fiber
10-15 grams/day
25 (F) or 38 (M) grams/day
1 cup cooked pinto beans = 15g
Salt
3,400 mg
<2,300 mg (1 teaspoon)
70% comes from prepared foods Chicken is 8th most common source
Fruits
0.9 cups/day
1.5 (F) or 2 (M) cups/day
1 large banana = 1 cup
Vegetables
1.4 cups/day
2.5 (F) or 3.5 (M) cups/day
1 cup broccoli = 35 calories
Protein
80-100 grams/day 16% of calories
48-72 grams/day 10% of calories
1 cup cooked pinto beans = 15g
© 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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CardioSmart.org/sugars © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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The Fiber Gap
Nutrition
Recommended Daily Intake: 30 grams from food sources (only plants)
THE FIBER GAP 67% consumers believe they meet their fiber needs (International Food Information Council)
In reality, only 5% do so! (2009-2010 NHANES survey data)
Desai et al Cell 2016 © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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Fiber Requirements (example) Recommended daily intake = 30 grams (Males = 38 grams; Females = 25 grams)
Fiber
Western diet
High fiber diet
Breakfast
1 egg = 0g 3 strips bacon = 0g 1 slice wheat bread = 1g
1 cup cooked oatmeal = 4g 1 tbsp peanut butter = 1g
Lunch
Small chicken breast = 0g 1 bag frozen broccoli = 12g
1 bag frozen broccoli = 12g 1 cup lentils = 16g 1 cup brown rice = 4g
Dinner
Beef 1 serving = 0g 1 cup white rice = 1g 1 baked potato = 3g
1 cup black beans = 15g 1 medium ear corn = 2g 1 avocado = 9g
Snack
1 cup yogurt = 0g 1 slice cheese = 0g
1/4 cup almonds = 5g 1 banana = 3g
TOTAL fiber
17g
71g
© 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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Protein Requirements (example) Recommended daily intake = 0.8-1.2 g/kg
Protein
Western diet
High fiber diet
Breakfast
1 egg = 6g 3 strips bacon = 12g 1 slice wheat bread = 3g
1 cup cooked oatmeal = 6g 1 tbsp peanut butter = 4g
Lunch
Small chicken breast = 23g 1 bag frozen broccoli = 7g
1 bag frozen broccoli = 7g 1 cup lentils = 18g 1 cup brown rice = 4g
Dinner
Beef 1 serving = 34g 1 cup white rice = 4g 1 baked potato = 4g
1 cup black beans = 15g 1 corn on the cob = 5g 1 avocado = 3g
Snack
1 cup yogurt = 9g 1 slice cheese = 4g
1/4 cup almonds = 8g 1 banana = 1.5g
TOTAL protein
106g
72g
60 kg person = 48-72 grams
© 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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Animal or Plant Protein? 131,342 participants Cohort study High intake of animal protein was positively associated with mortality, with the inverse true for high intake of plant protein, especially among individuals with at least 1 lifestyle risk factor.
Song et al. JAMA 2016 © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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Amino Acid Composition of Various Proteins
Gardner et al. Nutr Rev 2019 © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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Whole Grains and Cancer Risk • 640,065 participants and 34,346 cancer deaths Every 3 servings/day increase associated with 17% decrease in colorectal cancer risk 15% decrease in total cancer mortality • 1,575 participants and 174 colorectal cancer deaths Every 20 g/day increase associated with 18% decrease in cancer specific mortality Aune et al, BMJ 2011 Aune et al, BMJ 2016 Song et al, JAMA Oncol 2017
• Recommended daily intake
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Nutrition
How Many Different Plant Foods Do You Eat in a Week?
Stool samples from >10,000 individuals >30 plant foods associated with • ↑ Microbiome diversity • ↓ Antibiotic resistance genes • ↑ Conjugated linoleic acid abundance (polyunsaturated fatty acid with anti cancer and fat reducing properties)
McDonald et al mSystems 2018 © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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Plant based diets can be many of many varieties VEGAN
VEGETARIAN
HIGH-FIBER PLANT BASED
Zero animal products.
