The Diagnosis and Treatment of Iron Deficiency in Primary Care: 34,741 CBCs Reconsidered.

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The Diagnosis and Treatment of Iron Deficiency in Primary Care: 34,741 CBCs Reconsidered
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Transcript of The Diagnosis and Treatment of Iron Deficiency in Primary Care: 34,741 CBCs Reconsidered.

Page 1: The Diagnosis and Treatment of Iron Deficiency in Primary Care: 34,741 CBCs Reconsidered.

The Diagnosis and Treatment of Iron Deficiency in Primary Care:

34,741 CBCs Reconsidered

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OR

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What I learned from 55 Gallons of Baby’s Blood

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OR

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The Diagnosis and Treatment of Iron Deficiency in Primary Care:

A Qualified Failure

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Three Types of Prevention (Commission on Chronic Illness, 1957)

• Primary Prevention, which seeks to decrease the number of new

cases of adisorder or illness;

• Secondary Prevention, which seeks to lower the rate of established

cases of a disorder or illness in the population (prevalence);

• Tertiary Prevention, which seeks to decrease the amount of disability associated

with an existing disorder.

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Findings:

The secondary prevention of IDA in toddlers is difficult.Success at CCRMC=30%, in line with four other studies.

Most patients do not receive follow-up (38%) or remain

anemic at follow-up (32%).

Patients who remain anemic at follow-up have been affected for an

mean of 147 days (range 15-836 days)

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Background

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Iron deficiency is the most common and widespread nutritional disorder in the world. The

numbers are staggering: 2 billion people – over 30% of the world’s population – are anaemic,

many due to iron deficiency.

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Why do we care?

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Iron is a cofactor in 200 enzymes and is important for various functions such as:

•Oxygen carriage in Hb•Respiration•Neurotransmitter synthesis•Myelination

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Performance Problems

•Temporal organization of sleep •WISC-R intelligence test • Average math scores•Written expression, motor functioning, and some specific cognitive processes

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Neurological Findings ( Young Humans)

• The hearing abilities, verbal and non-verbal sequential memory and localization• Abnormal Visual Evoked Potential • EEG and cognitive EPs (CEPs).

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Behavioral Findings (Animals)

•Wisconsin General Testing Apparatus, Black/White Discrimination task was acquisition of Black/White Reversal (BWR) (Monkeys).•Decreased activity and stereotypic behavior (Rats).•Hippocampus-dependent learning (Rats)

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What is the Gold Standard for the Diagnosis of ID?

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Bone Marrow

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What are the Clinical Diagnostic Criteria for Iron Deficiency?

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Two Clinical Models

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Ferritin Model(NHANES III)

2 or 3 of Following Abnormal:

•Low Ferritin•Low Transferrin Saturation

•Hi Erythrocyte Protoporphyrin

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Body Iron Model(NHANES 2003-Onwards)

A Function of1) Transferrin Receptor (Tfr)

To2) Ferritin

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Body iron (mg/kg) =-[log10 (TfR*1000/ferritin)

-2.8229]/0.1207

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Anemia Is a Poor Predictor of Iron Deficiency Among Toddlers in the

United States: For Heme the Bell TollsKeith C. White, MD2005;115:315–320;

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In this study, ID was diagnosed if >=2 of the following pertained:

•ferritin <10 g/L•transferrin saturation <10%•EPP> 1.42 mol/L red blood cells.

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•Anemia was diagnosed if [Hb] was 110 g/L

•IDA was diagnosed if anemia accompanied ID

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Page 28: The Diagnosis and Treatment of Iron Deficiency in Primary Care: 34,741 CBCs Reconsidered.

Sample Cohort:

893 Toddlers ↓Hb ↓MCV ↑RDW

(PPV for ID=93%)

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341 Lost to Follow-up(38%)

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552 Followed Up

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268 “Cured”(30%)

i.e. 2nd Hb>11.0 g/dL

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284 Still Anemic(32%)

Demonstrated duration of disease=147 days (mean)

range 15-836 days

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Extraordinary Thanks

to Maura Hoag

Page 34: The Diagnosis and Treatment of Iron Deficiency in Primary Care: 34,741 CBCs Reconsidered.

AARDEN,PYRA M,MD Arora,Ravi,MD BROWN,BENJAMINA Berkowitz,Shelly, M.D. CARDOZA,MARY K,MD ABRAMSON,PAUL,MD Arpajirakul,Neary,MD BROWN,CANDIDA,MD Berletti,Charles,MD

CAREY,HAROLD,DO ADAMS,DAVID S,MD Asbun,Horacio,MD BROWN,FRANKLIN B,MD Bernhard,Margaret,MD CAREY,JOSEPH C,MD AGNOST,VICTORIA,MD Ashbrook,Cynthia,MD BROWN,MICHAEL H,MD Bernstein,Wendy,MD CARIM,YASMIN H,MD AGUILAR,CONRAD F,MD Asuncion,Gloria,MD BROWN,TRACY Bhat,K.Naras,MD CARPENTER,JAMES,MD AKIN,SCOTT,MD Aulick,Harinder,MD

BUI,HO Q,MD Bhatt,Veda S,MD CAVALLARO,GRACE,MD ALEJANDRE,GLORIA,FNP BANNWART,PHILIPP,MD BUI,THANH KHAC,MD Bierer,Elizabeth W,MD CEDERMAZ,HEATHER G,FNP

