Medicine and Health Sciences Commons^™

Gbdr Regulates Pseudomonas Aeruginosa Plch And Pchp Transcription In Response To Choline Catabolites, Matthew J. Wargo, Tiffany C. Ho, Maegan J. Gross, Laurie A. Whittaker, Deborah A. Hogan

Dartmouth Scholarship

Pseudomonas aeruginosa hemolytic phospholipase C, PlcH, can degrade phosphatidylcholine (PC) and sphingomyelin in eukaryotic cell membranes and extracellular PC in lung surfactant. Numerous studies implicate PlcH in P. aeruginosa virulence. The phosphorylcholine released by PlcH activity on phospholipids is hydrolyzed by a periplasmic phosphorylcholine phosphatase, PchP. Both plcH gene expression and PchP enzyme activity are positively regulated by phosphorylcholine degradation products, including glycine betaine. Here we report that the induction of plcH and pchP transcription by glycine betaine is mediated by GbdR, an AraC family transcription factor. Mutants that lack gbdR are unable to induce plcH and pchP in media …

Identification And Genotyping Of Bacteria From Paired Vaginal And Rectal Samples From Pregnant Women Indicates Similarity Between Vaginal And Rectal Microflora, Nabil Abdullah El Aila, Inge Tency, Geert Claeys, Hans Verstraelen, Bart Saerens, Guido Lopes Dos Santos Santiago, Ellen De Backer, Piet Cools, Marleen Temmerman, Rita Verhelst

Obstetrics and Gynaecology, East Africa

Background: The vaginal microflora is important for maintaining vaginal health and preventing infections of the reproductive tract. The rectum has been suggested as the major source for the colonisation of the vaginal econiche.

Methods: To establish whether the rectum can serve as a possible bacterial reservoir for colonisation of the vaginal econiche, we cultured vaginal and rectal specimens from pregnant women at 35-37 weeks of gestation, identified the isolates to the species level with tRNA intergenic length polymorphism analysis (tDNA-PCR) and genotyped the isolates for those subjects from which the same species was isolated simultaneously vaginally and rectally, by RAPD-analysis. …

Human Uterine Natural Killer Cells But Not Blood Natural Killer Cells Inhibit Human Immunodeficiency Virus Type 1 Infection By Secretion Of Cxcl12, Teddy F. Mselle, Aexandra L. Howell, Mimi Ghosh, Charles R. Wira, Charles L. Sentman

Dartmouth Scholarship

Natural killer (NK) cells derived from the human female reproductive tract (FRT) are phenotypically and functionally distinct from those obtained from peripheral blood. Because the FRT is a primary site of human immunodeficiency virus type 1 (HIV-1) infection in women, we determined whether soluble factors secreted by uterine-derived NK (uNK) cells inhibit HIV-1 infection. Clonal populations of uNK cells were activated with interleukin-12 (IL-12) and IL-15, and conditioned media (CM) from these cultures evaluated for their ability to inhibit infection of cells by HIV-1_IIIB, HIV-1_NL4.3, and HIV-1_HC4 (X4-tropic) or HIV-1_BaL (R5-tropic) viruses. We found …

Model For End-Stage Liver Disease (Meld) Score As A Useful Prognostic Marker In Cirrhotic Patients With Infection, Rustam Khan, Shahab Abid, Wasim Jafri, Safia Awan, Saeed Hamid, Hasnain Shah, Shahid Pervez

Section of Gastroenterology

OBJECTIVE: To determine the association of Model for End stage liver disease (MELD) score to the outcome of cirrhotic patients with bacterial infection and to compare it with Child-Turcott-Pugh (CTP) score.

STUDY DESIGN: Descriptive study.

PLACE AND DURATION OF STUDY: The Aga Khan University Hospital, Karachi, from January 2005 to December 2007.

