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Acne, Pores, and Wrinkles After 40: What the Data Shows

Rodrigo Diaz
GOA Magazine  ·  Longevity Science

Breakouts after forty, a softening jawline, wider pores, and redness that never fully clears are the concerns men raise most often, and almost nobody explains what causes them. This guide covers each one. What the research shows, what it says about your blood sugar, sleep, hormones, and collagen, and which changes actually produce a visible result.

Mechanism · Target · Outcome
Mechanism

Four internal systems produce almost every visible complaint men have. Insulin and androgen activity sets how much oil each gland makes and how quickly a pore blocks. Sleep and stress hormones control fluid and blood flow around the eyes. Collagen breakdown from sunlight, tobacco smoke, and high blood sugar produces lines, sagging, and wider pores. Blood vessels close to the surface produce redness.

Target

These are the features men notice first: forehead lines, a softening jaw, breakouts along the jawline and neck, pore size across the nose and cheeks, darkness and puffiness under the eyes, persistent redness, and dull tone.

Outcome

Several of these concerns have a measured link to metabolic health. Two of them improved within six to twelve weeks in randomized trials that changed one thing in the diet and nothing else.[5,16]

Educational Disclaimer. This article is for information only. It is not medical advice or a diagnosis. Any pattern described here is a reason to ask a qualified physician for the relevant blood test, and nothing more than that.


Executive summary

  • Adult acne in men is linked to insulin. Insulin resistance was found in 22 percent of young men with acne and 11 percent of men without it. In adults, metabolic syndrome was found in 12.3 percent of acne patients and 2.6 percent of matched controls.[4,5]
  • Diet reduced acne in controlled trials. Over twelve weeks, a low glycemic load diet cut total lesion counts by 23.5 while the control group dropped 12.0. Insulin sensitivity improved in the same men.[6]
  • Deep forehead lines predicted cardiovascular death. Among 3,221 French workers followed for twenty years, the people with the most deep forehead lines died of cardiovascular causes at close to ten times the rate of those with none. The result held after adjustment for age, smoking, blood pressure, diabetes, and cholesterol.[1]
  • Pore size comes from oil and collagen. Across 60 people imaged under magnification, pore size correlated with oil output first, male sex second, and age third. Acne severity had no relationship to pore size at all.[8]
  • One night of lost sleep changed how faces were rated. After thirty one hours awake, the same faces showed more hanging eyelids, more swollen eyes, darker circles, paler skin, and more fine lines. The observers scoring them did not know which night they were looking at.[12]
  • Persistent facial redness came with worse metabolic numbers. Across 40,752 rosacea patients from twelve studies, the odds of insulin resistance were 2.34 times higher and the odds of high blood pressure 1.20 times higher.[9]
  • Three extra servings of colored vegetables changed facial color within six weeks. Spectrometer readings confirmed the change, and a second study on another continent produced the same result.[16,17]

Four systems, and you can influence all of them

Nearly every complaint on that list comes from one of four internal processes. Once you know which process caused yours, choosing what to do about it is straightforward.

System one is insulin and androgen activity. When your body releases extra insulin to control blood sugar, that insulin acts on skin cells the way a growth hormone does. It raises IGF-1, which enlarges the oil gland and speeds up how fast cells turn over inside the pore. This is why a forty two year old with no spots since college suddenly has three along his jaw.

System two is sleep and stress hormones. Cortisol makes your body hold sodium and water. That fluid collects in the loosest tissue on your face, which sits directly under your eyes. Short sleep also widens the small blood vessels beneath skin thin enough to show them, and the darkness you see is those vessels. A cream applied to the surface cannot change a blood vessel.

System three is collagen loss. Sunlight, tobacco smoke, and high blood sugar all break down the collagen scaffold in the deeper layer of your skin. Lines form where that scaffold has thinned, the jaw softens where it has lost support, and pores widen where the collagen ring around the opening has given way.

Sugar bonds to collagen permanently. Those bonds accumulate every year of your life and stiffen the scaffold that holds your face up.