ALEXANDER,STEVEN R,MD BARNETT,ANDREW B,MD BURCHETT,LAWRENCE R,MD Birk,Harvinder S,MD CHANG,JENNIFER,MD ALINGOG,KAREN D,MD BARNETT,ANDY S BURT, KAREN

Birnbaum,Daniel,MD CHANG-YAN,HELEN,MD ANDELMAN,ROSS,MD BARRON,DANICA N,MD BURTON,JOHN T,MD Blaisch,Brian,MD CHATTEN-BROWN,JUSTIN MD ARMITAGE,DAMON,MD

BASSALI,JOANNE,MD BUSK,NEAL C,MD Blanchard,Briar,MD CHATTEN-BROWN,JUSTIN,MD ARPAJIRAKUL,NEARY,MD BEACH,COURTNEY,MD BUTLER,MICHAEL JOHN,MD Bland,Gerard,MD CHEN,ANNE A,MD ARRIZABALAGA,ARIA,MD BEAN,GARY,MD BYRNE,WILLIAM J,MD Bliss,Judith,MD

CHEN,STEVEN,MD ARVANITIDIS,DEMETRA,MD BEAUCHAMP,JON,MD Bahia,Alice,FNP Blosk,Sharon,MD CHEN,VICTOR,MD ASTA,LISA,MD BERGER,C FNP Baltrushes,Robin,MD Boakes,Jennette,MD CHENG,FLAVIO,MD AUERBACH,BURT J,MD BERGUER,RAMON,MD

Bannwart,Phillip,MD Boegel,Mary L,MD CHERAYIL,ANNIE,MD AUSTIN,PATRICIA,MD BERNHEIM,SUSANNA,MD Barger,Joseph,MD Bowers,Kenneth,MD CHEUNG,JOANNA MD Aarden,Pyra

M,MD BERRY,JAMES Barrios,Jose,MD Boyd,Michael D,MD CHILCOTT,MARISHA,MD Acinas,M. Diana,MD BETTE,LUEY FNP Barrow,Roger,MD Boyd,William H,MD CHILDRENS HOSPITAL

Adams,David S,MD BHATIA, SURUCHI,MD Basch,Corinne,MD Brenner,Richard,MD CHITGOPEKAR,PREETI,DDS Adler,Frederick W,MD BHATIA,RAJIV Bassali,Joanne,MD Brooks,Jerry,MD

CHOU,CINNIE,MD Adona,Lolita,FNP BHATIA,SURUCHI Baumeister,Lisa M, M.D. Brooks,Kenneth R,MD CHUA,MANUEL Agnost,Victoria,MD BLACK,CHRISTIAN Beach,Courtney,MD

Brown,Candida,MD CHUA,SAMUEL G.,MD Aiken,J Lee,MD BLAISCH,BRIAN,MD Beadles,Kevin,MD Brown,Tracy,MD CHUN,KWAN,MD Alicaway,Edgardo,MD BLAND,GERARD,MD Beal,Jolaine

P,MD Brunner,Wendel,MD CLARK,SARAH,MD Alingog,Karen D,MD BLOCH,JOY,MD Beauchamp,Jon,MD Bullion,Clyde,FNP COHEN,JESSICA,MD Alperin,Michael,M.D. BOBLETT,BENJAMIN

F,MD Beck,Fred,MD Buoncristiani,Amy C,MD COKER,TIMOTHY,MD Alves,Richard,D.D.S. BOND,BREA A,MD Beckley,Dennis,MD Burchett,Lawrence R,MD COLLIER,SCOTT,MD Anderson,Wayne,DO

BOTELHO,BARBARA,MD Beckwith,Kirk D,MD Burt,Karen,MD COMINOS,EVE D,MD Antioch,Planned Parenthood BOUA Bellwood,Ingrid,MD Butler,Derrick CORTEZ,PAUL S,MD Appel,Jason A,MD BRANDEIS,JUDSON,MD Berger,Christina M,FNP CABALLERO,RUBEN,FNP COYLE,ALICE,MD

Applegate,Mitchell,MD BREWER,NATHAN Bergman,Kevin L,MD CABRERA,ROLANDO,MD COYNE,KIMBERLY,MD Arana,Sonia,MD BRIZZELL,REBECCA Berguer,Ramon,MD CAPPELLARI,ANN,MD

CREMIN,DANIEL,MD

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CROWDER,KATIE,MD Cheng,Anthony,MD DESAI,MANOJ EGLI,CATHY,MD Cabrales,Raquel,MD Cherayi

l,Annie,MD DIAZ,ANGEL,FNP EMERY,HELEN,MD Cabrera,Albert Chilcott,Marisha,MD DIAZ,NATASHA,MD ERBE,JOSEPH Cabrera,Rolando,MD Chinn,Francesa,MD

DICKERSON,CHARLES,MD ERICKSON,ELIZABETH Cain,Janet Chipkin,David R,MD DO,ANH TRUNG ERRICO,WILLIAM R,MD Camodeca,Frank,DDS Chiu,Kwang,MD DODGIN,DAVID,MD