METHODOLOGY: Patients with diagnosis of liver cirrhosis and bacterial infection were included. Demographic features, laboratory data and type of infection were recorded. Multiple logistic regression assays were applied to determine the factors associated with poor outcome in cirrhotics with infection. Receiver-Operating Characteristics (ROC) were used to determine the …

Role Of Non-Group A Streptococci In Acute Pharyngitis, Jeffrey Tiemstra, R L. Miranda

Jeffrey Tiemstra, MD, FAAFP

Sarz Promotes The Expression Of Virulence Factors And Represses Biofilm Formation By Modulating Sara And Agr In Staphylococcus Aureus, Sandeep Tamber, Ambrose L. Cheung

Dartmouth Scholarship

Staphylococcus aureus is a remarkably adaptable organism capable of multiple modes of growth in the human host, as a part of the normal flora, as a pathogen, or as a biofilm. Many of the regulatory pathways governing these modes of growth are centered on the activities of two regulatory molecules, the DNA binding protein SarA and the regulatory RNAIII effector molecule of the agr system. Here, we describe the modulation of these regulators and their downstream target genes by SarZ, a member of the SarA/MarR family of transcriptional regulators. Transcriptional and phenotypic analyses of a sarZ mutant demonstrated that the …

Protection Against Mucosal Shiv Challenge By Peptide And Helper-Dependent Adenovirus Vaccines, Eric A. Weaver, Pramod N. Nehete, Bharti P. Nehete, Stephanie J. Buchl, Donna Palmer, David C. Montefiori, Philip Ng, K. Jagannadha Sastry, Michael A. Barry

Nebraska Center for Virology: Faculty Publications

Groups of rhesus macaques that had previously been immunized with HIV-1 envelope (env) peptides and first generation adenovirus serotype 5 (FG-Ad5) vaccines expressing the same peptides were immunized intramuscularly three times with helperdependent adenovirus (HD-Ad) vaccines expressing only the HIV-1 envelope from JRFL. No gag, pol, or other SHIV genes were used for vaccination. One group of the FG-Ad5- immune animals was immunized three times with HD-Ad5 expressing env. One group was immunized by serotype-switching with HD-Ad6, HD-Ad1, and HD-Ad2 expressing env. Previous work demonstrated that serum antibody levels against env were significantly higher in the serotype-switched group than in …

The Production Of Antibody By Invading B Cells Is Required For The Clearance Of Rabies Virus From The Central Nervous System., D Craig Hooper, Timothy W Phares, Marzena J Fabis, Anirban Roy

Department of Cancer Biology Faculty Papers

BACKGROUND: The pathogenesis of rabies is associated with the inability to deliver immune effectors across the blood-brain barrier and to clear virulent rabies virus from CNS tissues. However, the mechanisms that facilitate immune effector entry into CNS tissues are induced by infection with attenuated rabies virus.

METHODOLOGY/PRINCIPAL FINDINGS: Infection of normal mice with attenuated rabies virus but not immunization with killed virus can promote the clearance of pathogenic rabies virus from the CNS. T cell activity in B cell-deficient mice can control the replication of attenuated virus in the CNS, but viral mRNA persists. Low levels of passively administered rabies …

Long-Term Immunity To Lethal Acute Or Chronic Type Ii Toxoplasma Gondii Infection Is Effectively Induced In Genetically Susceptible C57bl/6 Mice By Immunization With An Attenuated Type I Vaccine Strain, Jason P. Gigley, Barbara A. Fox, David J. Bzik

Dartmouth Scholarship

C57BL/6 (B6) mice are genetically highly susceptible to chronic type II Toxoplasma gondii infections that invariably cause lethal toxoplasmic encephalitis. We examined the ability of an attenuated type I vaccine strain to elicit long-term immunity to lethal acute or chronic type II infections in susceptible B6 mice. Mice immunized with the type I cps1-1 vaccine strain were not susceptible to a lethal (100-cyst) challenge with the type II strain ME49. Immunized mice challenged with 10 ME49 cysts exhibited significant reductions in brain cyst and parasite burdens compared to naive mice, regardless of the route of challenge infection. Remarkably, cps1-1 strain-immunized …

Uncoupling Scavenger Receptor A-Mediated Phagocytosis Of Bacteria From Endotoxic Shock Resistance, Eyal Amiel, Julie L. Acker, Ryan M. Collins, Brent Berwin

Dartmouth Scholarship

Unresolved infection by gram-negative bacteria can result in the potentially lethal condition known as endotoxic shock, whereby uncontrolled inflammation can lead to multiple organ failure and death of the infected host. Previous results have demonstrated that animals deficient in class A scavenger receptor (SRA), a trafficking receptor for bacteria and bacterium-derived molecules, are more susceptible to endotoxic shock. This has been proposed to be a result of impaired SRA-dependent phagocytic clearance of bacteria resulting in stronger proinflammatory stimuli. In this report, we test the hypothesis that there is an obligate reciprocal relationship between SRA-mediated phagocytosis of bacteria and susceptibility to …

