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PHYSIOLOGIC VARIABLES ASSOCIATED WITH THE DEVELOPMENT OF ACUTE MOUNTAIN SICKNESS AT THE SOUTH POLE Thursday May 16, 2013 Aerospace Medical Association Chicago, IL MF Harrison, MD PhD 1,2 ; P Anderson, MD 1 ; A Miller, MSc 1 ; K O’Malley 1 ; M Richert, PhD 1 ; J Johnson, MSc 1 ; BD Johnson, PhD 1 1 Mayo Clinic, Rochester MN; 2 Henry Ford Hospital, Detroit MI Harrison et al, Physiologic variables associated with the development of acute mountain sickness at the south pole. Aviat Space Environ Med 2013; 84(4):426

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Page 1: PHYSIOLOGIC VARIABLES ASSOCIATED WITH THE …asmameeting.org/asma2013_mp/pdfs/asma2013_present_505.pdfIranian Med 2008; 11:152-6. • Kamimori GH, Ryan EJ, Otterstetter R, Barkley

PHYSIOLOGIC VARIABLES ASSOCIATED WITH THE

DEVELOPMENT OF ACUTE MOUNTAIN SICKNESS AT THE SOUTH POLE

Thursday May 16, 2013Aerospace Medical Association

Chicago, IL

MF Harrison, MD PhD1,2; P Anderson, MD1; A Miller, MSc1; K O’Malley1; M Richert, PhD1;

J Johnson, MSc1; BD Johnson, PhD1

1Mayo Clinic, Rochester MN; 2Henry Ford Hospital, Detroit MI

Harrison et al, Physiologic variables associated with the development of acute mountain sickness at the south pole. Aviat Space Environ Med 2013; 84(4):426

Page 2: PHYSIOLOGIC VARIABLES ASSOCIATED WITH THE …asmameeting.org/asma2013_mp/pdfs/asma2013_present_505.pdfIranian Med 2008; 11:152-6. • Kamimori GH, Ryan EJ, Otterstetter R, Barkley

Disclosure Information84th Annual AsMA Scientific Meeting

Chicago, IL

MICHAEL HARRISON

I have no financial relationships to disclose.

I will discuss off-label use and/or investigational use in my presentation:

Albumin & Dexamethasone

Dr Bruce Johnson’s Funding:National Science Foundation, B-179-M

Mayo Clinic Center for Translational Science Activity (CTSA), Clinical Research Unit Grant Number 1 UL1 RR024150 from the National Center for Research Resources

Page 3: PHYSIOLOGIC VARIABLES ASSOCIATED WITH THE …asmameeting.org/asma2013_mp/pdfs/asma2013_present_505.pdfIranian Med 2008; 11:152-6. • Kamimori GH, Ryan EJ, Otterstetter R, Barkley

Overview

• What we know about AMS• What we don’t know about AMS• Why our AMS study is different• What we did• What we found• What it means• Where do we go next

Page 4: PHYSIOLOGIC VARIABLES ASSOCIATED WITH THE …asmameeting.org/asma2013_mp/pdfs/asma2013_present_505.pdfIranian Med 2008; 11:152-6. • Kamimori GH, Ryan EJ, Otterstetter R, Barkley

Altitude Illnesses

• Acute Mountain Sickness (AMS)– “…unpleasant but self-limiting and benign

syndrome…”1 – Most common form of altitude illness2,3

• 1850 – 2750m: 22%• >3000m: 42%

• High Altitude Cerebral Edema (HACE)– End stage of AMS4

– Highest rate of fatalities amongst altitude illnesses

• High Altitude Pulmonary Edema (HAPE)

1Barry & Pollard, 2003; 2Hultgren, 1979; 3Honigman et al., 1994; 4Hackett & Roach, 2001

Page 5: PHYSIOLOGIC VARIABLES ASSOCIATED WITH THE …asmameeting.org/asma2013_mp/pdfs/asma2013_present_505.pdfIranian Med 2008; 11:152-6. • Kamimori GH, Ryan EJ, Otterstetter R, Barkley

Can We Identify Who is at Risk for AMS Development?