ESCALADA,MARIA,MD Carey,Joseph C,MD Cho,Myung R,MD FEIERABEND SUSAN EVELAND,JOANNA,MD Carin,Dorothy A. Chou,Cinnie,MD DOSANJH,SANDEEP,MD EYERMAN,JAMES D,MD

Carlson,Edwin,MD Chun,Kwan,MD DOSHI,BELLA A,MD Egli,Cathy,MD Carmichael,Cynthia G,MD Clark,Ezra,M.D. DUNCAN,SPENCER,MD Eilerman,Sallie,MD Carpenter,James,MD

Cleveland,Aaron,MD DUNHAM,MIRIAM E,MD Elliff,Jo,FNP Carr,John A,MD Cohen,Jessica,MD DUONG,UYEN,MD Ellis,John,MD Carr,Walter,MD Colwell,Kate,M.D. Dacker,Evelin,MD Eppolito,Lawrence J,FNP Fentress,Matthew,MD Carroll,Peter,MD Colwell,Kate,MD Dally,Margaret,MD

Eveland,Joanna,MD Fidler,Michael,MD Carter,Brazell,MD Cominos,Eve D,MD Dalton,Laura,MD Ewing,Hope,MD Fielden,Jessica,MD Carter,Kimberly Y,MD Cominos,Eve D.,M.D. Daniels,Clark,MD FAREY Fish,Jeremy,MD Casebolt,Allen,MD Cooperider,Larry,F.N.P.

Daniels,Stephen J,MD FARMER,DONNA Fishel,Carol,FNP Catalya,Esther Q,MD Corcoran,Martha Ellen,M.D. Daniels,Stewart A,MD FARMER,DONNA,FNP Flores,Jose Luis,MD Cates,Edward,MD

Corona,Mario,M.D. Dao,Huy D,MD FELDMAN,ROBERT MD Forman,Stuart,MD Cavallaro,Grace,MD Corser,Nancy,F.N.P. David,Sheila,MD FLETCHER,STACY,MD Foster,Matthew C,MD

Cedermaz,Heather G,FNP Corser,Nancy,FNP DeSoer,Craig,MD FLORES,JOSEPH MD Franck,Sarah,FNP Champlin,John G,MD Cortez,Paul S,MD Degnan,Kevin,MD FLORIO,CECILIA,MD Franco,Arturo Chan,Rodney,DPM Crane,Charles,M.D. Degnan,Nadine,MD FRASER-HULTHAGE,ANNA E,MD

Frank,JEFF,MD Chander,Jayshree, M.D. Crane,Charles,MD Desai,Tushar,MD FRECH,LESLIE,PHD Fraser-Hulthage,Anna E,MD Chang,David W,MD DALLY,MARGARET,MD Diamond,Jan,MD

FURER,JESSICA,MD Frazer,Brad,MD Chang,Smith, M.D. DAO,HUY D,MD Diaz,Jessica,MD FURTADO,MARCIA LUISE,FNP Fruman,Neil S,MD Chang,Tsu-Weng Dubuene,MD DASARI,RAJ

Dooley,Diane,M.D. Faivre,Scott R,DDS Furtado,Marcia Luise,FNP Chapman,Michelle,MD DASARI,RAJ,MD Dooley,Diane,MD Fajana,Olayinka,MD GEE,JOHN Chappel,E Thomas,MD

DAVIS,BRIAN,MD Dorado,Francisco,MD Farey,Krista,MD GEE,JULIUS W,DO Chatten-Brown,Justin,MD DAVIS,SUZANNE,MD Dosanjh,Sandeep K,MD Farmer,DONNA,FNP GILBERT,JOHN I

Chavez,Christina DAWLEY,COURTNEY A,MD Dowling,James,MD Farnitano,Christopher,MD GIRI,VASANTA,MD Chavez,Frances,MD DEHLINGER,MAIA,FNP Duir,Kimberley,MD Feierabend,Susan

GLEGHORN,ELIZABETH,E,MD Chavez,Patricio,MD DENHERDER,DEBRA,MD ECHOLS,JOHN C,MD Feierabend,Susan,MD GODZICH,MICAELA C,MD

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GOLDIN,MARK,MD Gordon,Amy S,M.D. HINES,PAMELA Hearst,David,MD Hurtado,Martin,MD GONZALEZ,DIANE,MD Goren,Alvin,MD HINMAN,PRISCILLA Hejinian,Anna,M.D. JACKSON,JONATHAN,MD

GORDON,NAYVIN, MD Gorodetsky,Alexander,M.D. HINMAN,PRISCILLA,MD Helmstein,Jean,FNP JACOBSEN,TORSTEN P,MD GRAHAM,OLIVER Z,MD Gould,John E.,M.D. HJORTSVANG,ERICK,MD

Henderson,Ellen,MD JAN,BRIAN A GREEN,ANGELIQUE, MD Graham,Regina R,MD HO,MINH,MD Henderson,Lorre,MD JELTEN,GERI GREEN,JON,MD Graves,Gretchen D,MD HOFFMAN,WILLIAM Y,MD

Henson,Jennifer,MD JENKINS,SHEILA,MD GREEN,TRINH,MD Graves,Gretchen D.,M.D. HOFFMANN,DONALD,MD Herbst,Mark D,MD JENKINS,WILLIAM,MD GRIESAU,BARBARA,FNP Graves-