Flagellum-Mediated Biofilm Defense Mechanisms Of Pseudomonas Aeruginosa Against Host-Derived Lactoferrin, Jeff G. Leid, Mathias Kerr, Candice Selgado, Chelsa Johnson, Gabriel Moreno, Alyssa Smith, Mark E. Shirtliff, Georg A. O'Toole, Emily K. Cope

Dartmouth Scholarship

Chronic infection with the gram-negative organism Pseudomonas aeruginosa is a leading cause of morbidity and mortality in human patients, despite high doses of antibiotics used to treat the various diseases this organism causes. These infections are chronic because P. aeruginosa readily forms biofilms, which are inherently resistant to antibiotics as well as the host's immune system. Our laboratory has been investigating specific mutations in P. aeruginosa that regulate biofilm bacterial susceptibility to the host. To continue our investigation of the role of genetics in bacterial biofilm host resistance, we examined P. aeruginosa biofilms that lack the flgK gene. This mutant …

The Effect Of An Educational Intervention On The Sexual Perceptions And Practices Of Adolescents In Trinidad And Tobago, Vanessa Jones

Loma Linda University Electronic Theses, Dissertations & Projects

Background. Human immunodeficiency virus (HIV) or acquired immune deficiency syndrome (AIDS) is one of the fastest spreading infectious diseases in the Caribbean, and is second only to Sub-Sahara Africa in the prevalence of HIV/AIDS cases. Trinidad and Tobago is the southernmost twin island republic in the Caribbean. In 1999, the 5^th leading cause of death among individuals ages 15-34 in Trinidad and Tobago was HIV/AIDS. According to UNAIDS (2006), the prevalence rate of HIV in Trinidad and Tobago is 2.6%.

Purpose. Currently, there is no standardized HIV/AIDS education program in secondary schools in Trinidad and Tobago. Since HIV/AIDS is …

Tuberculous And Cryptococcal Meningitis In A Setting With High Tb And Low Hiv Prevalence, Afrasyab Khan, Bushra Jamil, Rahmat Ali, Sana Sultan

Section of Pulmonary & Critical Care

OBJECTIVE: To compare the differences in presentation and outcome of patients with tuberculous meningitis (TBM) and cryptococcal meningitis (CCM).

STUDY DESIGN: Case series.

PLACE AND DURATION OF STUDY: The Aga Khan University Hospital, Karachi, from December 1995 to December 2005.

METHODOLOGY: Patients with a confirmed diagnosis of TBM or CCM were included in this study. The signs and symptoms, laboratory findings and other variables of patients were entered and analyzed by Statistical Package for Social Sciences (SPSS) Software version 14.

RESULTS: We compared 16 patients of TBM with 11 of CCM. None of the patients with TBM were Human Immunodeficiency …

Complexity, Cofactors, And The Failure Of Aids Policy In Africa, Eileen Stillwaggon

Economics Faculty Publications

Global AIDS policy still treats HIV as an exceptional case, abstracting from the context in which infection occurs. Policy is based on a simplistic theory of HIV causation, and evaluated using outdated tools of health economics. Recent calls for a health systems strategy – preventing and treating HIV within a programme of comprehensive health care – have not yet influenced the silo approach of AIDS policy.

Evidence continues to accumulate, showing that multiple factors, such as malnutrition, malaria and helminthes, increase the risk of sexual and vertical transmission of HIV. Moreover, complementary interventions that reduce viral load, improve immune response, …

Community Acquired Pneumonia: Risk Factors Associated With Mortality In A Tertiary Care Hospitalized Patients, Muhammad Irfan, Syed Fayyaz Hussain, Khubaib Mapara, Shafia Memon, Mohammed Mogri, Muniza Bana, Amna Malik, Sara Khan, Nadia A Khan

Section of Pulmonary & Critical Care

OBJECTIVE: To evaluate risk factors associated with mortality in patients hospitalized with CommunityAcquired Pneumonia (CAP) from a developing country.

