A multidisciplinary approach to study a couple of monozygotic twins discordant for the chronic fatigue syndrome: a focus on potential salivary biomarkers
Background: Chronic Fatigue Syndrome (CFS) is a severe, systemic illness characterized by persistent, debilitating and medically unexplained fatigue. The etiology and pathophysiology of CFS remains obscure, and diagnosis is formulated through the patient's history and exclusion of other medical causes. Thereby, the availability of biomarkers for CFS could be useful for clinical research. In the present study, we used a proteomic approach to evaluate the global changes in the salivary profile in a couple of monozygotic twins who were discordant for CFS. The aim was to evaluate differences of salivary protein expression in the CFS patient in respect to his healthy twin. Methods: Saliva samples were submitted to two-dimensional electrophoresis (2DE). The gels were stained with Sypro, and a comparison between CFS subject and the healthy one was performed by the software Progenesis Same Spot including the Analysis of variance (ANOVA test). The proteins spot found with a >= 2-fold spot quantity change and p<0.05 were identified by Nano-liquid chromatography electrospray ionization tandem mass spectrometry. To validate the expression changes found with 2DE of 5 proteins (14-3-3 protein zeta/delta, cyclophilin A, Cystatin-C, Protein S100-A7, and zinc-alpha-2-glycoprotein), we used the western blot analysis. Moreover, proteins differentially expressed were functionally analyzed using the Ingenuity Pathways Analysis software with the aim to determine the predominant canonical pathways and the interaction network involved. Results: The analysis of the protein profiles allowed us to find 13 proteins with a different expression in CFS in respect to control. Nine spots were up-regulated in CFS and 4 down-regulated. These proteins belong to different functional classes, such as inflammatory response, immune system and metabolism. In particular, as shown by the pathway analysis, the network built with our proteins highlights the involvement of inflammatory response in CFS pathogenesis. Conclusions: This study shows the presence of differentially expressed proteins in the saliva of the couple of monozygotic twins discordant for CFS, probably related to the disease. Consequently, we believe the proteomic approach could be useful both to define a panel of potential diagnostic biomarkers and to shed new light on the comprehension of the pathogenetic pathways of CFS.
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Boston Childrens Hosp, Vasc Biol Program, Karp Family Res Labs 12-129,300 Longwood Ave, Boston, MA 02115 USABoston Childrens Hosp, Vasc Biol Program, Karp Family Res Labs 12-129,300 Longwood Ave, Boston, MA 02115 USA
Dagher, Adelle
Curatolo, Adam
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Boston Childrens Hosp, Vasc Biol Program, Karp Family Res Labs 12-129,300 Longwood Ave, Boston, MA 02115 USA
Boston Childrens Hosp, Dept Surg, Karp Family Res Labs 12-129,300 Longwood Ave, Boston, MA 02115 USABoston Childrens Hosp, Vasc Biol Program, Karp Family Res Labs 12-129,300 Longwood Ave, Boston, MA 02115 USA
Curatolo, Adam
Sachdev, Monisha
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Boston Childrens Hosp, Vasc Biol Program, Karp Family Res Labs 12-129,300 Longwood Ave, Boston, MA 02115 USABoston Childrens Hosp, Vasc Biol Program, Karp Family Res Labs 12-129,300 Longwood Ave, Boston, MA 02115 USA
Sachdev, Monisha
Stephens, Alisa J.
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Univ Penn, Perelman Sch Med, Dept Biostat & Epidemiol, Philadelphia, PA 19104 USABoston Childrens Hosp, Vasc Biol Program, Karp Family Res Labs 12-129,300 Longwood Ave, Boston, MA 02115 USA
Stephens, Alisa J.