Matthews,Mcheko,M.D. HOFSTADLER,GUENTER,MD Hernandez,Estela,MD JEUNG,JOAN J,MD GRIMES,GARY,MD Green,Trinh M,MD HOLMES,MICHELLE,MD Hernandez-Lopez,Maria,MD JIANG,XIAOHUA,MD

GRIMES,JANET,MD Greenberg,Steven A. HOOD,ROBERT,MD Herrera,Lionel,MD JOHNSON,GWENDOLYN,MD GRISHAM,JULIE,MD Grimes,Janet M,MD HOPKINS,J,M.D. Higgins,Cheryl,FNP

JONASDOTTIR,SOFFIA,MD GROSS,JOEL,MD Grondahl,Joseph M,MD HOPKINS,JAMES M,MD Hilaman,Brad L,MD Jacobs,Beverly,FNP GROSS,LAURA MD HAGLUND,KIMBERLEY,MD HOWARD,RENEE,MD

Hilty,Jill,M.D. Jacobs,Jeffrey,MD GROSS,LAURA,MD HAHN,DAVID,DO HSIEH,CHARLOTTE,MD Hiner,Sharon,MD Jacobs,Lyn GROSSFELD,JODI HALPIN,TIM,MD HSU,CARL, MD

Hines,Pamela,M.D. Jagust,William,MD GROSSNICKLE,ELLEN,MD HAMILTON JR,GEORGE,MD HUBIAK,MELISSA,MD Hines,Pamela,MD Jain,Nidhi,MD GWALANI,TULSIDAS,MD HANLIN,DOUGLAS,MD

HUMELBAUGH,GIA Hinman,Priscilla,M.D. Javaheri,Shahin M,MD Gallegos,Emmanuel L,M.D. HANSEN,ANNIKEN,MD HUYNH,HUONG,MD Hinman,Priscilla,MD Jayasekera,Neil S,MD Gee,Lance,MD HANSEN,ERICA

D,MD Haglund,Kimberley,MD Ho,Ada M,MD Jayasekera,Neil,MD George,Lily,MD HARMATZ,PAUL R,MD Hamilton Jr,George E,MD Ho,Delphine K,MD Johnson,Alonza,M.D. Gerardi,William,M.D. HARRISON,STEVEN,MD Hamilton,Gwendolyn,M.D. Hobert,D Kent,MD Johnson,David,M.D. Ghori,Imtiaz

HASTINGS,JACK,DDS Hamilton,Gwendolyn,MD Hofstadler,Guenter W,MD Johnson,Gwendolyn,M.D. Ghori,Imtiaz,MD HAY,SUNATHARA,DO Hammond,Geffrey,MD Hogness,Christopher,MD Johnson,Robert N.,M.D.

Ghotbi,Mo,M.D. HAYES,DEBORAH,MD Hansen,Anniken B,MD Holbrook,Helene,FNP Johnson,William,M.D. Gilbert,Arnold,M.D. HEANEY,DANIEL,MD Hansen,Erica D,MD Holmes,Michelle M,MD Johnson,Yeva, M.D. Gillis,Lesley A,FNP HEISLER,STEPHEN,MD Hanson,Kenneth,OD Hopkins,James M,DO

Jolton,Francine,M.D. Gladden,Jennifer,MD HELLMAN-WYLIE,CYNTHIA,FNP Harris,Charles R,MD Howard,Phyllis,FNP Jolton,Francine,MD Glatt,Patricia,M.D. HELMSTEIN,JEAN Harris,Charles,MD

Hsieh,Charlotte J,MD Jones,Anthony E,MD Glatt,Patricia,MD HENCH,ANNE Harris,Homer W,MD Hsu,Carmen,MD Jones,Jeffrey,M.D. Godzich,Micaela C,MD HERNANDEZ,ESTELA,MD Harvey,Ann,MD Hsu,Hwei-Jung,MD Jones,Kenneth L,MD Goldstein,David N,MD HERRON,SHERYL,FNP Hass,Leif R.,M.D. Hubiak,Melissa,MD KAJI,TROY T,MD Goldstein,David,MD HERTZ,BRIAN,MD Hatcher,Byron,MD Huie,Fredric D,MD KALRA,SUMITA K,DO Gonzalez,Ruben,MD HILL,PATRICIA,FNP Hay,Donald,MD

Huie,Fredric,MD KAMALNATH,JACINTHA Goodman,James,M.D. HILLMAN,LORENA F,MD Hay,Sunathara,DO Humphrey,Kenneth,MD KANE,LESLEE,MD Goodman,Susan R.,M.D. HINDI,ROBERT, MD*

Hayes,Elizabeth,MD Hunt,Thomas,MD KANG,HANNA,MD

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REITZENSTEIN,JONATHAN,MD Ringo,Patrice M,MD SCHREIER,HERBERT M.D. SPOONER-DEAN,KERRY,M.D. RHODES,GREGORY A,MD Risgalla,Edward,MD SCOTT,MALAIKA M,MD STALLINGS,RONALD,MD

