Food
Saturated-fat impact depends on individual lipid response and replacement-food pattern.[1802,2020,2102, etc.]
Superscript reference numbers link to the Sources bibliography.
Composite Rating
Blends evidence depth, community direction, safety friction, and completeness.
Evidence Intensity
100/100
High depth from human/RCT/meta counts
Community Direction
0
Mixed / Neutral • confidence Minimal
Safety Friction
31/100
Early signal from adverse/interaction markers
Data Completeness
100%
Studies 16 • mentions 0 • links 25
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Classification: case-dependent.[1094,1218,1802, etc.]
Best fit: Users with good lipid response and strong adherence from moderate intake..[1094,1218,1802, etc.]
Goal alignment: Heart Health, Body Composition, Metabolic Health.[1094,1218,1802, etc.]
Classification
Case Dependent
Evidence Tier
HIGH
Best Fit
Users with good lipid response and strong adherence from moderate intake.
Primary Focus
Heart Health, Body Composition
Clinical Depth
Humans: 258 • RCTs: 13 • Meta: 21
Cohort / Real-World
Cohort signals: 120
Safety Markers
Adverse signals: 4 • Interactions: 0
Freshness, trend, and study timeline for this item
Status
Trend
→ Stable evidence base
Depth
258 total studies
Timeline
Total indexed
258
Human studies
258
Cohort signals
120
Meta-analyses
21
Randomized trials
13
Safety adverse signals
4
Weighted direction score: 0 (Mixed / Neutral)
No directional mention volume was resolved; fallback profile metadata is shown in other sections.
High when there are >=2 human meta-analyses, or strong human trial/cohort volume with substantial human literature.
Total indexed
258
Human studies
258
Cohort signals
120
Meta-analyses
21
Randomized trials
13
Safety adverse signals
4
In vitro / tissue
3
Animal-only studies
0
Distribution of evidence by study design strength
Evidence Strength: High
Composite of study volume, RCTs, and meta-analyses
PMID 36138433 • 2022 Sep 22
Food groups and nutrients consumption and risk of endometriosis: a systematic review and meta-analysis of observational studies.
Nutr J
Open PubMedPMID 28431261 • 2017 Jul
Dietary patterns and depression risk: A meta-analysis.
Psychiatry Res
Open PubMedPMID 36047956 • 2022 Dec 22
Consumption of Dairy Products and the Risk of Overweight or Obesity, Hypertension, and Type 2 Diabetes Mellitus: A Dose-Response Meta-Analysis and Systematic Review of Cohort Studies.
Adv Nutr
Open PubMedPMID 28424256 • 2017 Jun
Dietary Patterns and Type 2 Diabetes: A Systematic Literature Review and Meta-Analysis of Prospective Studies.
J Nutr
Open PubMedPMID 34550320 • 2022 Mar
Dairy Product Consumption and Cardiovascular Health: A Systematic Review and Meta-analysis of Prospective Cohort Studies.
Adv Nutr
Open PubMedPMID 33269500 • 2021 Jun
Relationship between dietary patterns and non-alcoholic fatty liver disease: A systematic review and meta-analysis.
J Gastroenterol Hepatol
Open PubMedPMID 25990454 • 2015 Jun 28
Inflammatory and metabolic responses to high-fat meals with and without dairy products in men.
Br J Nutr
Open PubMedPMID 28726767 • 2017 Jul 20
Fat Taste Sensitivity Is Associated with Short-Term and Habitual Fat Intake.
Nutrients
Open PubMedPMID 21281532 • 2011 Jun 28
Dairy calcium intake modifies responsiveness of fat metabolism and blood lipids to a high-fat diet.
Br J Nutr
Open PubMedPMID 22483419 • 2013 Aug 10
Dairy intake and coronary heart disease or stroke--a population-based cohort study.
Int J Cardiol
Open PubMedPMID 26678873 • 2016 Apr
Exploring the association of dairy product intake with the fatty acids C15:0 and C17:0 measured from dried blood spots in a multipopulation cohort: Findings from the Food4Me study.
Mol Nutr Food Res
Open PubMedPMID 35653788 • 2022 Aug
Does trans fatty acid affect low birth weight? A randomised controlled trial.
J Obstet Gynaecol
Open PubMedPMID 17978119 • 2007 Nov
Diet and lifestyle in the prevention of ovulatory disorder infertility.
Obstet Gynecol
Open PubMedPMID 31425952 • 2019 Sep-Oct
Dairy intake and type 2 diabetes risk factors: A narrative review.
Diabetes Metab Syndr
Open PubMedPMID 34463743 • 2021 Aug 2
Evaluation of Dietary Patterns and All-Cause Mortality: A Systematic Review.
JAMA Netw Open
Open PubMedPMID 33356054 • 2020 Dec 22
The anticarcinogenic potential of milk fat.