• “Attempts to predict its development have so far been unsuccessful.”1

• “…tests undertaken at sea level are disappointingly poor at predicting altitude illness.”2

• “…a complete understanding of related mechanisms remains elusive…”3

1Austin & Sleigh, 1995; 2Barry & Pollard, 2003; 3Bailey et al, 2004

Page 6: PHYSIOLOGIC VARIABLES ASSOCIATED WITH THE …asmameeting.org/asma2013_mp/pdfs/asma2013_present_505.pdfIranian Med 2008; 11:152-6. • Kamimori GH, Ryan EJ, Otterstetter R, Barkley

Factors to Predict AMS?

• Severe gag reflex1

• Dizziness with hyperventilation1

• Arterial concentrations of epinephrine & norepinephrine2

• Mean arterial pressure at sea level3

• Fluid retention & redistribution4,5

• Obesity6

• Inflammatory response to altitude / hypoxia7,8

• Exaggerated chemoreceptor vasoconstrictive response to hypoxia9

• Respiratory rate > 20 after 1h at altitude10

• Previous AMS9

1Austin & Sleigh, 1995; 2Kamimori et al, 2009; 3Hamlin & Ainslie, 2010; 4Roach & Hackett, 2001; 5Loeppky et al, 2005; 6Schoene, 2008; 7Bailey et al, 2004; 8Lipman et al, In Press; 9Lanfranchi et al, 2005; 10Jafarian et al, 2008

Page 7: PHYSIOLOGIC VARIABLES ASSOCIATED WITH THE …asmameeting.org/asma2013_mp/pdfs/asma2013_present_505.pdfIranian Med 2008; 11:152-6. • Kamimori GH, Ryan EJ, Otterstetter R, Barkley

Consistent “Causes” of AMS

• Travel to elevations >2500m1-4 • Commonly identified

factors1,2,4,5,6:• Rate of ascent• Altitude attained

– in particular, the sleeping altitude

• Individual susceptibility– Genetic & environmental interactions?

}HYPOXIA? PRESSURE?

1Barry & Pollard, 2003; 2Basnyat & Murdoch, 2003; 3Schoene, 2008; 4Luks et al, 2010; 5Hackett & Roach, 2001; 6Kamimori et al, 2009;

Page 8: PHYSIOLOGIC VARIABLES ASSOCIATED WITH THE …asmameeting.org/asma2013_mp/pdfs/asma2013_present_505.pdfIranian Med 2008; 11:152-6. • Kamimori GH, Ryan EJ, Otterstetter R, Barkley

Previous AMS Publications

• Varying altitudes• Varying rates of ascent• Varying methods of ascent• Varying sample sizes & populations• Varying diagnostic tools1

– LLSS: 25% at 1900-3000m– Hackett’s AMS-score: 3.1-9% at 1900-3000m• Involves a physician examination

1Roeggla et al, 1996

Page 9: PHYSIOLOGIC VARIABLES ASSOCIATED WITH THE …asmameeting.org/asma2013_mp/pdfs/asma2013_present_505.pdfIranian Med 2008; 11:152-6. • Kamimori GH, Ryan EJ, Otterstetter R, Barkley

Diagnosing AMS

• SUBJECTIVE diagnosis• There are no physical SIGNS that are

diagnostic of AMS1,2

– Presence of signs suggests progression to HACE• Ataxia, aphasia, abnormal pupillary response,

papilloedema, altered level of consciousness, seizures in very late stages etc

1Barry & Pollard, 2003; 2Basnyat & Murdoch, 2003

Page 10: PHYSIOLOGIC VARIABLES ASSOCIATED WITH THE …asmameeting.org/asma2013_mp/pdfs/asma2013_present_505.pdfIranian Med 2008; 11:152-6. • Kamimori GH, Ryan EJ, Otterstetter R, Barkley

ASAP Participants• 2 Summer expeditions 2005-2007• N=248 (169 M; 79 F)– No Acetazolamide w/ complete data, n=90