GOA Magazine · Longevity Science

System three connects a cosmetic complaint to something a laboratory can measure. Glucose in your blood attaches to collagen fibers and stays attached permanently. Scientists call the resulting compounds advanced glycation end products, or AGEs.[15]

AGEs glow faintly under ultraviolet light. A scanner held against your forearm counts how many you have built up, and the measurement takes about twelve seconds. Across 72,880 people who had no diabetes and no heart disease when the study began, that one measurement predicted who developed both.[15] The bonds never clear, so the number covers every year of blood sugar you have had.


Figure 1 · Metabolic markers in men with visible skin concerns
0 5 10 15 20 25 PERCENT AFFECTED 22 11 11.7 3.8 12.3 2.6 18 4 21 9 ACNE, MEN INSULIN RESIST. ACNE, ADULTS INSULIN RESIST. ACNE, ADULTS METAB. SYND. EARLY THINNING INSULIN RESIST. EARLY THINNING METAB. SYND. HAS THE VISIBLE CONCERN MATCHED CONTROL GROUP CONTROLS MATCHED FOR AGE AND BODY WEIGHT. SOURCES 4, 5, 20.

Two points about that chart. The gaps between the groups appear in studies from different countries carried out by different research teams. The absolute numbers are also small, so most men with adult acne will have normal metabolic bloodwork.[4,5]


Figure 2 · Which system produces which complaint
SYSTEM 01 INSULIN + ANDROGEN Oil glands get a told to grow. SYSTEM 02 SLEEP + CORTISOL Fluid is held. Small vessels widen. SYSTEM 03 COLLAGEN LOSS UV, smoke, and sugar break the scaffold. SYSTEM 04 VESSEL REACTIVITY Surface vessels stay open and inflamed. WHAT YOU SEE Adult breakouts, oiliness, big pores WHAT YOU SEE Dark circles, puffy lids, dull tone WHAT YOU SEE Forehead lines, soft jaw, wider pores WHAT YOU SEE Cheek and nose redness that stays SORT YOUR COMPLAINT INTO A SYSTEM AND THE FIX STOPS BEING GUESSWORK.

Concern by concern, and what the data says

Breakouts on a grown man's face

Acne that appears in your forties usually has a metabolic cause behind it. Among young men with acne, 22 percent had insulin resistance, against 11 percent of men without acne. In a study of 162 adult acne patients matched to 78 controls, metabolic syndrome was found in 12.3 percent of the acne group and 2.6 percent of the controls. Both figures rose as the acne got worse.[4,5]

The mechanism is well described. Blood sugar rises, the pancreas releases more insulin, and insulin raises a growth hormone called IGF-1. IGF-1 makes the oil glands larger and makes the cells lining each pore multiply faster than they shed. The pore blocks, bacteria multiply in the trapped oil, and the inflammation that follows is the spot you can see.

Three randomized trials tested that chain by changing only the diet. Over twelve weeks, a low glycemic load diet cut total lesion counts by 23.5 against 12.0 in the control group, and insulin sensitivity improved in the same men. A second twelve week trial in 43 men produced cuts of 21.9 against 13.8.[6,7]

A Korean team took skin biopsies at ten weeks. The oil glands had physically shrunk and the inflammatory markers inside the tissue had dropped.[18] That is a dietary change altering skin structure, confirmed under a microscope.

Pores that look bigger every year

Pore size has been measured properly. Across 60 volunteers photographed with a dermoscopic camera, pore size correlated with oil output first, then with being male, then with age. In the men, the correlation between oil output and pore size was 0.47, where 1.0 would be a perfect match.[8]

Two findings from that study matter before you buy anything sold for pores. Acne severity had no relationship to pore size at all, so a product that clears your breakouts is making a second and unproven claim when it also promises smaller pores. Men also produce roughly twice the oil women do, because testosterone converts to DHT at the gland.[8]

The second half of the explanation is structural. Every pore sits inside a ring of collagen that holds the opening tight. Sun damage and glycation weaken that ring, the opening stretches, and gravity does the rest. You can improve how a pore looks by lowering oil output and supporting the collagen around it. The diameter itself has a minimum set by the gland underneath, and no topical product goes below it.