METHODS: An observational study was conducted on adult patients admitted with a diagnosis of CAP from January 2002 to August 2003 at Aga Khan University hospital, Karachi, Pakistan. Clinical records were reviewed for demographic characteristics, clinical and laboratory features, hospital course, and risk factors associated with mortality.

RESULTS: A total of 329 patients (187 males) were admitted with CAP. Two-third of patients had underlying co-morbid medical illnesses. Complications developed in 15.7% cases and the overall mortality rate was 11%. Risk factors …

Serial Evolutionary Networks Of Within-Patient Hiv-1 Sequences Reveal Patterns Of Evolution Of X4 Strains, Patrica Buendia, Giri Narasimhan

School of Computing and Information Sciences

Background

The HIV virus is known for its ability to exploit numerous genetic and evolutionary mechanisms to ensure its proliferation, among them, high replication, mutation and recombination rates. Sliding MinPD, a recently introduced computational method [1], was used to investigate the patterns of evolution of serially-sampled HIV-1 sequence data from eight patients with a special focus on the emergence of X4 strains. Unlike other phylogenetic methods, Sliding MinPD combines distance-based inference with a nonparametric bootstrap procedure and automated recombination detection to reconstruct the evolutionary history of longitudinal sequence data. We present serial evolutionary networks as a longitudinal representation …

Kinetics And Phenotype Of Vaccine-Induced Cd8+ T-Cell Responses To Toxoplasma Gondii, Kimberly A. Jordan, Emma H. Wilson, Elia D. Tait, Barbara A. Fox, David S. Roos, David J. Bzik

Dartmouth Scholarship

Multiple studies have established that the ability of CD8⁺ T cells to act as cytolytic effectors and produce gamma interferon is important in mediating resistance to the intracellular parasite Toxoplasma gondii. To better understand the generation of the antigen-specific CD8⁺ T-cell responses induced by T. gondii, mice were immunized with replication-deficient parasites that express the model antigen ovalbumin (OVA). Class I tetramers specific for SIINFEKL were used to track the OVA-specific endogenous CD8⁺ T cells. The peak CD8⁺ T-cell response was found at day 10 postimmunization, after which the frequency and numbers of antigen-specific cells …

Epidemiology And Outcomes Of Candidemia In 2019 Patients: Data From The Prospective Antifungal Therapy Alliance Registry., David L Horn, Dionissios Neofytos, Elias J Anaissie, Jay A Fishman, William J Steinbach, Ali J Olyaei, Kieren A Marr, Michael A Pfaller, Chi-Hsing Chang, Karen M Webster

Jefferson Hospital Staff Papers and Presentations

BACKGROUND: Candidemia remains a major cause of morbidity and mortality in the health care setting, and the epidemiology of Candida infection is changing.

METHODS: Clinical data from patients with candidemia were extracted from the Prospective Antifungal Therapy (PATH) Alliance database, a comprehensive registry that collects information regarding invasive fungal infections. A total of 2019 patients, enrolled from 1 July 2004 through 5 March 2008, were identified. Data regarding the candidemia episode were analyzed, including the specific fungal species and patient survival at 12 weeks after diagnosis.

RESULTS: The incidence of candidemia caused by non-Candida albicans Candida species (54.4%) was higher …

Prion Protein Glycosylation Is Not Required For Strain-Specific Neurotropism, Justin R. Piro, Brent T. Harris, Koren Nishina, Claudio Soto, Rodrigo Morales, Judy R. Rees, Surachai Supattapone

Dartmouth Scholarship

In this study, we tested the hypothesis that the glycosylation of the pathogenic isoform of the prion protein (PrP^Sc) might encode the selective neurotropism of prion strains. We prepared unglycosylated cellular prion protein (PrP^C) substrate molecules from normal mouse brain by treatment with PNGase F and used reconstituted serial protein cyclic misfolding amplification reactions to produce RML and 301C mouse prions containing unglycosylated PrP^Sc molecules. Both RML- and 301C-derived prions containing unglycosylated PrP^Sc molecules were infectious to wild-type mice, and neuropathological analysis showed that mice inoculated with these samples maintained strain-specific patterns of PrP …

Outbreak Of Dengue Fever In Karachi 2006: A Clinical Perspective, Muhammad Mehmood Riaz, Khalid Mumtaz, Muhammad Shoaib Khan, Junaid Patel, M. Tariq, Harith Hilal, Shaheryar Ahmed Siddiqui, Farrukh Shezad

Section of Internal Medicine

OBJECTIVE: This study reports clinical manifestations and spectrum of severity of dengue fever (DF), dengue haemorrhagic fever (DHF) and dengue shock syndrome (DSS) in adult patients admitted during 2006 outbreak in Karachi. A rough estimation of cost of care was also calculated.

