A low-carb plan can improve triglycerides and glucose while making some labs look temporarily worse. The trick is knowing which changes are expected, which clusters suggest dehydration or over-restriction, and when to retest before changing course.
This guide was written under the leadership of Dr. Thomas Klein, MD in collaboration with the Kantesti AI Medical Advisory Board, including contributions from Prof. Dr. Hans Weber and medical review by Dr. Sarah Mitchell, MD, PhD.
Thomas Klein, MD
Chief Medical Officer, Kantesti AI
Dr. Thomas Klein is a board-certified clinical hematologist and internist with over 15 years of experience in laboratory medicine and AI-assisted clinical analysis. As Chief Medical Officer at Kantesti AI, he leads clinical validation processes and oversees the medical accuracy of our 2.78 trillion parameter neural network. Dr. Klein has published extensively on biomarker interpretation and laboratory diagnostics in peer-reviewed medical journals.
Sarah Mitchell, MD, PhD
Chief Medical Advisor - Clinical Pathology & Internal Medicine
Dr. Sarah Mitchell is a board-certified clinical pathologist with over 18 years of experience in laboratory medicine and diagnostic analysis. She holds specialty certifications in clinical chemistry and has published extensively on biomarker panels and laboratory analysis in clinical practice.
Prof. Dr. Hans Weber, PhD
Professor of Laboratory Medicine & Clinical Biochemistry
Prof. Dr. Hans Weber brings 30+ years of expertise in clinical biochemistry, laboratory medicine, and biomarker research. Former President of the German Society for Clinical Chemistry, he specializes in diagnostic panel analysis, biomarker standardization, and AI-assisted laboratory medicine.
- Triglycerides often fall within 4-12 weeks on a low-carb diet; fasting values below 150 mg/dL are generally considered normal in adults.
- HDL cholesterol may rise gradually; low HDL is below 40 mg/dL in men and below 50 mg/dL in women.
- LDL-C and ApoB can rise in some low-carb responders, especially after rapid weight loss, high saturated fat intake, or very low triglycerides.
- Beta-hydroxybutyrate of 0.5-3.0 mmol/L usually fits nutritional ketosis; values above 3.0 mmol/L with illness, high glucose, or low bicarbonate need urgent advice.
- Sodium should usually stay between 135-145 mmol/L; dizziness plus high BUN/creatinine ratio can point to salt and fluid depletion.
- Potassium below 3.5 mmol/L or above 5.0 mmol/L deserves prompt review, especially if you take blood pressure medicines, diuretics, or diabetes drugs.
- BUN/creatinine ratio above 20:1 with high albumin or hematocrit often suggests dehydration rather than kidney damage by itself.
- Recheck timing is usually 6-12 weeks for lipids and glucose markers, 1-2 weeks for unsafe electrolytes or kidney changes, and immediately for symptoms such as fainting or confusion.
What a low carb diet blood test usually shows first
A low carb diet blood test commonly shows lower triglycerides, higher HDL, lower fasting glucose or insulin, mild nutritional ketosis, and sometimes a temporary LDL-C or ApoB rise. Dehydration or over-restriction is more likely when BUN/creatinine ratio, albumin, hematocrit, sodium, uric acid, or ketones rise together, especially with dizziness or low blood pressure.
Recheck most fasting blood test results after 6-12 weeks, not after 6 days, unless potassium, creatinine, bicarbonate, glucose, or symptoms are unsafe. I am Thomas Klein, MD, and in clinical review I see the same mistake every week: people panic over one red flag while missing the cluster that explains it.
Kantesti is an AI blood test analyzer that reads lipid, ketone, kidney, and electrolyte results together rather than treating each flag as a separate problem. As an organization, Kantesti works with patients in many countries, so we see how reference ranges, fasting rules, and diet patterns vary across labs.
The most useful comparison is not low carb versus a textbook range; it is your own blood test before and after the dietary change. A triglyceride drop from 240 to 120 mg/dL matters, even if LDL-C rose from 118 to 142 mg/dL, because the plan may need adjustment rather than abandonment.
Baseline labs to check before changing carbohydrates
A baseline panel before low carb should include lipids, glucose markers, kidney function, electrolytes, liver enzymes, and medication-sensitive markers. A blood test based diet is safer when the first decision is based on your starting risk, not on a generic macro target.
For most adults, I want a fasting lipid panel, ApoB if available, HbA1c, fasting glucose, creatinine with eGFR, sodium, potassium, chloride, bicarbonate, ALT, AST, albumin, CBC, and sometimes urine albumin-creatinine ratio. Our 15,000+ biomarker guide is useful when a report includes less familiar markers such as CO2, anion gap, or calculated LDL.