Forehead lines and a softening jaw

Forehead lines produced the most uncomfortable number in this article. Researchers scored the foreheads of 3,221 French workers aged 32 to 62 and followed them for twenty years. The people with the most deep forehead lines died of cardiovascular causes at close to ten times the rate of those with none.[1]

That result held after adjustment for age, sex, education, smoking, blood pressure, heart rate, diabetes, and cholesterol. The researchers think the same collagen changes and oxidative stress that build plaque inside arteries also create lines in skin, and that the very small blood vessels in the forehead show the process earlier than thicker tissue.[1]

Smoking has been studied more cleanly, using identical twins, which removes genetics from the comparison. Across 79 twin pairs photographed under standard conditions, judges who did not know who smoked picked the smoking twin as the older looking one 57 percent of the time. The differences were concentrated in under-eye bags, sagging cheeks, jowls, and the lines around the lips.[2]

One detail from that study is rarely quoted. Forehead wrinkles and crow's feet showed no difference between the smoking and non-smoking twins.[2] Smoking damages the lower two thirds of the face, where structural support matters most. Crow's feet come from age and repeated expression, and quitting will not change them.

Dark circles and morning puffiness

This complaint has been tested in a laboratory, which is unusual in skincare. Twenty three adults were photographed after eight hours of sleep and again after thirty one hours awake. Observers who were given no information about the sleep condition rated the sleep deprived photographs as less healthy and more tired.[11]

A follow up study identified which features had changed: hanging eyelids, redder eyes, more swollen eyes, darker circles, paler skin, more fine lines, and droopier corners of the mouth. Each change was measured on a hundred millimeter scale and ranged from three to fifteen millimeters.[12]

Under-eye darkness is at least three separate conditions that look identical from outside, and this is where most men waste money. One clinical series found the vascular type in 51 percent of patients and pure pigment in only 6 percent. A family history was present in 53 percent of cases.[14]

A brightening cream applied to vascular darkness does almost nothing, because the color comes from blood vessels under skin thin enough to show them. Prevalence is also higher in darker skin tones, reaching roughly 30 percent in one Indian study.[14]

Redness that never fully clears

Persistent redness across your cheeks and nose is usually rosacea. Twelve studies covering 40,752 patients measured what else these patients had. The rosacea group had higher blood pressure, higher total cholesterol, higher LDL, more inflammation in the blood, and more fat around the heart. The odds of insulin resistance were 2.34 times higher and the odds of high blood pressure 1.20 times higher.[9]

The same authors also concluded that the evidence for rosacea patients having more heart attacks and strokes is insufficient. A separate analysis of more than 1.5 million people found no link to heart disease or stroke.[10] Persistent redness is worth a blood pressure check and a fasting glucose test, and nothing beyond that.

Dull, uneven, tired-looking tone

Skin color responds to diet faster than most men expect. Thirty five people were tracked for six weeks while their fruit and vegetable intake changed. Instrument readings confirmed the color change came from carotenoids, the orange and yellow pigments in colored produce.[16]

Roughly three extra servings a day produced a change that independent observers rated as visibly healthier. The same effect appeared in 81 students drinking a daily carotenoid rich smoothie, with measurable change at four weeks that lasted two weeks after they stopped.[16,17]

What you see What the evidence supports
Adult acne, jaw and neck Act. Request A1C and fasting insulin. Three randomized trials show diet moves lesion counts in 10 to 12 weeks.
Dull, sallow tone Act. Three extra produce servings a day changed measured skin color in six weeks across two populations.
Deep forehead lines for your age Act. Check blood pressure and a lipid panel. The 20 year result held after full adjustment.
Persistent cheek and nose redness Check, do not worry. Metabolic markers come with it. Actual heart events do not.
Dark circles Identify the type first. Vascular is most common at 51 percent. Pigment creams only treat the 6 percent that is pigment.
Enlarged pores Lower oil output and support the collagen ring. Pore diameter has a genetic minimum no topical goes below.
Softening jawline and jowls Sun and smoking are the two largest modifiable inputs identified in twin research.
Crow's feet alone Weak evidence. Twin studies found no smoking difference here. Mostly expression and age.