Some animal products.
Minimal animal products.
Ethical and environmental reasons.
Ethical or religious reasons.
Health reasons.
No meat, fish, eggs, dairy.
No meat or fish. Eggs and dairy allowed.
Doesn’t have to be healthy but can be very healthy.
Doesn’t have to be healthy but can be very healthy.
Focus on whole foods & mainly plants, avoids processed foods. Healthy.
Whole Food Plant-based Vegan Whole Food Plant-based Vegetarian Whole Food Plant-based Pescatarian Whole Food Plant-based Mediterranean Whole Food Plant-based Paleo Whole Food Plant-based Low Carb © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
Whole Food Plant-based Keto
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Understanding calorie density instead of calorie counting
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Organic Food and Cancer Risk
Nutrition
68 946 participants, 1340 first incident cancer cases. French Study NutriNetSante Cohort
Baudry et al. JAMA Int Med 2018 © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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Should you eat only organic foods?
Nutrition
If one-half of the U.S. population were to increase fruit and vegetable consumption by 1 serving/day each, an estimated 20,000 cancer cases might be avoided each year. In contrast the pesticide residues on those fruits and vegetables might result in up to about 10 additional cancer cases/year. https://www.safefruitsandveggies.com/pesticide-residue-calculator/ Reiss et al Food and Chem Toxic 2012 © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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Vitamin D deficiency ↓ overall survival (n=1889)
Mohr et al JSBMB 2014
40% deficient, 35% insufficient 25% normal (n=100)
↑ CRP (inflammation), ↑ creatinine, ↑ ISS stage (n=148)
↑ severe neuropathy due to bortezomib and thalidomide (n=111)
↑ plasma cells in BM (n=83)
Can precipitate severe hypocalcemia with bisphosphonates/ denosumab
↓ bone turnover and ↓ bone density (n=108)
↓ progression free and overall survival post transplant (n=183)
↓ solar UVB rays ↑ MM ? ↓Vit D
Ng et al Am J Hematol 2009
Yellapragada et al. Blood Adv 2020
Badros et al BJH 2008
Lauter et al Can Inv 2015
Wang et al Supp Care Cancer 2016
Diamond et al. AJH 2009
(several case reports)
Eicher et al Hematologic Oncology 2020
Burwick Ann Hematol 2017 © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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Discussing Nutrition Must Be Individualized
Nutrition
• Disease Stage – Newly diagnosed, on maintenance, relapsed • Patient Choice – Receptive to hearing about this and empowered by it or overwhelmed and would not help • Medical issues related to the cancer – Do they have significant weight loss from their cancer and side effects to treatment like nausea and diarrhea that they aren’t tolerating most foods. • Medical issues related to metabolic health – Obesity, diabetes, cardiovascular disease, high cholesterol • Gradual versus drastic changes to habits © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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Some Practical Dietary Tips to Consider Incorporating Carbohydrates – ↑ whole, unrefined
Fats – ↑ Unsaturated fats
• ↑Whole grains (>3 servings/day)
• ↑Nuts/Seeds, fish, olive oil, avocados
• ↓Unprocessed/refined carbs/foods
• ↓Fried foods
• ↓↓Sugary foods/drinks
• ↓Dairy/Cheese
Fiber (↑ >30 grams/day)
• Regular omega 3 fatty acids
• ↑ Fruits/Vegetables (>5-6 servings/day) • ↑Diversity of plant foods (>30 types/week) Protein - Plant >> Animal sources • ↑Beans/Tofu/Tempeh • ↓Red/processed meats Fermented Foods: ↑ ↑
© 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
• • • • • • • • • •
• Vitamin D (>30 ng/mL) Calorie counting/restriction are difficult to sustain long term Meal planning and preparation in advance Regular mealtimes not waiting until one is starving Ensure adequate hydration Learning to read ingredient lists and nutrition labels Gradual changes are more sustainable Making healthy swaps Make it a lifestyle and not a diet Frozen fruits/vegetable bags are healthy Doesn’t have to be raw salads. Cooked foods healthy too @UrviShahM D
