| Course | PUBH 3100 Human Disease and Prevention |
|---|---|
| Week | Week 4 |
| Paper type | Natural history profile |
| Length | About 1,010 words, 6 pages |
| Format | APA 7 student paper |
| School | Walden University |
| Program | BS in Public Health |
| Updated | October 2026 |
Free sample paper for PUBH 3100 Week 4
Four Stages of Type 2 Diabetes and What One Prevention Trial Settles About the Silent Second: A Natural History Profile From Susceptibility to Untreated Complications
Student Name
Walden University
PUBH 3100: Human Disease and Prevention
Instructor Name
Month Day, Year
Four Stages of Type 2 Diabetes and What One Prevention Trial Settles About the Silent Second: A Natural History Profile From Susceptibility to Untreated Complications
The Natural History Framework
The natural history of a disease describes its course in a person without intervention: a stage of susceptibility before disease begins, a stage of subclinical disease when changes are present but unnoticed, a stage of clinical disease when signs and symptoms appear, and a stage of outcomes such as complications, disability or death. Placing a disease on this timeline shows where prevention can act. This profile takes type 2 diabetes through all four stages but gives the second the most space, because that is where the strongest prevention evidence sits.
Stage 1: Susceptibility
Before any change in blood glucose, some people are more likely than others to develop type 2 diabetes. Family history, excess body fat, especially around the abdomen, physical inactivity, older age and a history of diabetes during pregnancy all raise risk. At this stage, glucose regulation is normal, but the conditions for later failure are present. As the Week 2 brief explained, diabetes develops when the pancreas can no longer produce enough insulin to overcome the body's resistance to it; susceptibility describes the factors that increase resistance or limit the pancreas's reserve.
Stage 2: The Years When Nothing Is Felt
What Happens
Long before diagnosis, blood glucose begins to rise. Many people pass through a state called prediabetes, defined by fasting glucose or post-meal glucose above normal but below the diabetes threshold, or by a modestly raised hemoglobin A1c. A review of prediabetes described it as a high-risk state, with many people progressing to diabetes within years, while others remain stable or return to normal (Tabák et al., 2012). People in this stage almost always feel well, so the stage is found only by testing.
The Prevention Trial Placed Here
The Diabetes Prevention Program enrolled adults with excess weight and raised fasting and post-meal glucose, that is, people in stage 2, and randomly assigned them to an intensive lifestyle program, the drug metformin or a placebo. After roughly three years on average, new diabetes was 58% less common in the lifestyle arm and 31% less common in the metformin arm than with placebo (Diabetes Prevention Program Research Group, 2002). Because the trial was randomized, these differences can be attributed to the interventions rather than to differences between groups.
What the Trial Genuinely Settles
The trial settles that, among people with prediabetes who meet its entry criteria, an intensive lifestyle program delays the diagnosis of diabetes. Long-term follow-up adds an important qualification. After an average of 15 years, the lifestyle group's diabetes incidence was 27% lower and the metformin group's 18% lower than the placebo group's, with the differences narrowing over time; by year 15, 55% of the lifestyle group, 56% of the metformin group and 62% of the placebo group had developed diabetes (Diabetes Prevention Program Research Group, 2015).
What It Does Not Settle
Delay is not the same as prevention for life. The trial also did not show, across the whole cohort, a significant difference in the combined measure of small-vessel complications at 15 years, although women in the lifestyle group had a lower prevalence. The trial's participants were volunteers willing to attend an intensive program, so the results may not transfer directly to community programs with less contact. And the trial tells us about people already in stage 2, not about how to keep people from reaching it.
Stage 3: Clinical Disease
Diabetes is diagnosed when blood glucose crosses defined thresholds. Some people notice thirst, frequent urination or fatigue, but many are diagnosed by routine testing without symptoms. By diagnosis, the pancreas has often lost much of its insulin-producing capacity, as autopsy studies described in Week 2 suggest.
Stage 4: What Untreated Illness Reaches
Without control of glucose, blood pressure and cholesterol, diabetes harms the tiny vessels of the retina, kidney and peripheral nerves and hastens plaque in the large arteries. The outcomes include vision loss, kidney failure, foot ulcers and amputation, heart attack and stroke. These complications develop over years, which is why the earlier stages matter so much, and why the same person may pass through all four stages over two or three decades.
Who Is in Stage 2
Prediabetes is common, which makes the second stage a population problem rather than an individual one. Because people in this stage feel well, they are found only when someone tests them, and testing depends on access to care and on clinicians' habits. People without regular care are less likely to learn that their glucose is rising and therefore less likely to be offered the kind of lifestyle program tested in the trial. A prevention strategy built only on finding and treating people in stage 2 will reach those already connected to care first. That is one reason the profile treats the trial's results as necessary but not sufficient: they show what works once people are found, not how to find them or how to keep the next cohort from arriving in stage 2 at all.