Where this gets less accurate for you

Gap 01 · Redness Is Harder To See On Darker Skin

Rosacea appears as visible redness on lighter skin. On brown and black skin the same inflammation appears as warmth, swelling, or a darker dusky tone, and it photographs badly. It is diagnosed later and treated less often, so the metabolic checks described above never happen.

Gap 02 · Under-Eye Darkness Is More Common And Less Studied

Under-eye darkening is more common in darker skin types, reaching around 30 percent in one Indian study. The mix of causes is different too, with pigment left behind by inflammation playing a much larger role.[14] The published treatment guidance was built on lighter skin populations, so it fits some patients and misses others.

Gap 03 · Doctors Are Measurably Less Accurate

389 skin specialists and 459 family doctors from 39 countries reviewed 364 photographs covering 46 conditions. The specialists were correct 38 percent of the time and the family doctors 19 percent. Both groups scored four points lower on darker skin.[19] A separate survey of 129 German dermatologists found a wider gap: 72.1 percent correct on light skin and 52.8 percent on skin of color.[21]

Gap 04 · The Reference Images Are Skewed

Doctors learn to recognize skin conditions from photographs. General medical textbooks show dark skin in 4.5 percent of their images. Across 15,445 dermatology photographs from eight major teaching resources, 19.5 percent showed darker skin.[22] Software trained on the same libraries scores 0.89 on lighter skin and 0.82 on darker.[20]

Gap 05 · The Glycation Scanner Excludes You

The forearm scanner that measures collagen sugar damage needs light bouncing back off your skin. In one large study, participants with the two darkest skin tones were removed from the analysis because the device could not produce a valid number for them.[23] An A1C blood test measures the same underlying problem with no such limit.


The measurement gap

Most of what you buy for these concerns has never been tested against the concern it claims to fix. Very few clinical trials use enlarged pores as a primary endpoint, so pore claims usually come from studies designed to measure something else. Wrinkle claims often come from instrument readings on a small panel over four weeks, which measures hydration and light reflection more than it measures structural change.[8]

Three findings in this article have solid design behind them: the acne diet trials, the sleep photography experiments, and the carotenoid feeding studies. All three controlled the input and then measured a visible output in the same people. When a brand quotes a percentage without naming the study size and the timeframe, you have no way to judge whether the number means anything.

Claim you will see What the study design actually supports
Diet reduces acne lesions Randomized controlled trials, 10 to 12 weeks, with biopsy confirmation of smaller oil glands.
Produce intake changes skin color Controlled intervention with spectrometer readings, replicated in a second population.
Sleep changes how your face looks Experimental photography, blinded raters, specific features quantified.
Forehead lines predict heart risk Observational cohort over 20 years. Strong adjustment, and it cannot prove cause.
Rosacea predicts heart disease Risk factors show a link. Two large analyses found no link to actual events.
This cream shrinks your pores Very few trials use pore size as the primary endpoint. Diameter has a genetic floor.
Collagen supplements firm the jawline Most trials measure instrument elasticity readings, not visible facial structure.

What the research flags

Risk 01 · The Numbers Stay Small

Insulin resistance was found in 22 percent of men with acne, which means 78 percent were normal.[4] A number that size justifies ordering a test. It does not mean you are prediabetic because you broke out along your jaw last month.

Risk 02 · Age Explains Part Of It

Forehead lines, softening jawlines, and larger pores all increase with age on their own. Any study linking them to disease has to remove the effect of age first, and several published links shrink once researchers do that properly.

Risk 03 · Weight Loss Cuts Both Ways

Twin research found that losing weight after forty made the face look older, and that gaining weight before forty did the same.[2] Losing weight quickly to correct your metabolic numbers can cost you facial volume. Slower loss with resistance training preserves more of the structure supporting your face.

Risk 04 · Treating The Wrong Type

Under-eye darkness is at least three conditions that look identical, with the vascular type at around 51 percent of cases and pure pigment around 6 percent.[14] A pigment product applied to a vascular problem will produce no result.


