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About the Toxicant and Disease Database
Sarah Janssen MD, PhD, MPH
University of California, San Francisco
Gina Solomon MD, MPH
Natural Resources Defense Council; University of California San Francisco
Ted Schettler MD, MPH
Science and Environmental Health Network; Boston Medical Center
Human disease results from complex interactions among genes and the
environment. Environmental exposures to chemical, physical, and
biological agents may cause or contribute to disease in susceptible
individuals. Personal lifestyle factors, such as diet, smoking, alcohol
use, level of exercise, and UV exposure, often are a primary focus when
considering preventable causes of disease. However, exposures to
chemical contaminants on the job, at home, in the outdoors, and even in utero,
are increasingly recognized as important and preventable contributors
to human disease. These exposures are the focus of this project.
More than 80,000 chemicals have been developed, distributed,
and discarded into the environment over the past 50 years. The majority
of them have not been tested for potential toxic effects in humans or
animals. Some of these chemicals are commonly found in air, water,
food, homes, work places, and communities. Whereas the toxicity of one
chemical may be incompletely understood, an understanding of the effect
from exposures to mixtures of chemicals is even less complete.
Chemicals may have opposing, additive, or even synergistic effects. One
example of a synergistic effect is tobacco smoking coupled with
asbestos exposure, which increases the risk of lung cancer by 25-fold—a
risk much higher than that resulting from the sum of the risks of the
individual agents.
Toxic effects of chemical agents are often not well understood
or appreciated by health care providers and the general public. Some
chemicals, such as asbestos, vinyl chloride and lead, are well
established as causes of human disease. There also is good evidence to
suggest increases in the incidence of some cancers, asthma, and
developmental disorders can be attributed to chemical exposure,
particularly in young children. Other diseases, such as ALS or Gulf War
Syndrome have been hypothesized to be associated with chemical
exposures, but the evidence is limited.
The effects of chemical exposures in humans are difficult to
study because controlled human experimentation isn't ethically
feasible. There is limited human data obtained from accidental
exposures, overdoses, or studies of workers exposed occupationally.
Environmental exposure studies in the general population also can be
useful, though they often have limitations. Many diseases, such as
cancer, may not appear until decades after an exposure has occurred
making it difficult for causal associations to be identified. Exposure
assessment, a critical step in environmental epidemiologic studies, is
difficult. Retrospective exposure assessment usually requires estimates
and considerable judgment and is subject to significant error. An
individual's exposure may change over time, and exposures occur to
multiple chemicals both in the home and work environments. It is
difficult for individuals to remember what they have been exposed to
and, moreover, most people are unaware of what their exposures were.
The effects of chemical exposures may vary, depending on the
age of exposure (in utero, childhood, adult), the route of exposure
(ingestion, inhalation, dermal), amount and duration of exposure,
exposures to multiple chemicals simultaneously, and other personal
susceptibility factors, including genetic variability.
Because of these challenges, most toxicity research is
conducted in animal studies. Although animal studies are not the
emphasis of this database, animal studies contribute important
toxicological information and can provide strong evidence of disease
without human epidemiological studies if the mechanism of action is
relevant. Many regulatory decisions to limit or ban a chemical's use
are based on animal data. Furthermore, human epidemiology studies often
are conducted after an association has been hypothesized based on
animal data.
The accompanying database summarizes links between chemical
contaminants and ~180 human diseases or conditions. We have designed
this database to reflect the current state of knowledge about toxicants
and human disease, organized by disease categories. Because the
database focuses primarily on human epidemiological studies and a
comprehensive review of animal data was beyond the scope of this
project, animal data were included for only a few diseases.
Data for the database were obtained from three major textbooks
on the topic of environmental medicine and toxicology. These sources
are:
- Klaassen CD, Ed. Casarett and Doull's Toxicology: The Basic Science
of Poisons, 6th edition. (2001) McGraw-Hill publishing, New York.
- LaDou J. Ed. Occupational and Environmental Medicine, 3rd edition (2004), Lange Medical/McGraw-Hill, New York.
- Rom WM, Ed. Environmental and Occupational Medicine, 3rd edition (1998). Lippincott-Raven, Philadelphia, PA.