Ann Agric Environ Med
Open PubMedBenefit reports: 0
Adverse reports: 0
No-effect reports: 0
Mixed reports: 0
Unclear reports: 0
Signal confidence: 0.00
Benefits
Adverse
No Effect
Community confidence 0.00 with mentions: benefit 0, adverse 0, no-effect 0.
Search fetch failed: Failed to fetch after retries: https://old.reddit.com/search.json?raw_json=1&sort=relevance&t=year&limit=8&q=%22high-fat%20dairy%22%20(diet%20OR%20nutrition%20OR%20meals%20OR%20side%20effects%20OR%20experience%20OR%20results)%20(subreddit%3Anutrition%20OR%20subreddit%3AScientificNutrition%20OR%20subreddit%3Aloseit%20OR%20subreddit%3AMealPrepSunday%20OR%20subreddit%3Aketo%20OR%20subreddit%3Afasting%20OR%20subreddit%3Amediterraneandiet%20OR%20subreddit%3Avegan%20OR%20subreddit%3Avegetarian%20OR%20subreddit%3Acarnivorediet%20OR%20subreddit%3Abiohackers%20OR%20subreddit%3Alongevity)
Fallback search fetch failed: Failed to fetch after retries: https://old.reddit.com/search.json?raw_json=1&sort=relevance&t=year&limit=12&q=high-fat%20dairy
aggregate • unclear
No directional first-hand mentions captured in the current community corpus; source links are retained for traceability.
Open mentionEvidence Sources
Community Sources
PUBMED • Humans + preclinical triage
Counts from structured PubMed query set for diet/intake context.
Outcome: Humans 258, RCT 13, meta 21, cohort 120.[1802,2020,2102, etc.]
Open sourcePUBMED • 2022 • Human evidence curation set
PMID 36138433 from Nutr J.
Outcome: See linked PubMed abstract for methods and outcomes.[1802,2020,2102, etc.]
Open sourcePUBMED • 2017 • Human evidence curation set
PMID 28431261 from Psychiatry Res.
Outcome: See linked PubMed abstract for methods and outcomes.[1802,2020,2102, etc.]
Open sourcePUBMED • 2022 • Human evidence curation set
PMID 36047956 from Adv Nutr.
Outcome: See linked PubMed abstract for methods and outcomes.[1802,2020,2102, etc.]
Open sourcePUBMED • 2017 • Human evidence curation set
PMID 28424256 from J Nutr.
Outcome: See linked PubMed abstract for methods and outcomes.[1802,2020,2102, etc.]
Open sourcePUBMED • 2022 • Human evidence curation set
PMID 34550320 from Adv Nutr.
Outcome: See linked PubMed abstract for methods and outcomes.[1802,2020,2102, etc.]
Open sourcePUBMED • 2021 • Human evidence curation set
PMID 33269500 from J Gastroenterol Hepatol.
Outcome: See linked PubMed abstract for methods and outcomes.[1802,2020,2102, etc.]
Open sourcePUBMED • 2015 • Human evidence curation set
PMID 25990454 from Br J Nutr.
Outcome: See linked PubMed abstract for methods and outcomes.[1802,2020,2102, etc.]
Open sourcePUBMED • 2017 • Human evidence curation set
PMID 28726767 from Nutrients.
Outcome: See linked PubMed abstract for methods and outcomes.[1802,2020,2102, etc.]
Open sourcePUBMED • 2011 • Human evidence curation set
PMID 21281532 from Br J Nutr.
Outcome: See linked PubMed abstract for methods and outcomes.[1802,2020,2102, etc.]
Open sourcePUBMED • 2013 • Human evidence curation set
PMID 22483419 from Int J Cardiol.
Outcome: See linked PubMed abstract for methods and outcomes.[1802,2020,2102, etc.]
Open sourcePUBMED • 2016 • Human evidence curation set
PMID 26678873 from Mol Nutr Food Res.
Outcome: See linked PubMed abstract for methods and outcomes.[1802,2020,2102, etc.]
Open sourcePUBMED • 2022 • Human evidence curation set
PMID 35653788 from J Obstet Gynaecol.
Outcome: See linked PubMed abstract for methods and outcomes.[1802,2020,2102, etc.]
Open sourcePUBMED • 2007 • Human evidence curation set
PMID 17978119 from Obstet Gynecol.
Outcome: See linked PubMed abstract for methods and outcomes.[1802,2020,2102, etc.]
Open sourcePUBMED • 2019 • Human evidence curation set
PMID 31425952 from Diabetes Metab Syndr.
Outcome: See linked PubMed abstract for methods and outcomes.[1802,2020,2102, etc.]
Open sourcePUBMED • 2021 • Human evidence curation set
PMID 34463743 from JAMA Netw Open.
Outcome: See linked PubMed abstract for methods and outcomes.[1802,2020,2102, etc.]
Open sourcePUBMED • 2020 • Human evidence curation set
PMID 33356054 from Ann Agric Environ Med.
Outcome: See linked PubMed abstract for methods and outcomes.[1802,2020,2102, etc.]
Open source