RIDDEL,JIM,NP Roberts,Jessica B,MD SEBAN,OLIVER,MD STEBER,BRIAN,MD RILEY,JENNY,MD Roberts,John Paul,MD SEED,CHRISTINA,DO STEELE WOODALL,VICKY,FNP RINGO,PATRICE,MD

Robinson,Curtis,M.D. SEGALL,SERGE S,DDS STEELMAN,MARIA,MD RISGALLA,EDWARD,MD Rodarte,Christopher,M.D. SHAH,NISHANT H,MD STEFFENSON,SANDRA,MD ROBC Roe,Taiyun,MD

SHAH,SAMIR,MD STEIN,MICHAEL R,MD ROBERTS,JESSICA,MD Romero-Duran,Adolfo,MD SHAIN,PHILIP,MD STEINER DOOHAN,NOEMI,MD ROE,TAIYUN,MD Roos,Joan A,FNP

SHANAHAN,ROBIN,MD STEINHART,RACHEL,MD ROHWEDER,DANIEL A,MD Roos,Joan,FNP SHATZ,ARNOLD,MD STEIRN, FNP Schaffer,Sarah,MD ROMERO-DURAN,ADOLFO,MD Rosenfeld,Jack,DDS

SHAW,MAYA S,MD STEIRN,FNP Schaplow,Reagan,MD ROMO,CECILIA Rosenthal,Macey H,MD SHEFA,MEHDI,MD STETTNER,MICHAEL,FNP Schechtman,Andrew,MD

ROSENTHAL,PHILIP MD Rosenthal,Macey,MD SHEFA,Q,MD STEUBLE,B Scheffer,Jonathan L,MD ROSENTHAL,PHILIP,MD Ross,William,M.D. SHELDON,WILL C,MD STYCH,DEBORAH,FNP Scherzberg,Maureen,FNP ROSS,CHRISTINE,MD Rudlowski,Teresa,MD SHELTON-PRYOR,RUTH E,MD

SWARZENSKI,BARBARA,MD Schnake,Ann L,FNP ROUX,JOAN W,MD Rush,Philip,MD SHOVLIN,PATRICIA M,MD Saffier,Kenneth A,MD Schnake,Ann,FNP RUDA,STEPHEN,DO SACHDEV, NEELAM,MD

SIEGAL,JENNIFER Saffier,Kenneth,MD Schneider,Jeanette E, M.D. Rafal,Robert,MD SACHDEV,JANAK,MD SIEGEL,ALAN,MD Safianoff,David,MD Schreiber,John,MD Randles,Bradley,MD

SACHDEVA,SURESH,MD SILVERSTEIN,STUART C,MD Saito,Hideto,MD Schwamberger,Shelle,MD Rapa,Katarzyna W,MD SAHEBKAR,FARHAD M,MD SIMMONS,JILL (HILTY) Salceda,Irene A,PA

Schwartz,Jerrold,MD Raphael,David,MD SALSBURG,ELIZABETH L,MD SIMON-WEISBERG,DEBORAH,MD Sam,Michel,MD Schwedes,Judith,MD Raumer,Sheila,MD SAMPSON,OLIVIA,MD SINHA,NANDA,MD

Sandler,Andrea E,MD Scott,Malaika M,MD Reedy,David B,MD SANDLER,ANDREA,MD SKOCHKO,GREG,MD Sandler,Maurice,MD Seawell,Elaine O,FNP Reese,Cote SAPIEN,ROBERT E,MD SMITH Sands,Michael,MD Seawell,Elaine O.,FNP Reif,Paul,MD SARASUA,JAMES,MD

SMITH,CHRISTINE B,FNP Santiago,Daniel E,MD Severson,G. Kaye,FNP Reilly,Brenda,MD SAUERLAND,EBERHARDT,MD SMITH,THOMAS J,MD Sapien,Robert E,MD Shaffer,Ingeborg,MD

Reisman,Jeanne,MD SAVAGE,CYNTHIA,MD SOLIS,ROBERTO A,MD Sarvasy,Paul,MD Shah,Nishant H,MD Render,Rebecca M,DO SCHAFFER,GERALD, MD* SOLOMON,DAVID J,MD Sarvi,Saunaz,DDS

Shalen,William Reynolds,Nancy,MD SCHEFFER,LISA G,MD SONG,JACK,MD Saucedo,Jesus,M.D. Sharma,Aditya,MD Reynolds,Vera,FNP SCHESSER,JONATHAN,MD* SORIA,RAFAEL,MD

Savage,Cynthia J,MD Shaw,Howard,FNP Riccio,Adrienne,RN SCHIFFMAN,LOLLY,MD SORRELL,ARTHUR,MD Savage,Walter T,MD Shaw,Maya S,MD Rice,Abraham C,MD SCHMIDT,D SCOTT,MD

SPAIN,ALAN J,MD Sayani,Sam,MD Shaw,Michael Riedel,J Frederick,MD SCHNEIDER,LUREE,MD SPANGLER,LINDA,MD Siegel,Alan L,MD Sheldon,Will C,MD

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Siegel,Jennifer,M.D. Stone,David,MD Treatment,Nurse WARNE,THOMAS,MD Weiner,Ira,MD Sigmond,Herbert,MD Stringer,Penney C,MD Tremain,Steven,MD WASHINGTON,SHARON D,MD