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Goals (Pick at least one to begin) • • • • • • • • • •
1 cup beans (plant protein) daily 2 cups fruit daily 1 serving fermented food daily 4 cups vegetables daily 1/3 cup nuts/seeds daily <6 teaspoons added sugars <2,300 mg salt >30 plant foods/week 1.5 cups whole grains daily >75% of your plate will be plant-based foods
© 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
Canada’s revised food plate
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Food Labels
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Diet and Kidney Disease (National Kidney Foundation)
https://www.kidney.org/atoz/content/plant-based © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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Traffic Light Approach to Foods (American College of Cardiology)
https://www.acc.org/Latest-in-Cardiology/Articles/2020/03/27/09/04/New-Insights-into-Heart-Healthy-Dietary-Habits © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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Surveys through the
Please Consider Participating in Dietary Survey Research Dietary Patterns Study Question: In patients with plasma cell disorders, are there significant differences in diet between groups? Study Population: Plasma cell disorders Method: 30-minute survey Bonus: You will get a free nutrition report on completion
© 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
Supplement Use and Perceptions Study Question: Since being diagnosed, what changes have plasma cell disorder patients made to their supplement use habits of Vitamin D, Omega 3 Fatty acids, Turmeric/Curcumin and probiotics? Study Population: Plasma cell disorders Method: 15-minute survey
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Conclusions Let's change our focus in multiple myeloma from Living Longer to
Living Better and Longer By incorporating lifestyle changes • Better Nutrition • Improved Fitness To reduce comorbidities and improve quality of life. Shah UA et al. JAMA Oncology 2022 and Shah UA et al Leukemia 2023 © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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Future Directions Dietary Intervention and Observational Trials in • • • •
Newly diagnosed myeloma Myeloma on maintenance therapy Myeloma on various immunotherapies Similar trials in other cancers
Funding needed to do such studies © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
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Acknowledgements MSK Myeloma/BMT Faculty Fellows/Residents/Post docs Alexander Lesokhin, MD Richa Parekh, MD Marcel van den Brink, MD, PhD Ross Firestone, MD Saad Z Usmani, MD Ram Thirugnanasambandam, MD Sergio Giralt, MD Janine Joseph, MS (Moysich lab) Jonathan Peled, MD, PhD Collaborators Sham Mailankody, MD Neil Iyengar, MD (MSK) Jun Mao, MD (MSK) Neha Korde, MD Kinga Hosszu, PhD (SKI) Hani Hassoun, MD Justin Cross, PhD (SKI) Malin Hultcrantz, MD, PhD Michael Pollak, MD (McGill U) Carlyn Tan, MD Ola Landgren, MD, PhD (UofMiami) Gunjan Shah, MD Jens Hillengass, MD (Roswell Park) David Chung, MD Samir Parekh, MD (Mount Sinai) Oscar Lahoud, MD Emily Gallagher, MD (Mount Sinai) Heather Landau, MD Catherine Marinac, PhD (DFCI) Michael Scordo, MD Anita D’Souza, MD (U of Wisconsin) Kylee McLachlan, MD, PhD Susan Chimonas, PhD (MSK) Biostatistician Matteo Bellone, MD (Italy) Andriy Derkach, PhD Teng Fei, PhD Patients with plasma cell Research Dietitian disorders Francesca Castro, RD @UrviShahMD Research RN https://linktr.ee/urvishahmd Jenna Blaslov, RN Jena Wosleger, RN Research Associate Jeannen Santos Research Manager Laura Guttentag © 2023 Memorial Sloan Kettering Cancer Center, et al. All rights reserved.
The David Drelich, MD, CFP, Irrevocable Trust @UrviShahM D
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