• Complete questionnaires• 2 blood samples• 2 PFT (no significant results found)

– Two groups: • No AMS (n=60)• AMS (n=30)

• Acetazolamide available to ANY participant who wanted it– NSF mandate

Page 11: PHYSIOLOGIC VARIABLES ASSOCIATED WITH THE …asmameeting.org/asma2013_mp/pdfs/asma2013_present_505.pdfIranian Med 2008; 11:152-6. • Kamimori GH, Ryan EJ, Otterstetter R, Barkley

ASAP Travel

• Acclimatized ~14 d at McMurdo Station

• Travelled by unpressurized airplane to South Pole Station– ~4 h flightUNIQUE everyone got to

same place in the same way

• Altitude at South Pole: 2835m– Physiologic altitude at

South Pole: ~3200m1

1Schoene, 2008

Page 12: PHYSIOLOGIC VARIABLES ASSOCIATED WITH THE …asmameeting.org/asma2013_mp/pdfs/asma2013_present_505.pdfIranian Med 2008; 11:152-6. • Kamimori GH, Ryan EJ, Otterstetter R, Barkley

Lake Louise Symptom Score (LLSS)

• Repeated LLSS•9 in total•Baseline / Sea Level; Plane; Days 1-7 in AM

Page 13: PHYSIOLOGIC VARIABLES ASSOCIATED WITH THE …asmameeting.org/asma2013_mp/pdfs/asma2013_present_505.pdfIranian Med 2008; 11:152-6. • Kamimori GH, Ryan EJ, Otterstetter R, Barkley

ASAP Data Collection Tools

• Vital signs• Anthropometrics• Lifestyle questionnaires

– Residence altitude– Exercise– Smoking / EtOH

• Health hx questionnaires

• Repeated blood samples– Hematology– Serum electrolytes– Catecholamine levels– Endocrinology

• Urinalysis• Electrocardiogram (ECG)• Repeated Pulmonary

Function Tests (PFT)

Page 14: PHYSIOLOGIC VARIABLES ASSOCIATED WITH THE …asmameeting.org/asma2013_mp/pdfs/asma2013_present_505.pdfIranian Med 2008; 11:152-6. • Kamimori GH, Ryan EJ, Otterstetter R, Barkley

Blood Samples

• Hematology– RBC, WBC, Hb, Hct, Plt,

RDW– MCV, MCH, MCHC– Iron studies

• [Iron], Iron Sat, TIBC, UIBC

– Estimated plasma volumes1

• Electrolytes– Na+, K+, Cl-, Ca++

• Liver function– ALT, AST, AlkPhos

• Catecholamines• Epi, Norepi, Dopa

• Endocrine– Progesterone, TSH, EPO,

ANP, AngII, Leptin, VEGF, TNF-α

1Dill & Costill, 1974

Page 15: PHYSIOLOGIC VARIABLES ASSOCIATED WITH THE …asmameeting.org/asma2013_mp/pdfs/asma2013_present_505.pdfIranian Med 2008; 11:152-6. • Kamimori GH, Ryan EJ, Otterstetter R, Barkley

ASAP Statistics

• SPSS V20 (IBM Inc, Armonk NY)• Visual inspection for outliers– > 3SD from mean; removed on case-by-case basis

• Groups:– No AMS: LLSS<2; – AMS: LLSS>3 + headache

• Appropriate statistical analyses between and within groups (p<0.05)– Independent samples t-test– Forward, stepwise binary logistic regression

Page 16: PHYSIOLOGIC VARIABLES ASSOCIATED WITH THE …asmameeting.org/asma2013_mp/pdfs/asma2013_present_505.pdfIranian Med 2008; 11:152-6. • Kamimori GH, Ryan EJ, Otterstetter R, Barkley

Table 1 – Subject Characteristics

Page 17: PHYSIOLOGIC VARIABLES ASSOCIATED WITH THE …asmameeting.org/asma2013_mp/pdfs/asma2013_present_505.pdfIranian Med 2008; 11:152-6. • Kamimori GH, Ryan EJ, Otterstetter R, Barkley