What actually works

For acne and oil, change the glycemic load of your diet. The trial protocol was 25 percent of calories from protein and 45 percent from low glycemic index carbohydrates, held for twelve weeks. That is an ordinary diet with the refined carbohydrate removed.[6] Lesion counts in that group improved at roughly double the rate of the control group.

For dull tone, eat more colored produce. Three extra servings a day for six weeks produced a color change that instruments measured and other people could see. The pigments deposit through every layer of skin, so the effect lasts for weeks after you stop.[16,17]

For the eye area, sleep. The features that changed after a single restricted night are the same ones men complain about: swollen lids, dark circles, dull tone, and fine lines.[12] This is the cheapest item on the list.

For structure, protect your skin from the sun. Twin research identified cumulative sun exposure as the largest single cause of the difference in apparent age between two genetically identical people. Nothing else described here has that much effect on how your jaw holds up at fifty.

GOA's formulation work sits on the delivery half of this problem. Topical lidocaine reaches roughly 3 percent bioavailability, and most actives never clear the top layer of skin without a carrier system, which is the entire reason microencapsulation exists.[24,25,26] A serum built that way supports the collagen ring around each pore and the scaffold under your jaw. Blood sugar, sleep, and UV exposure decide how fast that structure comes apart in the first place, and no bottle changes those three for you.


Protocol

The Essentials Set covers the topical half of this. Three steps, about ninety seconds, twice a day. Every product in it maps onto one of the four systems described above, and the steps that follow handle the inputs no bottle reaches. Give the whole thing twelve weeks before you judge it.

Step 01 · Sort The Complaint Into A System

Breakouts and heavy oil come from insulin and androgens. Dark circles and puffiness come from sleep. Lines, jowls, and wider pores come from collagen. Persistent redness comes from blood vessels. Each one leads to a different action, so identify the system before you buy anything.

Step 02 · Purifying Face + Body Cleanser, AM And PM

Work a lather onto wet skin, leave it on the face for 30 to 60 seconds so the actives get contact time, then rinse. This is the step that clears surface oil and buildup without stripping the barrier lipids, which matters because a stripped barrier produces compensatory oiliness and visible redness around the openings. Microencapsulated Dark Phyto Matter and Silk Amino Tech handle the cleaning, and hydrolyzed proteins with Panax ginseng support barrier repair and circulation. Everything applied afterward makes better contact with a clean surface.

View the Cleanser
Step 03 · Collagen + Control Facial Serum, AM And PM

One pump into the palm, transfer some to the other hand, then dab across the full face. This step carries the actives that address systems one and three at the same time. Salicylic acid is oil-soluble, so it partitions into the sebum inside the duct where the plug forms. Niacinamide addresses oil output at the gland and calms the redness that makes pores look larger. Microencapsulated retinol and stabilized Vitamin C work on cell turnover inside the pore and collagen synthesis in the dermal ring around it. Microencapsulation is the reason those actives sit in one twice-daily step without the irritation that usually ends a protocol by week three.

View the Serum
Step 04 · Regenerative Face Cream, AM And PM

Press one pump over the face and neck, then follow with sunscreen in the morning. This step covers system two and the structural half of system three. Neurophroline, a wild indigo extract, addresses cortisol produced inside the skin itself, which is the pathway behind stress-driven redness and the fatigue signature around the eyes. Dark Phyto Protein supplies a four-peptide complex for firmness, and the safflower oil base with a hyaluronic and PCA blend rebuilds the barrier that holds water in the tissue supporting your jawline.

View the Cream
Step 05 · Adult Acne Gets Bloodwork

Acne that started after twenty five, sits along the jaw and neck, and does not respond to topical products is worth an A1C and a fasting insulin test. Most men with adult acne test normal. The panel is inexpensive, and where something does show up, it can be corrected.

Step 06 · Follow The Glycemic Load Protocol For 12 Weeks

Move to 25 percent of calories from protein and 45 percent from low glycemic index carbohydrates. Photograph your face weekly in the same light so you have something to compare against. The trials measured real lesion change at twelve weeks, so judge it then and not before.