METHODS: A cross-sectional study was done at a tertiary care hospital in Karachi from January to December 2006. Patients suspected of having DF with positive dengue IgM antibodies were included and records were reviewed. Patients were divided into DF, DHF and DSS as per WHO classification, and the severity of clinical manifestations was determined.

RESULTS: A total of …

Intravenous Inoculation Of A Bat-Associated Rabies Virus Causes Lethal Encephalopathy In Mice Through Invasion Of The Brain Via Neurosecretory Hypothalamic Fibers., Mirjam A R Preuss, Marie-Luise Faber, Gene S Tan, Michael Bette, Bernhard Dietzschold, Eberhard Weihe, Matthias J Schnell

Department of Microbiology and Immunology Faculty Papers

The majority of rabies virus (RV) infections are caused by bites or scratches from rabid carnivores or bats. Usually, RV utilizes the retrograde transport within the neuronal network to spread from the infection site to the central nervous system (CNS) where it replicates in neuronal somata and infects other neurons via trans-synaptic spread. We speculate that in addition to the neuronal transport of the virus, hematogenous spread from the site of infection directly to the brain after accidental spill over into the vascular system might represent an alternative way for RV to invade the CNS. So far, it is unknown …

Hiv Policy: The Path Forward--A Joint Position Paper Of The Hiv Medicine Association Of The Infectious Diseases Society Of America And The American College Of Physicians., Christine Lubinski, Judith Aberg, Arlene D Bardeguez, Richard Elion, Patricia Emmanuel, Daniel Kuritzkes, Michael Saag, Kathleen E Squires, Andrea Weddle, Jennifer Rainey, M Renee Zerehi, J Fred Ralston, David A Fleming, David Bronson, Molly Cooke, Charles Cutler, Yul Ejnes, Robert Gluckman, Mark Liebow, Kenneth Musana, Mark E Mayer, Mark W Purtle, P Preston Reynolds, Lavanya Viswanathan, Kevin B Weiss, Baligh Yehia

Department of Medicine Faculty Papers

Executive Summary

The American College of Physicians (ACP) and the Infectious Diseases Society of America (IDSA) have jointly published 3 policy statements on AIDS, the first in 1986 [1], the second in 1988 [2], and the third in 1994 [3]. In 2001, the IDSA created the HIV Medicine Association (HIVMA), and this updated policy paper is a collaboration between the ACP and the HIVMA of the IDSA. Since the last statement, many new developments call for the need to reexamine and update our policies relating to HIV infection. First, there have been major advances …

A Novel Codon Insert In Protease Of Clade B Hiv Type 1., Parris S Jordan, Art Poon, Joseph Eron, Kathleen Squires, Caroline Ignacio, Douglas D Richman, Davey M Smith

Division of Infectious Diseases and Environmental Medicine Faculty Papers

A novel combination of three codon inserts in the pol coding region of HIV-1 RNA was identified in a highly antiretroviral experienced study subject with HIV-1 infection. A one codon insert was observed in the protease region between codon 40 and 41 simultaneously with a two codon insert present in the reverse transcriptase region at codon 69.

Training Tomorrow’S Providers And Expanding Access To Peginterferon/Ribavirin Combination Therapyfor Chronic Hepatatis C In Underinsured/Uninsured Patients: Final Outcomes Of A Pilot, Resident-Initiated, Multidisciplinary, Hepatitis C Clinic, Nicole M. Agostino Do, Suzanne J. Templer Do, Edward Norris Md, Fapm, Charles M. Brooks Md, Eric J. Gertner Md, Mph, Joseph L. Yozviak Do, Facp

Department of Medicine

No abstract provided.

Defining An Emerging Epidemic: Hcv Seroprevalence In A Large, Tertiary-Care Health Network In Pennsylvania, Margaret Hoffman-Terry Md, Facp, Joseph L. Yozviak Do, Facp, K Nadeem Ahmed Md, Sherrine Eid Mph, Timothy J. Friel Md, Kimberly A. Pacella, Luther Rhodes Iii Md

Department of Medicine

No abstract provided.