Mullins, Chris
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Natl Inst Diabet & Digest & Kidney Dis, NIH, Bethesda, MD USABoston Childrens Hosp, Vasc Biol Program, Karp Family Res Labs 12-129,300 Longwood Ave, Boston, MA 02115 USA
Mullins, Chris
Landis, J. Richard
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Univ Penn, Perelman Sch Med, Dept Biostat & Epidemiol, Philadelphia, PA 19104 USABoston Childrens Hosp, Vasc Biol Program, Karp Family Res Labs 12-129,300 Longwood Ave, Boston, MA 02115 USA
Landis, J. Richard
van Bokhoven, Adrie
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Univ Colorado, Dept Pathol, Anschutz Med Campus, Aurora, CO USABoston Childrens Hosp, Vasc Biol Program, Karp Family Res Labs 12-129,300 Longwood Ave, Boston, MA 02115 USA
van Bokhoven, Adrie
El-Hayek, Andrew
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Boston Childrens Hosp, Vasc Biol Program, Karp Family Res Labs 12-129,300 Longwood Ave, Boston, MA 02115 USA
Boston Childrens Hosp, Dept Surg, Karp Family Res Labs 12-129,300 Longwood Ave, Boston, MA 02115 USABoston Childrens Hosp, Vasc Biol Program, Karp Family Res Labs 12-129,300 Longwood Ave, Boston, MA 02115 USA
El-Hayek, Andrew
Froehlich, John W.
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Boston Childrens Hosp, Dept Urol, Boston, MA USABoston Childrens Hosp, Vasc Biol Program, Karp Family Res Labs 12-129,300 Longwood Ave, Boston, MA 02115 USA
Froehlich, John W.
Briscoe, Andrew C.
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Boston Childrens Hosp, Dept Urol, Boston, MA USABoston Childrens Hosp, Vasc Biol Program, Karp Family Res Labs 12-129,300 Longwood Ave, Boston, MA 02115 USA
Briscoe, Andrew C.
Roy, Roopali
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Boston Childrens Hosp, Vasc Biol Program, Karp Family Res Labs 12-129,300 Longwood Ave, Boston, MA 02115 USA
Harvard Med Sch, Dept Surg, Boston, MA USABoston Childrens Hosp, Vasc Biol Program, Karp Family Res Labs 12-129,300 Longwood Ave, Boston, MA 02115 USA
Roy, Roopali
Yang, Jiang
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Boston Childrens Hosp, Vasc Biol Program, Karp Family Res Labs 12-129,300 Longwood Ave, Boston, MA 02115 USA
Boston Childrens Hosp, Dept Surg, Karp Family Res Labs 12-129,300 Longwood Ave, Boston, MA 02115 USA
Harvard Med Sch, Dept Surg, Boston, MA USABoston Childrens Hosp, Vasc Biol Program, Karp Family Res Labs 12-129,300 Longwood Ave, Boston, MA 02115 USA
Yang, Jiang
Pontari, Michel A.
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Temple Univ, Lewis Katz Sch Med, Philadelphia, PA 19122 USABoston Childrens Hosp, Vasc Biol Program, Karp Family Res Labs 12-129,300 Longwood Ave, Boston, MA 02115 USA
Pontari, Michel A.
Zurakowski, David
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Harvard Med Sch, Dept Surg, Boston, MA USA
Boston Childrens Hosp, Dept Anesthesia, Boston, MA USABoston Childrens Hosp, Vasc Biol Program, Karp Family Res Labs 12-129,300 Longwood Ave, Boston, MA 02115 USA
Zurakowski, David
Lee, Richard S.
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Boston Childrens Hosp, Dept Urol, Boston, MA USA
Harvard Med Sch, Dept Surg, Boston, MA USABoston Childrens Hosp, Vasc Biol Program, Karp Family Res Labs 12-129,300 Longwood Ave, Boston, MA 02115 USA
Lee, Richard S.
Moses, Marsha A.
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Boston Childrens Hosp, Vasc Biol Program, Karp Family Res Labs 12-129,300 Longwood Ave, Boston, MA 02115 USA
Boston Childrens Hosp, Dept Surg, Karp Family Res Labs 12-129,300 Longwood Ave, Boston, MA 02115 USA
Harvard Med Sch, Dept Surg, Boston, MA USABoston Childrens Hosp, Vasc Biol Program, Karp Family Res Labs 12-129,300 Longwood Ave, Boston, MA 02115 USA
机构:
Univ Michigan, Dept Anesthesiol, Chron Pain & Fatigue Res Ctr, Ann Arbor, MI 48109 USAUniv Michigan, Dept Anesthesiol, Chron Pain & Fatigue Res Ctr, Ann Arbor, MI 48109 USA
Schrepf, Andrew
Naliboff, Bruce
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Univ Calif Los Angeles, Dept Med, Los Angeles, CA 90024 USA
Univ Calif Los Angeles, Dept Psychiat & Biobehav Sci, Los Angeles, CA 90024 USAUniv Michigan, Dept Anesthesiol, Chron Pain & Fatigue Res Ctr, Ann Arbor, MI 48109 USA
Naliboff, Bruce
Williams, David A.