Where Prevention Can Act
Table 1
Natural History of Type 2 Diabetes and Points for Prevention
| Stage | Main features | Kind of prevention | |
|---|---|---|
| Susceptibility | Risk factors present, glucose normal | Primary: change conditions that raise risk across the population | |
| Subclinical | Rising glucose, prediabetes, no symptoms | Secondary: find through testing, delay onset with lifestyle or medication | |
| Clinical | Diagnosed diabetes | Tertiary: control glucose, blood pressure and lipids to limit damage | |
| Outcomes | Complications and disability | Tertiary: screening for eye, kidney and foot problems; rehabilitation | |
Note. Prepared for this profile; prevention levels follow the stages above.
Summary
Type 2 diabetes passes through a long silent stage that can be detected only by testing. A randomized trial placed in that stage shows that intensive lifestyle change delays diabetes substantially for several years and modestly over fifteen, without settling whether it prevents complications for everyone. The natural history suggests prevention should begin before stage 2, where trial evidence is thinner and population measures matter more.
References
Diabetes Prevention Program Research Group. (2002). Reduction in the incidence of type 2 diabetes with lifestyle intervention or metformin. The New England Journal of Medicine, 346(6), 393-403. https://doi.org/10.1056/NEJMoa012512
Diabetes Prevention Program Research Group. (2015). Long-term effects of lifestyle intervention or metformin on diabetes development and microvascular complications over 15-year follow-up: The Diabetes Prevention Program Outcomes Study. The Lancet Diabetes & Endocrinology, 3(11), 866-875. https://doi.org/10.1016/S2213-8587(15)00291-0
Tabák, A. G., Herder, C., Rathmann, W., Brunner, E. J., & Kivimäki, M. (2012). Prediabetes: A high-risk state for diabetes development. The Lancet, 379(9833), 2279-2290. https://doi.org/10.1016/S0140-6736(12)60283-9
The Walden PUBH 3100 Week 4 instructions
Natural history assignments ask students to describe a disease's course from susceptibility to outcomes and to identify where prevention can act. Instructors expect the standard stages to be applied accurately to the chosen disease, with attention to the subclinical stage, which is where screening and early intervention operate. Many prompts ask students to place a key study on the timeline and judge what it establishes. Most submissions run a few pages and include a stage table. Citations to a review of the disease's early stage and to the main trial or cohort study are expected, along with any long-term follow-up that changes the picture. Some prompts let students choose the disease, in which case a condition with a well-studied silent stage makes the assignment easier to complete well. Instructors also notice when students explain how people in the silent stage are found.
How the PUBH 3100 Week 4 example is put together
The profile defines the four stages, then describes susceptibility. The second stage receives four subsections: what happens, the prevention trial placed there with its three-year results, what the trial settles including fifteen-year follow-up, and what it leaves unsettled. A section on who is in stage 2 explains why finding people depends on access to testing. Sections describe clinical disease and complications. Table 1 links each stage to primary, secondary or tertiary prevention. A summary closes with the point that prevention should begin before stage 2. Margin notes mark the definitions at the start and the separation of settled from unsettled findings.
Reading the PUBH 3100 Week 4 rubric
Profiles are scored on stage accuracy, evidence appraisal and links to prevention. The sample applies the four stages correctly to diabetes and identifies prediabetes as the subclinical stage. Evidence appraisal carries the most weight: placing the trial on the timeline, reporting both short-term and long-term results and stating what each settles shows careful reading. Noting that the trial's volunteers may differ from community populations adds credit. The prevention table connects stages to action clearly. The section on who reaches stage 2 shows awareness of access. References and format complete the scoring. Profiles that cite only the famous 58% figure without long-term results usually lose appraisal marks. Reporting the cumulative incidence in each group at fifteen years, not only the relative reduction, shows numerical care.
PUBH 3100 Week 4 help: mistakes that cost marks
Natural history papers often stop at listing stages. Explain what happens in each, especially the silent stage. Place the most important study on the timeline and say exactly which stage it addresses. Report long-term results if they exist, not just the headline. Separate what a study settles from what it leaves open. Ask who reaches each stage and who gets found. Link stages to levels of prevention in a table. Our team will draft a first natural history profile for your assigned disease free.
Get a PUBH 3100 Week 4 example written to your instructions
Supply the Week 4 prompt, the rubric it came with, and the condition the assignment fixes, and a stage profile for that condition returns with its evidence weighed the same way. The first sample costs nothing and lands in 24-48 hours. Conditions with no prevention trial behind them get an honest appraisal block saying so.
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PUBH 3100 Week 4 questions, answered
Where can I find a free PUBH 3100 Week 4 sample paper?
The full Week 4 natural history profile is published above, following type 2 diabetes through four stages and weighing a major prevention trial at the second.
What are the stages of a disease's natural history?
Susceptibility, subclinical disease, clinical disease and outcomes such as complications, disability or death.
What did the Diabetes Prevention Program show?
Intensive lifestyle change cut new diabetes by 58% versus placebo over about three years, an advantage that narrowed to 27% after fifteen years.
What is prediabetes?
A stage in which blood glucose is above normal but below the diabetes threshold, usually without symptoms, found only by testing.
Does delaying diabetes prevent complications?
The trial's fifteen-year follow-up did not find a significant difference in combined small-vessel complications across the whole cohort, though women in the lifestyle group had fewer.