Step 07 · Add Three Produce Servings For Six Weeks

Carrots, sweet potato, peppers, tomatoes, and dark leafy greens carry the carotenoid pigments that change skin tone. At around six weeks the change becomes visible to other people.

Step 08 · Identify Your Under-Eye Type Before Buying Anything

Press gently on the dark area and stretch the skin, then watch the color. Color that fades under stretch is vascular. Color that stays is pigment. Darkness that deepens under overhead light is shadow from lost volume. Each cause needs a different treatment.

Step 09 · Escalate On Forehead Lines That Outpace Your Age

Deep, numerous forehead lines in a man under fifty are worth a blood pressure reading and a lipid panel, particularly if they look excessive for your age. The twenty year result held after full adjustment for the usual risk factors.


Keep Reading


FAQs

I never had acne as a teenager. Why now, at 40?

Adult onset acne in men is often linked to insulin. Insulin resistance was found in 22 percent of young men with acne and 11 percent of men without it, and metabolic syndrome showed a similar gap in older adults. Extra insulin raises IGF-1, and IGF-1 enlarges the oil glands. Ask your physician for an A1C and a fasting insulin test.

Can anything actually shrink my pores?

Pore diameter has a minimum set by the size of the oil gland underneath it, and no topical product goes below that minimum. Measured research found pore size correlates with oil output, male sex, and age, with no relationship to acne severity. What you control is oil production, congestion inside the opening, and the condition of the collagen ring around it. All three change how visible a pore is.

Do forehead wrinkles really predict heart problems?

Among 3,221 workers followed for twenty years, the highest forehead wrinkle scores came with close to ten times the cardiovascular death rate, and the result held after adjustment for the standard risk factors. It is an observational study, so it cannot prove cause. It is still a good reason to get your blood pressure and cholesterol checked.

Why do my dark circles never respond to eye cream?

Most eye creams treat pigment, and pigment accounted for only about 6 percent of cases in one clinical series. Roughly half were vascular, which means the color comes from blood vessels showing through thin skin. Stretch the skin gently and watch the color. If it fades, the cause is vascular, and a brightening ingredient will not change it.