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Univ Michigan, Dept Anesthesiol, Chron Pain & Fatigue Res Ctr, Ann Arbor, MI 48109 USAUniv Michigan, Dept Anesthesiol, Chron Pain & Fatigue Res Ctr, Ann Arbor, MI 48109 USA
Williams, David A.
Stephens-Shields, Alisa J.
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Univ Penn, Perelman Sch Med, Dept Biostat & Epidemiol, Philadelphia, PA 19104 USAUniv Michigan, Dept Anesthesiol, Chron Pain & Fatigue Res Ctr, Ann Arbor, MI 48109 USA
Stephens-Shields, Alisa J.
Landis, J. Richard
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Univ Penn, Perelman Sch Med, Dept Biostat & Epidemiol, Philadelphia, PA 19104 USAUniv Michigan, Dept Anesthesiol, Chron Pain & Fatigue Res Ctr, Ann Arbor, MI 48109 USA
Landis, J. Richard
Gupta, Arpana
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Univ Calif Los Angeles, David Geffen Sch Med, Oppenheimer Ctr Neurobiol Stress, Los Angeles, CA 90095 USAUniv Michigan, Dept Anesthesiol, Chron Pain & Fatigue Res Ctr, Ann Arbor, MI 48109 USA
Gupta, Arpana
Mayer, Emeran
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Univ Calif Los Angeles, David Geffen Sch Med, Oppenheimer Ctr Neurobiol Stress, Los Angeles, CA 90095 USAUniv Michigan, Dept Anesthesiol, Chron Pain & Fatigue Res Ctr, Ann Arbor, MI 48109 USA
Mayer, Emeran
Rodriguez, Larissa, V
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Univ Southern Calif, Dept Urol, Los Angeles, CA USAUniv Michigan, Dept Anesthesiol, Chron Pain & Fatigue Res Ctr, Ann Arbor, MI 48109 USA
Rodriguez, Larissa, V
Lai, Henry
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Washington Univ, Sch Med, Dept Surg, Div Urol Surg, St Louis, MO 63110 USA
Washington Univ, Sch Med, Dept Anesthesiol, St Louis, MO 63110 USAUniv Michigan, Dept Anesthesiol, Chron Pain & Fatigue Res Ctr, Ann Arbor, MI 48109 USA
Lai, Henry
Luo, Yi
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Univ Iowa, Dept Urol, Iowa City, IA 52242 USAUniv Michigan, Dept Anesthesiol, Chron Pain & Fatigue Res Ctr, Ann Arbor, MI 48109 USA
Luo, Yi
Bradley, Catherine
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Univ Iowa, Dept Urol, Iowa City, IA 52242 USA
Univ Iowa, Dept Obstet & Gynecol, Iowa City, IA 52242 USAUniv Michigan, Dept Anesthesiol, Chron Pain & Fatigue Res Ctr, Ann Arbor, MI 48109 USA
Bradley, Catherine
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Kreder, Karl
Lutgendorf, Susan K.
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Univ Iowa, Dept Psychol & Brain Sci & Urol, Iowa City, IA USAUniv Michigan, Dept Anesthesiol, Chron Pain & Fatigue Res Ctr, Ann Arbor, MI 48109 USA
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Uni Res, Res Unit Gen Practice, N-5018 Bergen, Norway
Norwegian Knowledge Ctr Hlth Serv, Oslo, NorwayUni Res, Res Unit Gen Practice, N-5018 Bergen, Norway
Larun, Lillebeth
Malterud, Kirsti
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Uni Res, Res Unit Gen Practice, N-5018 Bergen, NorwayUni Res, Res Unit Gen Practice, N-5018 Bergen, Norway
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Univ Cent Lancashire, Allied Hlth Res Unit, Preston PR1 2HE, Lancs, EnglandUniv Cent Lancashire, Allied Hlth Res Unit, Preston PR1 2HE, Lancs, England
Perrin, Raymond N.