Table 2 – Hematologic and Chemistry Results

Page 18: PHYSIOLOGIC VARIABLES ASSOCIATED WITH THE …asmameeting.org/asma2013_mp/pdfs/asma2013_present_505.pdfIranian Med 2008; 11:152-6. • Kamimori GH, Ryan EJ, Otterstetter R, Barkley

Table 3 – Endocrine Results

Page 19: PHYSIOLOGIC VARIABLES ASSOCIATED WITH THE …asmameeting.org/asma2013_mp/pdfs/asma2013_present_505.pdfIranian Med 2008; 11:152-6. • Kamimori GH, Ryan EJ, Otterstetter R, Barkley

Logistic Regression Analysis

• No AMS vs AMS by LLSS– Excluded objective data

from South Pole

• Forward, stepwise binary logistic regression– P<0.25 for initial

inclusion1

• Initial Variables– Residence Elevation– Cl-

– AST– LDL– Eosinophils (%)– RDW– Leptin– Epi

1Honigman et al, 1994

Page 20: PHYSIOLOGIC VARIABLES ASSOCIATED WITH THE …asmameeting.org/asma2013_mp/pdfs/asma2013_present_505.pdfIranian Med 2008; 11:152-6. • Kamimori GH, Ryan EJ, Otterstetter R, Barkley

Prob (AMS) = (e 1.593 + (-0.037)(LDL) + (0.433)( eos)) x (1 + e 1.593 + (-0.037)(LDL) + (0.433)( eos))-1

•p<0.01•-2 log-likelihood = 66.5•Nagelkerke R2 = 0.278•Sensitivity = 26%•Specificity = 92%•PPV = 56%•NPV = 77%

Logistic Regression Equation

Page 21: PHYSIOLOGIC VARIABLES ASSOCIATED WITH THE …asmameeting.org/asma2013_mp/pdfs/asma2013_present_505.pdfIranian Med 2008; 11:152-6. • Kamimori GH, Ryan EJ, Otterstetter R, Barkley

Prob (AMS) = (e 1.593 + (-0.037)(LDL) + (0.433)( eos)) x (1 + e 1.593 + (-0.037)(LDL) + (0.433)( eos))-1

1Appel et al, 1985; 2Haymore et al, 2005; 3Barry & Pollard, 2003

• Eosinophils– AMS: 3.0 ± 2.3%– No AMS: 1.9 ± 1.6%

• Normal: 1-3%– Immune mediators

• Asthma and allergies– risk in asthma sufferers?3

• Cytokine production– IL-1, IL-2, IL-3, IL-4, IL-5, IL-6,

IL-8, IL-13, TNF-α• Prostaglandin & leukotriene

production– Vascular smooth muscle– Gastric smooth muscle– Autonomic neurotransmitters

• VEGF & TNF-α

• Na+– Largest component of serum

osmolality• AMS: 138.5 ± 1.8mEq/L• No AMS: 139.4 ± 1.6mEq/L

• LDL– AMS: 97.7 ± 25.4 mg/dL– No AMS: 105.9 ± 27.6 mg/dL

• Healthy: 70-129 mg/dL– Oncotic pressure? Vasogenic

edema?• LDL but not HDL in

response to nephrotic syndrome1,2

• Δ Plasma Volume– AMS: -9.4 ± 12.5%– No AMS: -2.9 ± 9.4%– No difference in body weight

Page 22: PHYSIOLOGIC VARIABLES ASSOCIATED WITH THE …asmameeting.org/asma2013_mp/pdfs/asma2013_present_505.pdfIranian Med 2008; 11:152-6. • Kamimori GH, Ryan EJ, Otterstetter R, Barkley

Hypothesized Pathophysiology of AMS

Hackett & Roach, 2001

1Hackett & Roach, 2001

Page 23: PHYSIOLOGIC VARIABLES ASSOCIATED WITH THE …asmameeting.org/asma2013_mp/pdfs/asma2013_present_505.pdfIranian Med 2008; 11:152-6. • Kamimori GH, Ryan EJ, Otterstetter R, Barkley

Oncotic Pressure• Proportional to proteins

in plasma– albumin

• Albumin supplement– Benefit in healthy population

at altitude?• In conjunction with

corticosteroids / NSAIDS?