References
  1. Esquirol Y, Ferrieres J, Marquie JC, et al. Wrinkles and risk of death (total and cardiovascular mortality) in a middle-aged working population. VISAT cohort, 3,221 participants, 20 year follow-up. 2018.
  2. Okada HC, Alleyne B, Varghai K, Kinder K, Guyuron B. Facial changes caused by smoking: a comparison between smoking and nonsmoking identical twins. Plastic and Reconstructive Surgery. 2013;132(5):1085-1092.
  3. Christensen K, Thinggaard M, McGue M, et al. Perceived age as clinically useful biomarker of ageing: cohort study. BMJ. 2009;339:b5262.
  4. Nagpal M, De D, Handa S, Pal A, Sachdeva N. Insulin Resistance and Metabolic Syndrome in Young Men With Acne. JAMA Dermatology. 2016;152(4):399-404.
  5. Carneiro ACA, de Carvalho JF, de Sa DC, Rodrigues CEM. Prevalence of Metabolic Syndrome and Insulin Resistance in Adult Patients with Acne. Metabolic Syndrome and Related Disorders. 2023.
  6. Smith RN, Mann NJ, Braue A, Makelainen H, Varigos GA. A low-glycemic-load diet improves symptoms in acne vulgaris patients: a randomized controlled trial. American Journal of Clinical Nutrition. 2007;86(1):107-115.
  7. Smith RN, Mann NJ, Braue A, Makelainen H, Varigos GA. The effect of a high-protein, low glycemic-load diet versus a conventional diet on biochemical parameters associated with acne vulgaris. Journal of the American Academy of Dermatology. 2007;57(2):247-256.
  8. Roh M, Han M, Kim D, Chung K. Sebum output as a factor contributing to the size of facial pores. British Journal of Dermatology. 2006;155(5):890-894.
  9. Tsai TY, Chiang YY, Huang YC. Cardiovascular Risk and Comorbidities in Patients with Rosacea: A Systematic Review and Meta-analysis. Acta Dermato-Venereologica. 2020.
  10. Association between rosacea and cardiometabolic disease: A systematic review and meta-analysis. Journal of the American Academy of Dermatology. 2020.
  11. Axelsson J, Sundelin T, Ingre M, Van Someren EJW, Olsson A, Lekander M. Beauty sleep: experimental study on the perceived health and attractiveness of sleep deprived people. BMJ. 2010;341:c6614.
  12. Sundelin T, Lekander M, Kecklund G, Van Someren EJW, Olsson A, Axelsson J. Cues of fatigue: effects of sleep deprivation on facial appearance. Sleep. 2013;36(9):1355-1360.
  13. Sundelin T, Lekander M, Sorjonen K, Axelsson J. Negative effects of restricted sleep on facial appearance and social appeal. Royal Society Open Science. 2017;4(5):160918.
  14. Periorbital Hyperpigmentation, Dark Circles under the Eyes: Treatment Suggestions and Combining Procedures. Cosmetics (MDPI). 2021;8(2):26.
  15. van Waateringe RP, Fokkens BT, Slagter SN, et al. Skin autofluorescence predicts incident type 2 diabetes, cardiovascular disease and mortality in the general population. Diabetologia. 2019;62(2):269-280.
  16. Whitehead RD, Re D, Xiao D, Ozakinci G, Perrett DI. You are what you eat: within-subject increases in fruit and vegetable consumption confer beneficial skin-color changes. PLoS ONE. 2012;7(3):e32988.
  17. Tan KW, Graf BA, Mitra SR, Stephen ID. Daily Consumption of a Fruit and Vegetable Smoothie Alters Facial Skin Color. PLoS ONE. 2015;10(7):e0133445.
  18. Kwon HH, Yoon JY, Hong JS, Jung JY, Park MS, Suh DH. Clinical and histological effect of a low glycaemic load diet in treatment of acne vulgaris: a randomized, controlled trial. Acta Dermato-Venereologica. 2012;92(3):241-246.
  19. Groh M, Badri O, Daneshjou R, et al. Deep learning-aided decision support for diagnosis of skin disease across skin tones. Nature Medicine. 2024;30:573-583.
  20. Equity and Generalizability of Artificial Intelligence for Skin-Lesion Diagnosis: A Systematic Review and Meta-Analysis. 2025.
  21. Comparison of visual diagnostic accuracy of dermatologists practicing in Germany in patients with light skin and skin of color. Scientific Reports. 2024.
  22. Alvarado SM, Feng H. Representation of dark skin images of common dermatologic conditions in educational resources. Journal of the American Academy of Dermatology. 2021;84(5):1427-1431.
  23. Chen JHC, Lindley RI, Kairaitis K, et al. The association of skin autofluorescence with cardiovascular events and all-cause mortality in chronic kidney disease stage 3. PLoS Medicine. 2020;17(7):e1003163.
  24. Delivery of drugs applied topically to the skin. Expert Review of Dermatology. 2012. Reviews the stratum corneum barrier and the 500 dalton passive diffusion limit. See also Trommer H, Neubert RH. Overcoming the stratum corneum: the modulation of skin penetration. Skin Pharmacology and Physiology. 2006;19(2):106-121.
  25. Campbell BJ, Rowbotham M, Davies PS, Jacob P, Benowitz NL. Systemic absorption of topical lidocaine in normal volunteers, patients with post-herpetic neuralgia, and patients with acute herpes zoster. Journal of Pharmaceutical Sciences. 2002;91(5):1343-1350. Reported topical lidocaine bioavailability of approximately 3 percent.
  26. Pradal J. Comparison of skin permeation and putative anti-inflammatory activity of commercially available topical products containing ibuprofen and diclofenac. Journal of Pain Research. 2020;13:2805-2814. Cumulative 24 hour penetration of 119 to 747 ng per square centimetre for 1 percent diclofenac products.

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