Richards, Jim David
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Univ Cent Lancashire, Allied Hlth Res Unit, Preston PR1 2HE, Lancs, EnglandUniv Cent Lancashire, Allied Hlth Res Unit, Preston PR1 2HE, Lancs, England
Richards, Jim David
Pentreath, V.
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Univ Salford, Dept Biol Sci, Salford M6 6PU, Lancs, EnglandUniv Cent Lancashire, Allied Hlth Res Unit, Preston PR1 2HE, Lancs, England
Pentreath, V.
Percy, David F.
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Univ Salford, Ctr Operat Res & Appl Stat, Manchester M5 4WT, Lancs, EnglandUniv Cent Lancashire, Allied Hlth Res Unit, Preston PR1 2HE, Lancs, England
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Washington Univ, Sch Med, Dept Surg, Div Publ Hlth Sci, 600 S Taylor Ave,Box 8100,Rm 208S, St Louis, MO 63110 USA
Washington Univ, Sch Med, Alvin J Siteman Canc Ctr, St Louis, MO USAWashington Univ, Sch Med, Dept Surg, Div Publ Hlth Sci, 600 S Taylor Ave,Box 8100,Rm 208S, St Louis, MO 63110 USA
Sutcliffe, Siobhan
Gallop, Robert
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Univ Penn, Perelman Sch Med, Dept Biostat & Epidemiol, Philadelphia, PA 19104 USAWashington Univ, Sch Med, Dept Surg, Div Publ Hlth Sci, 600 S Taylor Ave,Box 8100,Rm 208S, St Louis, MO 63110 USA
Gallop, Robert
Lai, Hing Hung Henry
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Washington Univ, Sch Med, Div Urol Surg, Dept Surg, St Louis, MO 63110 USA
Washington Univ, Sch Med, Dept Anesthesiol, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Surg, Div Publ Hlth Sci, 600 S Taylor Ave,Box 8100,Rm 208S, St Louis, MO 63110 USA
Lai, Hing Hung Henry
Andriole, Gerald L.
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Washington Univ, Sch Med, Div Urol Surg, Dept Surg, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Surg, Div Publ Hlth Sci, 600 S Taylor Ave,Box 8100,Rm 208S, St Louis, MO 63110 USA
Andriole, Gerald L.
Bradley, Catherine S.
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Univ Iowa, Carver Coll Med, Dept Obstet & Gynecol, Iowa City, IA 52242 USA
Univ Iowa, Dept Epidemiol, Coll Publ Hlth, Iowa City, IA USA
Med Coll Wisconsin, Dept Pediat, Div Pediat Gastroenterol, Milwaukee, WI 53226 USAWashington Univ, Sch Med, Dept Surg, Div Publ Hlth Sci, 600 S Taylor Ave,Box 8100,Rm 208S, St Louis, MO 63110 USA
Bradley, Catherine S.
Chelimsky, Gisela
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Med Coll Wisconsin, Dept Pediat, Div Pediat Gastroenterol, Milwaukee, WI 53226 USAWashington Univ, Sch Med, Dept Surg, Div Publ Hlth Sci, 600 S Taylor Ave,Box 8100,Rm 208S, St Louis, MO 63110 USA
Chelimsky, Gisela
Chelimsky, Thomas
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Med Coll Wisconsin, Dept Neurol, Milwaukee, WI 53226 USAWashington Univ, Sch Med, Dept Surg, Div Publ Hlth Sci, 600 S Taylor Ave,Box 8100,Rm 208S, St Louis, MO 63110 USA
Chelimsky, Thomas
Clemens, James Quentin
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Univ Michigan, Dept Urol, Div Neurourol & Pelv Reconstruct Surg, Ann Arbor, MI 48109 USAWashington Univ, Sch Med, Dept Surg, Div Publ Hlth Sci, 600 S Taylor Ave,Box 8100,Rm 208S, St Louis, MO 63110 USA
Clemens, James Quentin
Colditz, Graham A.