Weingard,Herbert,MD Simon-Weisberg,Deborah,MD Strych,Deborah,FNP Truman,Kirsten C,MD WATERS,SHANNON,MD Weinreich,Don H,MD Singh,Deviner,MD Su,Cindy W,MD Tsai,Clark S,MD WATSON,JOHN,MD Weiss,Stephen,MD Skinner,Harry,MD Suchow,David,MD Tsai,Tsuong,MD

WEBB,KINARI,MD Weng,Christiana Y,MD Slauson,Dana L,MD Sutherland,Sonia,MD Tsang,Jennifer,MD WEI,ALAN,MD Werner-Crohn,Mindy,MD Slauson,Dana,MD Swartz,Aubrey,MD

Tysell,James R,MD WEIGOLD,SCOTT,MD Wernham,Aaron A,MD Smallhorne,Violet,MD TAI,DENICE K,MD Tysell,James,MD WEILAND,DAVID S,MD Westerman,Jennifer,FNP Smick,Kathryn,MD

TANG,JOYCE,MD Tzvieli,Ori,MD WEINMAN,CHRISTIAN,MD Whalen,Jon,MD Smith,Daryl,MD TANTOD,BHAKTI,MD UDENYI,NKECHINYERE,MD WENG,CHRISTIANA,MD White,Keith C,MD

Smith,James,MD TAVERNIER,LAURA,MD UNASSIGNED PCP WHINNERY,CATHERINE,MD White,Keith,MD Smith,Jeffrey V,MD TAYLOR,DENISE UNDERWOOD,VIRGINIA,MD WHITE,CHRISTINE,FNP

White,Matthew P,MD Smith,Nora,MD TODD,MICHAEL,MD UNIS,CLAIRE,MD WHITE,NEAL,MD White,Ralph Devere,MD Smith,T,MD TODD,RODNEY,MD Urcuyo,Sergio,MD

WHITE,VANEIDA,MD White,Thomas,MD Sobel,Daniel,MD TOMASULO,MICHELE,FNP VALVERDE WHITEHAIR,BREA,MD Wildfire,Gila,MD Solomon,David J,MD TORNABENE,FELICIA,MD VALVERDEE

WHITEHALL,JUDI,MD Wille,Mark,MD Song,Jack J,MD TREATMENT,NURSE VAN HANDEL,MARK,MD WHITTEN,LAURA F,MD Williams,Kathryn,MD Sorensen,Gregg S,MD TREYGER,LEONID,MD

VAN MEURS,DIRK,MD WIDDER,DONALD J,MD Williams,Tanya M,MD Spalding,Joanne,MD TZVIELI,ORI,MD VAN ORDEN,FRANK,MD WILDFIRE,GILA,MD Wong,Bryan M,MD Standefer,Charlotte

B,MD Tai,Denice K,MD VAN SCHAVEN,EMILY,MD WILLIAMS,ROGER,MD Wong,DAN K,DDS Standefer,Charlotte,MD Tangco,Angelita,MD Van Duren,Michael,M.D. WIXOM,PHILIP A,MD Wong,Michelle,MD

Stanger,Jennifer,MD Tantod,Bhakti D,MD Van Duren,Michael,MD Wadle,Dawn Marie,MD Wong,Sharman,OD Stanger,Jonathan R,MD Taylor,Denise,MD Van Konynenburg,Kristin,MD Wagner,Andrea,MD

Wright,Lara M,MD Staniotes,Lizabeth N, M.D. Taylor,Opal I,MD Vastine,David R,MD Wagner,David,MD YANG-SHARMA,PATRICE,MD Steinberg,Jonathan D,DPM Tendero,Clarissa,MD Von

Rydingsvard,Milton,M.D. Walker,Scott,DDS YASUL,JOSE,MD Steinberg,Susann,M.D. Tenduf-La,Tenki,MD Vonbuettner,Marion,MD Walker,Susan J,MD YATES,RACHEL L,MD Steinhart,Rachel,MD

Thedinger,Blair,MD Vonrydingsvard,Milton,MD Walker,William,MD YOO,DAVID,MD Steirn,Cathy,FNP Thomas,Cecilia,DDS WAGNER,DAVID,MD Walsh,John R,MD Yang-Sharma,Patrice,MD

Stephens,Claudell,MD Thomas,Michelle,MD WALKER,BRADLEY,MD Walsh,Judith M,MD Yasul,Jose I,MD Stephenson,Linda,FNP Timmerman,Laura A,MD WALKER,MIGNON,MD Walsh,Judith,MD

ZAKS,CAMILO C,MD Stern,Richard S,MD Toma,Louay,MD WALSH,JOHN,MD Warne,Thomas R,MD ZELAN,SAUL,MD Stewart,Jerome,MD Tomasulo,Michele,FNP WANG,CATHERINE,MD

Warner,Deborah,MD Zaks,Camilo C,MD Stinson,Mark,MD Trapnell,James,MD WANG,LINA,MD Wasko,Janet,FNP Zaks,Walter,MD Zimmerman,Daniel,MD Zerweck,Bradley W,MD