Margarson & Soni, 2004

Page 24: PHYSIOLOGIC VARIABLES ASSOCIATED WITH THE …asmameeting.org/asma2013_mp/pdfs/asma2013_present_505.pdfIranian Med 2008; 11:152-6. • Kamimori GH, Ryan EJ, Otterstetter R, Barkley

Correlation between Plasma Oncotic Pressure and Total Plasma Cholesterol Concentration (r = -0.674, P<0.01).

Appel et al, 1985

Page 25: PHYSIOLOGIC VARIABLES ASSOCIATED WITH THE …asmameeting.org/asma2013_mp/pdfs/asma2013_present_505.pdfIranian Med 2008; 11:152-6. • Kamimori GH, Ryan EJ, Otterstetter R, Barkley

Hypoxia & Hypoxemia

Hypoxic tissue becomes inflamed Inflamed tissue becomes hypoxic

• Specific to AMS1:– circulating levels of proinflammatory

cytokines• C-reactive protein (CRP); IL-6; IL-6 receptor

– accumulation of inflammatory cells in multiple organs in body

– vascular leakage1Eltzschig & Carmeliet, 2011

Page 26: PHYSIOLOGIC VARIABLES ASSOCIATED WITH THE …asmameeting.org/asma2013_mp/pdfs/asma2013_present_505.pdfIranian Med 2008; 11:152-6. • Kamimori GH, Ryan EJ, Otterstetter R, Barkley

Further Support for Role of Inflammation

• Glucocorticoids used to treat AMS1-4

– Efficacy as compared to acetazolamide?

• IL-6 and CRP in high-altitude trekkers who develop AMS & HAPE5

– IL-6 correlated with SaO2

• Ibuprofen AMS incidence vs placebo, 3810m6

1Hackett & Roach, 2001; 2Barry & Pollard, 2003; 3Schoene, 2008; 4Luks et al, 2010; 5Bailey et al, 2004; 6Lipman et al, In Press

Page 27: PHYSIOLOGIC VARIABLES ASSOCIATED WITH THE …asmameeting.org/asma2013_mp/pdfs/asma2013_present_505.pdfIranian Med 2008; 11:152-6. • Kamimori GH, Ryan EJ, Otterstetter R, Barkley

Conclusion

• In a population of healthy adults who were rapidly transported to altitude with minimal physical exertion, a comprehensive analysis suggests importance of:– Tissue inflammation– Oncotic pressures and fluid shifts

Page 28: PHYSIOLOGIC VARIABLES ASSOCIATED WITH THE …asmameeting.org/asma2013_mp/pdfs/asma2013_present_505.pdfIranian Med 2008; 11:152-6. • Kamimori GH, Ryan EJ, Otterstetter R, Barkley

Acknowledgements

• We would like to thank:– The employees of the US Antarctic Program– Crary Lab– Jay O’Brien– Kent Bailey– Josh Mueller

• Funding was provided by – National Science Foundation, B-179-M – Mayo Clinic Center for Translational Science Activity

(CTSA), Clinical Research Unit – Grant Number 1 UL1 RR024150 from the National Center

for Research Resources

Page 29: PHYSIOLOGIC VARIABLES ASSOCIATED WITH THE …asmameeting.org/asma2013_mp/pdfs/asma2013_present_505.pdfIranian Med 2008; 11:152-6. • Kamimori GH, Ryan EJ, Otterstetter R, Barkley

POINTS OF CONTACT:

MICHAEL HARRISON, MD [email protected]

Page 30: PHYSIOLOGIC VARIABLES ASSOCIATED WITH THE …asmameeting.org/asma2013_mp/pdfs/asma2013_present_505.pdfIranian Med 2008; 11:152-6. • Kamimori GH, Ryan EJ, Otterstetter R, Barkley

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