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Washington Univ, Sch Med, Dept Surg, Div Publ Hlth Sci, 600 S Taylor Ave,Box 8100,Rm 208S, St Louis, MO 63110 USA
Washington Univ, Sch Med, Alvin J Siteman Canc Ctr, St Louis, MO USAWashington Univ, Sch Med, Dept Surg, Div Publ Hlth Sci, 600 S Taylor Ave,Box 8100,Rm 208S, St Louis, MO 63110 USA
Colditz, Graham A.
Erickson, Bradley
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Univ Iowa, Carver Coll Med, Dept Urol, Iowa City, IA USA
Med Coll Wisconsin, Dept Pediat, Div Pediat Gastroenterol, Milwaukee, WI 53226 USAWashington Univ, Sch Med, Dept Surg, Div Publ Hlth Sci, 600 S Taylor Ave,Box 8100,Rm 208S, St Louis, MO 63110 USA
Erickson, Bradley
Griffith, James W.
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Northwestern Univ, Feinberg Sch Med, Dept Med Social Sci, Chicago, IL 60611 USAWashington Univ, Sch Med, Dept Surg, Div Publ Hlth Sci, 600 S Taylor Ave,Box 8100,Rm 208S, St Louis, MO 63110 USA
Griffith, James W.
Kim, Jayoung
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Cedars Sinai Med Ctr, Dept Surg, Los Angeles, CA 90048 USA
Cedars Sinai Med Ctr, Dept Biomed Sci, Los Angeles, CA 90048 USAWashington Univ, Sch Med, Dept Surg, Div Publ Hlth Sci, 600 S Taylor Ave,Box 8100,Rm 208S, St Louis, MO 63110 USA
Kim, Jayoung
Krieger, John N.
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Univ Washington, Dept Urol, Seattle, WA 98195 USAWashington Univ, Sch Med, Dept Surg, Div Publ Hlth Sci, 600 S Taylor Ave,Box 8100,Rm 208S, St Louis, MO 63110 USA
Krieger, John N.
Labus, Jennifer
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Univ Calif Los Angeles, David Geffen Sch Med, Oppenheimer Ctr Neurobiol Stress & Resilience, Los Angeles, CA 90095 USA
Univ Calif Los Angeles, David Geffen Sch Med, Div Digest Dis, Dept Med, Los Angeles, CA 90095 USAWashington Univ, Sch Med, Dept Surg, Div Publ Hlth Sci, 600 S Taylor Ave,Box 8100,Rm 208S, St Louis, MO 63110 USA
Labus, Jennifer
Naliboff, Bruce D.
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Univ Calif Los Angeles, David Geffen Sch Med, Oppenheimer Ctr Neurobiol Stress & Resilience, Los Angeles, CA 90095 USA
Univ Calif Los Angeles, David Geffen Sch Med, Div Digest Dis, Dept Med, Los Angeles, CA 90095 USAWashington Univ, Sch Med, Dept Surg, Div Publ Hlth Sci, 600 S Taylor Ave,Box 8100,Rm 208S, St Louis, MO 63110 USA
Naliboff, Bruce D.
Rodriguez, Larissa V.
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Univ Southern Calif, Inst Urol, Beverly Hills, CA USAWashington Univ, Sch Med, Dept Surg, Div Publ Hlth Sci, 600 S Taylor Ave,Box 8100,Rm 208S, St Louis, MO 63110 USA
Rodriguez, Larissa V.
Sutherland, Suzette E.
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Univ Washington, Dept Urol, Seattle, WA 98195 USAWashington Univ, Sch Med, Dept Surg, Div Publ Hlth Sci, 600 S Taylor Ave,Box 8100,Rm 208S, St Louis, MO 63110 USA
Sutherland, Suzette E.
Taple, Bayley J.
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Northwestern Univ, Feinberg Sch Med, Dept Med Social Sci, Chicago, IL 60611 USAWashington Univ, Sch Med, Dept Surg, Div Publ Hlth Sci, 600 S Taylor Ave,Box 8100,Rm 208S, St Louis, MO 63110 USA
Taple, Bayley J.
Landis, John Richard
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Univ Penn, Perelman Sch Med, Dept Biostat & Epidemiol, Philadelphia, PA 19104 USAWashington Univ, Sch Med, Dept Surg, Div Publ Hlth Sci, 600 S Taylor Ave,Box 8100,Rm 208S, St Louis, MO 63110 USA