Zamani,Christopher,MD

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KASTEN,THOMAS,MD Keller,Lisa K,MD LEGGETT,MICHELLE Lee,Rebecca,MD KAUR,RAMANDEEP,MD Kelley,Juliette,MSS LEHMAN,TARA,MD Legg,Jill J,MD KEATING,LIAM,MD Kelly,Olga D,MD LEIGH,ERICA,MD Lehman,Tara A,MD KEBEBEW,POSITRON,MD Kemmet,Rebecca K,MD LEIGHTON,LYNETTE

Leong,Craig,M.D. KELLY,KRISTEN Kershnar,Rebecca L,MD LERMAN,BENJAMIN S,MD Leong,Rudy,M.D. KELLY,OLGA,MD Keswani,Anita,MD LEWIS, NANCY E,MD Levin,Robert,M.D. KENT,ZACK,MD Kim,Hye-Kyung,MD LEWIS,BRAD,MD Levin,Sara K,MD KERLEY,SARA,MD

Kleinerman,David I,MD LEWIS,ELISE,MD Lewis,Elise A,MD KERSHNAR,REBECCA,MD Kleinerman,David,MD LEWIS,STEPHEN B Lin,Alice,MD KEVAN, JONATHAN Kline,Todd M,MD LIN,ALICE,MD Lindsay,R. J.,M.D. MAYLAND,GABRIEL,MD KHAN,FARINA,RN Knight,Robert,MD LIN,JANET,MD Lindsey,David,M.D. MCADAMS,LANCE,MD KHOURY,RONALD,MD Koo,Ralph A,MD

LIN,MARGARET,MD Lipson,John H,MD MCBRIDE,PAMELA,MD KIBELSTIS,THOMAS,MD Kramer,Theresa,MD LINDE,BRIAN,MD Lively,Daniel, M.D. MCCARTHY,CLAIR,MD KISSINGER,CATHY,FNP Kulinsky,Ilya,MD LINN-MAKUA,LIZABETH,FNP Lockhart,Ann B,MD MCCARTHY,EVE A,FNP KONKK

Kullar,Ravjeet K,MD LIPSON,JOHN H,MD Loeliger,Scott F,MD MCCORMICK,JANE,MD KOO,RALPH A,MD Kumar,Pradeep,MD LOCKHART,ANN,MD Long,THOMAS MCCOY,THOMAS C,DO

KRUTZ,REBECCA A,MD LAI,JAY LOEFFLER,ANN M,MD Longoria,Anthony M,FNP MCDANIEL,MARC KULLAR,RAVJEET,MD LAM,WENDY LOELIGER,SCOTT,MD Lopez,Carlos,M.D. MCDONALD,THOMAS,MD KULOVSKY,SUSAN M,DO LAMANUZZI,SARAH MD LONGORIA,ANTHONY M,FNP

Lopez,Hector J.,MD MCENTEE,AMY,MD KURUVILLA,PRAMITA,MD LAXAMANA, DARLEEN DDS LOTRIDGE,JESSICA,MD Lucey,Bette B,FNP MESSINGER,JEFFREY,MD Kailikole,Theresa,MD LEACH,RANDY A,MD

LUCEY,BETTE,FNP Lum,Karen, M.D. MEYER,JACOB M,MD Kaji,Troy T,MD LEAVITT,JONATHAN LUM,KAREN Luong,Lien,MD MEYER,JENNIFER,MD Kalkstein,Stephen W,MD LEE,BRIAN,P,MD LYONS,MICHAEL,MD MACCHOR,NADAL MEYER,LEIF Kalra,Sumita K,DO

LEE,DANIEL A,MD Lackman, M. MD MACEDO,JOSEPH,MD MILLER,DAVID,MD Kamalnath,Prakash J,MD LEE,ERIN M MD Lantz,Donald J,MD MAHAR,DIANA,MD MILOJEVIC,DIANA MD Kang,Hanna,MD LEE,GEORGE,MD Lantz,Donald,MD MAHONEY,JOHN MINDY WERNER-

CROHN, MD Karell,Manuel L.,M.D. LEE,JAMES, MD Lares,Beatriz,M.D. MALIK,RITU,MD MIRAMONTE, SHELLY Karpf,Esther,FNP LEE,KAI-MAN,MD Laxamana,Darleen G,DDS MANUNTAG,WILFRED

MIRANDA,KRISTEN Kartun,Karen F,MD LEE,MICHAEL Lee,Daniel A,MD MANUNTAG,WILFREDO,MD MOELLER,KRISTIN,MD Katz,Samuel,MD LEE,SCOTT,MD Lee,Eun-Kyu,M.D. MARTINEZ,DAVID,MD MOHR,ARWEN,MD Katzman,Kenneth A,MD LEE,SU-MAY,MD Lee,John M,MD MARTINEZ,MICHAEL S,MD MONTANDON,MICHELE,MD Katzman,Kenneth,MD LEE,TABESSA I,MD

Lee,John,M.D. MATSUNAGA,ALISON T,MD MOORE,JUDE J,MD Kaufman,Douglas,MD LEGG,JILL J,MD Lee,Michelle,MD Keating,Liam,MD MORAN,BRIDGET,FNP

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MORGAN,JAMES,MD Martinez,Michael S,MD Morrison,Chantal L,DO PABERS,JOHN,MD Perez,Edith,MD