A patient with HbA1c 6.3%, triglycerides 310 mg/dL, and ALT 72 IU/L may do very well with carbohydrate reduction, but a patient with LDL-C 210 mg/dL and ApoB 155 mg/dL needs a different risk conversation from day one. That is why a pre-diet weight-loss lab checklist can prevent the awkward moment where an avoidable problem shows up three months later.
Fasting glucose below 100 mg/dL is generally normal, 100-125 mg/dL is impaired fasting glucose, and 126 mg/dL or higher on repeat testing supports diabetes diagnosis. HbA1c of 5.7-6.4% fits prediabetes, while 6.5% or higher on confirmatory testing meets the usual diabetes threshold.
Medication review belongs in the baseline plan. Low carb can lower glucose and blood pressure quickly; insulin, sulfonylureas, SGLT2 inhibitors, diuretics, ACE inhibitors, and ARBs all change how I interpret potassium, bicarbonate, creatinine, and ketones.
Triglycerides and HDL often improve before LDL settles
Triglycerides often fall first on a low-carb diet because the liver makes fewer triglyceride-rich VLDL particles when carbohydrate and insulin exposure drop. Fasting triglycerides below 150 mg/dL are generally normal, 150-199 mg/dL is borderline high, and 500 mg/dL or higher raises pancreatitis concern.
In our analysis of 2M+ blood tests, the happiest lipid story is usually triglycerides falling from the 200-400 mg/dL range into double digits or low hundreds. If you are comparing reports, check whether the lab used a true fasting sample and whether LDL was calculated or directly measured; our lipid panel guide explains that difference clearly.
HDL cholesterol below 40 mg/dL in adult men and below 50 mg/dL in adult women is usually considered low. HDL may rise by 5-15 mg/dL over several months when triglycerides fall, but I do not treat HDL as a stand-alone target because raising HDL artificially has not reliably reduced events.
If triglycerides remain above 200 mg/dL after 8-12 weeks of lower carbohydrate intake, I look for alcohol intake, hypothyroidism, uncontrolled diabetes, kidney disease, corticosteroids, estrogen therapy, and hidden liquid calories. Food changes can help too; see our practical guide to lowering triglycerides before a retest.
The 2018 AHA/ACC cholesterol guideline recommends using risk context, non-HDL cholesterol, and sometimes ApoB when triglycerides are elevated, rather than relying only on total cholesterol (Grundy et al., 2019). In clinic, the triglyceride-to-HDL shift often tells me insulin exposure has improved, while ApoB tells me how many atherogenic particles remain.
LDL-C, ApoB and non-HDL can rise on low carb
LDL-C can rise after starting low carb, and the safest response is to check ApoB or non-HDL cholesterol before deciding the diet is helping or harming. ApoB roughly estimates the number of atherogenic particles; many clinicians use <90 mg/dL as a reasonable general-risk goal and lower targets for high-risk patients.
I see three common LDL patterns: a modest 10-25 mg/dL rise during weight loss, a saturated-fat-sensitive rise that improves when butter, cream, coconut oil, and fatty processed meats are reduced, and the lean hyper-responder pattern with very low triglycerides, high HDL, and striking LDL-C. The last pattern is debated; I do not dismiss it, but I also do not pretend we have perfect outcome data.
LDL-C below 100 mg/dL is often called optimal for lower-risk adults, but people with established cardiovascular disease may be advised to target far lower values. For risk-based interpretation, our ApoB explainer is more useful than staring at total cholesterol.
The reason we worry about high LDL-C plus high ApoB is that together they suggest more cholesterol-carrying particles entering the artery wall. Baigent et al. found that each 1 mmol/L reduction in LDL-C lowered major vascular events by about 22% across statin trials, which is why persistent particle elevation deserves a serious conversation even when glucose looks better (Baigent et al., 2010).
Kantesti's neural network flags a different follow-up when LDL-C rises but ApoB is unavailable, because calculated LDL can be distorted when triglycerides become very low. If triglycerides are under 70 mg/dL and LDL-C has jumped, consider a direct LDL, ApoB, or LDL particle number before making a major diet change.
Ketones should show nutrition, not metabolic danger
Blood beta-hydroxybutyrate of 0.5-3.0 mmol/L usually indicates nutritional ketosis, while values above 3.0 mmol/L deserve caution when paired with vomiting, illness, pregnancy, diabetes medicines, high glucose, or low bicarbonate. Nutritional ketosis is not the same as ketoacidosis.
A typical low-carb or keto-adapted adult may show fasting glucose 75-95 mg/dL with beta-hydroxybutyrate 0.6-1.8 mmol/L. That can be perfectly compatible with feeling well, normal bicarbonate, and stable kidney function; our keto blood test guide goes deeper on this pattern.