Long-Distance Delivery Of Bacterial Virulence Factors By Pseudomonas Aeruginosa Outer Membrane Vesicles, Jennifer M. Bomberger, Daniel P. Maceachran, Bonita A. Coutermarsh, Siying Ye, George A. O'Toole, Bruce A. Stanton, Frederick M. Ausubel

Dartmouth Scholarship

Bacteria use a variety of secreted virulence factors to manipulate host cells, thereby causing significant morbidity and mortality. We report a mechanism for the long-distance delivery of multiple bacterial virulence factors, simultaneously and directly into the host cell cytoplasm, thus obviating the need for direct interaction of the pathogen with the host cell to cause cytotoxicity. We show that outer membrane–derived vesicles (OMV) secreted by the opportunistic human pathogen Pseudomonas aeruginosa deliver multiple virulence factors, including β-lactamase, alkaline phosphatase, hemolytic phospholipase C, and Cif, directly into the host cytoplasm via fusion of OMV with lipid rafts in the host plasma …

Vih Y Alcohol En Arica, Chile: Percepciones De Portadores Y Profesionales, Lena Sessions

Independent Study Project (ISP) Collection

This paper investigated the relationship between alcohol consumption and HIV in Arica, Chile. The objectives of this investigation were to understand the demographics of HIV positive Ariqueños who consume alcohol, and understand their perceptions of alcohol consumption with respect to whether they believed they had a drinking problem, whether they believed that the consumption of alcohol facilitated their contracting HIV, and whether the consumption of alcohol affected their treatment. Although there is no literature that specifically addresses the topic of how HIV positive individuals who consume alcohol perceive their disease, former research suggests that a significant number (25-50%) of individuals …

Comparison Of Replication-Competent, First Generation, And Helper-Dependent Adenoviral Vaccines, Eric A. Weaver, Pramod N. Nehete, Stephanie S. Buchl, Julien S. Senac, Donna Palmer, Philip Ng, K. Jagannadha Sastry, Michael A. Barry

Nebraska Center for Virology: Faculty Publications

All studies using human serotype 5 Adenovirus (Ad) vectors must address two major obstacles: safety and the presence of pre-existing neutralizing antibodies. Helper-Dependent (HD) Ads have been proposed as alternative vectors for gene therapy and vaccine development because they have an improved safety profile. To evaluate the potential of HD-Ad vaccines, we compared replication-competent (RC), first-generation (FG) and HD vectors for their ability to induce immune responses in mice. We show that RC-Ad5 and HD-Ad5 vectors generate stronger immune responses than FG-Ad5 vectors. HD-Ad5 vectors gave lower side effects than RC or FG-Ad, producing lower levels of tissue damage and …

Smoking Enhances Risk For New External Genital Warts In Men, Dorothy J. Wiley, David Elashoff, Emmanuel V. Masongsong, Diane M. Harper

Dartmouth Scholarship

Repeat episodes of HPV-related external genital warts reflect recurring or new infections. No study before has been sufficiently powered to delineate how tobacco use, prior history of EGWs and HIV infection affect the risk for new EGWs. Behavioral, laboratory and examination data for 2,835 Multicenter AIDS Cohort Study participants examined at 21,519 semi-annual visits were evaluated. Fourteen percent (391/2835) of men reported or were diagnosed with EGWs at 3% (675/21,519) of study visits. Multivariate analyses showed smoking, prior episodes of EGWs, HIV infection and CD4+ T-lymphocyte count among the infected, each differentially influenced the risk for new EGWs.

Living In Rural New England Amplifies The Risk Of Depression In Patients With Hiv, Siddharth H. Sheth, Paul T. Jensen, Timothy Lahey

Dartmouth Scholarship

The importance of depression as a complication of HIV infection is increasingly understood, and people living in rural areas are at increased risk for depression. However, it is not known whether living in rural areas amplifies the risk of depression in patients with HIV. We compared the prevalence of depression between rural and metropolitan HIV patients seen at the Dartmouth-Hitchcock HIV Program in a retrospective cohort study. Using the validated Rural-Urban Commuting Area Score, we categorized patients as living in small town/rural areas, micropolitan or metropolitan towns. Then, using a multivariate logistic regression model to adjust for demographic factors that …