Literature searches for human epidemiological studies and reviews of
disease topics were carried out to supplement and update textbook
information. The database is searchable by organ system categories and by
chemical names on the right hand column of the database page. For
example, if someone is interested in oncology, the user would click on
"Oncology" under "Browse by disease category" and the toxicants
associated with this disease category will appear on the screen. The major organ systems covered are:
| Cardiovascular (CV) | Endocrine (Endo) | Gastrointestinal (GI) |
| Genitourinary (GU) | Hematology (Heme) | Immunology (Immuno) |
| Liver (Liver) | Musculoskeletal (Msk). | Neurology (Neuro) |
| Respiratory (Resp) | Renal (Renal) | Skin (Derm) |
Other categories included are:
| Allergy (Allerg) | Development (Develop) | Geriatrics (Geriat) |
| Men's Health (Male) | Metabolism (Metab) | Oncology (Onc) |
| Women's health (Female) | Otolaryngology (ENT) | Pediatrics (Peds) |
| Psychiatry (Psych). | |
The database is searchable by toxicant, or by specifying a disease category.
Strength of evidence
Chemicals that have been linked to a condition are placed in one of
three categories based on the strength of evidence for the association.
The "strong evidence" category is reserved for chemicals where
a causal association with disease has been verified. The toxicity of
these chemicals has been well-accepted by the medical community and is
noted in the textbook references as, "It is well known that x chemical causes y condition" or "There is strong evidence that x compound causes y
disease". Other chemicals were put into this category by causal
associations drawn from more recent large prospective or retrospective
cohort studies. Finally, chemicals listed as Group 1 human carcinogens
by the International Agency for Research on Cancer (IARC) are included
in this category. These are chemicals that have been determined to have
sufficient evidence for causing cancer in humans.
The "good evidence" category includes chemicals associated with
a disease through epidemiological studies (cross-sectional,
case-series, or case-control studies) or for chemicals with some human
evidence and strong corroborating animal evidence of an association.
Textbook statements such as, "There is evidence for an association
between exposure to x compound and y disease." assumed
good evidence. IARC Group 2A chemicals, those with limited evidence for
causing cancer in humans and sufficient evidence in animals, also are
included in this category.
The "limited/conflicting evidence" category contains chemicals
weakly associated with human disease by reports from only a few exposed
individuals (case reports), from conflicting human epidemiological
studies that have given mixed or equivocal results, or in a few cases,
from reports clearly demonstrating toxicity in animals where no human
data exist. Also included in this category are IARC Group 2B chemicals
and EPA Group B2 chemicals. These chemicals show limited or inadequate
evidence of causing cancer in humans and limited animal evidence of
causing cancer.
The majority of the chemicals in the database fall into the
"limited/conflicting" evidence category. This is because human
epidemiological studies are very complex, difficult to design and
interpret, and cannot be easily repeated. Health outcomes linked to
exposures to mixtures of compounds, such as pesticides or solvents,
sometimes provide hints of causal associations and direct future
research efforts but usually cannot provide strong evidence, especially
for one particular chemical. Animal data often provide the supporting
evidence of an individual chemical's toxicity when human data are
missing or incomplete.
As more scientific research is done some chemicals in the
database may be found to have stronger evidence for causing disease,
new chemicals will be added, and others may be found to have no
association with a disease and fall of the list entirely.
Database limitations
This database has significant limitations that are important to keep in mind.
1. The chemicals listed are a representation of toxicants that
contribute to human disease and disorders. This is not an exhaustive or
comprehensive list and includes primarily chemicals and diseases found
in major textbooks and medical literature reviews. Chemicals that are
not listed also may be causally associated with a disease.
2. The database does not address the route, timing, duration,
or amount of exposure required to result in a particular condition.
Some chemicals may only be toxic if inhaled, whereas others need to be
ingested in order to be toxic. Some diseases result from only high dose
exposures whereas low-level exposures may be less important. Moreover,
variations in the susceptibility to toxic effects, depending on the
timing and duration of exposure, are not addressed. For example, a
fetus or developing child is often more susceptible to a given exposure
than an adult. For details on the dose, timing, duration, and route of
exposure, etc. the reader is referred to the textbooks, references, and
the attached web-links.
3. The database makes no attempt to quantify the proportion of
disease that is caused or contributed to by specific environmental
factors. For example, mesothelioma, a rare form of cancer, is almost
entirely due to exposure to asbestos. In contrast, the proportion of
lung cancer cases caused by asbestos exposure is relatively small
compared to the number of cases caused by tobacco smoking or radon.
4. Finally, this is a work in progress. In many cases, the authors
exercised judgment when considering the strength and categorization of
evidence. Comments from readers are welcome and can be made
here.
Disclaimer and Acknowledgement: This publication was supported
by cooperative agreement numbers U5O/CCU922449 and U5O/CCU923293 from
the Centers for Disease Control and Prevention (CDC) as part of a
national environmental public health tracking program its contents are
solely the responsibility of the authors and do not necessarily
represent the official views of the CDC.
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