MORRISON,CHANTAL L,DO Matsumura,Gary,MD Mueller,Robert A,MD PACKMAN,SEYMOUR,MD Perez,Greta,MD MOULTON-BARRETT,REX,MD Matsunaga,Alison T,MD Murai,Sarah E,MD PAIGE,THOMAS,MD Perez,Pauline,MD MOZA,JOSEPH,MD Mattka,F J,DDS NAIMA,IRAJ,MD PALMER,NANCY,MD

Perez,Peter J,MD MUNNICH,JO MARIE,MD May,Daniel,MD NATION,ROMAN,MD PALOMINO,MICHAEL A,MD Perez-Baron,Gina,MD MURAI,SARAH,MD Mbanugo,Ogo S,MD NAVEL,DAVID,MD

PALOMINO,MICHAEL A,MD Perez-Salinas,Dalia MacDannald,Harry,MD Mbanugo,Ogo,MD NAVEL,JAMIE,MD PAYNE,CHELSEA,MD Perlas,Maria K,MD MacDonald,David J,MD McAnich,Jana,MD

NGUYEN,DAO M,MD PEHLING,JAMES R,MD Perry,Alison W,FNP MacDonald,David,MD McAninch,Jack W,MD NGUYEN,LOAN,DO* PEPPER,DAVID,MD Peterson,William J,MD Macedo,Joseph J,MD McCabe,Robert,MD NGUYEN,MYHOANG,MD PEREZ,JUAN,MD Pham,Julie,DO Madrigal,Teresa,MD McCoy,Thomas

C,DO NIX,DEBBIE,FNP PEREZ-BARON,GINA,MD Picker,Robert,MD Magbitang,Fereyes,MD McDaniel,H Marc,MD Nagel,Charlotte,MD PERLAS,JANE,FNP Pierson-Brown,Leigh,FNP Mahan,Bernadette McDonald,Diana,FNP Navel,Jamie M,MD PESSL,ERICH,MD Pilcher,David W,MD Mahar,Dennis,MD

McDonald,Michael Nelson-Munson,Karen,MD PETERSON,AARON,MD Pillai,Sangita S,MD Mahar,Diana H,MD McNabb,Thomas R,MD Nguyen,Myhoang P,MD PETERSON,WILLIAM J.,MD Pinto,Natasha J,MD

Maher,Patrick,MD McNeil,Sarah,MD Nidorf,David,MD PETTIT,CHARLES R,MD Pitman,Dorothy,M.D. Maher,Terry,MD Melny,Richard,MD Nix,Debbie,FNP PHAM,AN T,MD Pizzo,Anthony,FNP

Makhoul,Nicolas E,M.D. Mendoza,Julio,DDS Nordensjo,Anna K.,M.D. PHELPS,BRIAN,MD Polzin,David,MD Makhoul,Nicolas E,MD Mendoza,Zenaida M,MD O'LEARY,MAURA,MD PIERSON-BROWN,LEIGH,FNP

Porter,William,MD Makow,Adele,MD Mendoza,Zenaida, M.M.D. O'MEANY,JUAN F,PA PIERSON-BROWN,LEIGH-ANNE,FNP Pramanik,Rajiv,MD Malik,Geeta,M.D. Meyer,Jacob M,MD OLDHAM,DEREK,RES

PINTO,NATASHA,MD Public Health,Pittsburg Malik,Rajiv,MD Meyers,Leif E,MD ONISKO,NANCY,DO POLLICK,CHRISTOPHER,MD Public Health,Richmond Malik,Ritu,MD Miller,Barry,M.D. OWENS,MELISSA K,MD PONOMAREFF,GEORGE,MD Puell,Michael A,MD Mallen,Peter R,MD Miller,Daphne,M.D. OZAETA,LEE,MD POPULIS,AMELIA Puell,Michael,MD Mandiberg,Robert L,MD Miller,Fred,MD Olsen,Harvey,MD

PRAMANIK,RAJIV,MD QADIR,MALIHA,MD Mansour,Karim M,MD Miller,Laura FNP Olsen,Richard,M.D. PRESCOTT,STACY MD QUIDES,KATHY,N.P. Manuntag,Wilfredo P,MD Miller,Michael,M.D. Olsen,SteveN PRIVATE DOCTOR QUINONES,LISA M,MD Maramonte,Shelly M,MD Milojevic,Diana,MD

Olson,Donald,MD PRYSI,SCOTT,MD Quinones,Lisa M,MD Maramonte,Shelly,MD Moeller,Kristin A,MD Onisko,Nancy S,DO Paige,Thomas N,MD RANA,FARAH,MD Marchand,Erin,MD

Mohr,Arwen E,MD Osborne,David F,MD Palmer,Nancy K,MD RAO,KALPANA,MD Maron,Steven,MD Montandon,Henri E,MD Osborne,Frederick M,MD Parkison,Gary,M.D. RAPA,KATARZYA,MD

Marten,Timothy,MD Montandon,Michele M,MD Owen,Kenneth Dale,M.D. Pearson,Meg RASKIN,GORDON,MD Martin,Albert E,DDS Morrell,Rose E,MD Owens,Nancy,M.D. Pehling,James R,MD REEDY,DAVID

B,MD Martin,Gail E.,M.D. Morrell,Rose,MD Owens,Nancy,MD Pepper,David R,MD REILLY,BRENDA,MD

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