Diabetic ketoacidosis usually involves ketones above 3.0 mmol/L, glucose often above 250 mg/dL, bicarbonate below 18 mmol/L, high anion gap, and blood pH below 7.30. The exception that keeps doctors alert is euglycaemic ketoacidosis, especially with SGLT2 inhibitors, where glucose may be only mildly raised.
Hallberg et al. reported substantial glycaemic improvements in adults with type 2 diabetes using a continuous-care nutritional ketosis model, but the same study setting included medication supervision and structured monitoring (Hallberg et al., 2018). That supervision piece matters; do not copy the carbohydrate level without copying the safety checks.
If ketones are high and you feel weak, nauseated, breathless, confused, or unusually thirsty, do not wait for a perfect retest window. Same-day medical advice is safer than trying to fix possible acidosis with salt water and internet arithmetic.
Electrolytes reveal salt loss, medicines and acidosis risk
Electrolytes on a low-carb diet should usually remain stable: sodium 135-145 mmol/L, potassium 3.5-5.0 mmol/L, chloride about 98-107 mmol/L, and bicarbonate roughly 22-29 mmol/L. Symptoms matter more when two or more electrolyte markers move together.
The first week of low carb often causes natriuresis, meaning the kidneys excrete more sodium as insulin levels fall. That is why some patients feel light-headed with a normal sodium of 138 mmol/L; the serum number can look normal while total body sodium and fluid volume have fallen.
Potassium below 3.5 mmol/L can cause weakness, cramps, constipation, or palpitations, and potassium above 5.0 mmol/L is more concerning in kidney disease or with ACE inhibitors, ARBs, spironolactone, or potassium supplements. Our electrolyte panel guide explains why potassium should never be corrected blindly.
Bicarbonate is the quiet marker people miss. A CO2 or bicarbonate result below 22 mmol/L can reflect metabolic acidosis, diarrhoea, kidney tubular problems, or ketoacidosis risk depending on glucose, ketones, and anion gap.
If a blood pressure medicine was recently changed, recheck potassium and creatinine in about 1-2 weeks rather than waiting three months. This is especially true with low carb because lower insulin, lower blood pressure, and less processed food sodium can stack together; our article on potassium after BP medicines covers that timing.
Dehydration creates false highs across several markers
Dehydration after starting low carb often appears as a cluster: high-normal albumin, higher hematocrit, concentrated urine, and BUN rising more than creatinine. A BUN/creatinine ratio above 20:1 often suggests low fluid volume, but it is not diagnostic by itself.
Kantesti is an AI-powered blood test analysis tool used by 2M+ people across 127 countries, and low-carbohydrate panels are a good example of why trend context matters. A BUN of 24 mg/dL with creatinine 0.9 mg/dL, albumin 5.1 g/dL, and a long fast tells a very different story from BUN 24 with creatinine 1.8 and falling eGFR.
Normal BUN is commonly about 7-20 mg/dL, but protein intake, fasting duration, gastrointestinal bleeding, steroids, and dehydration all push it upward. Our research guide on the BUN/creatinine ratio explains why the ratio is most useful when paired with eGFR and urine markers.
Albumin usually sits around 3.5-5.0 g/dL in adults. Albumin above 5.0 g/dL is rarely a nutrition victory; in my experience it more often means the sample was taken after under-hydration, heavy sweating, or a long fast.
Creatinine can also move for reasons unrelated to kidney injury. More meat intake, creatine supplements, resistance training, and larger muscle mass can raise creatinine slightly, while cystatin C or urine albumin-creatinine ratio may clarify the picture when eGFR suddenly looks worse.
Liver enzymes and uric acid can shift during fat loss
ALT, AST, GGT, bilirubin, and uric acid can change during low-carb weight loss even when the diet is not directly harming the liver. Rapid fat loss, dehydration, exercise, alcohol changes, and fatty liver improvement can all move these markers in different directions.
ALT is often considered normal below roughly 35 IU/L in women and 45 IU/L in men, though some labs use lower cutoffs. A fall from ALT 86 to 38 IU/L over 12 weeks is one of the cleaner signs that insulin resistance and fatty liver burden may be improving.
AST is trickier because muscle releases AST too. A 52-year-old marathon runner with AST 89 IU/L and ALT 31 IU/L after hill repeats may need CK and rest, not a liver panic; our liver function test guide helps separate enzyme patterns.
Uric acid can rise transiently in nutritional ketosis because ketones compete with urate for kidney excretion. Adult male uric acid is often listed around 3.5-7.2 mg/dL and adult female values around 2.6-6.0 mg/dL, but gout risk depends on history, kidney function, and symptoms.
If uric acid jumps from 5.8 to 8.4 mg/dL during the first month but there is no gout, no kidney stone history, and hydration markers are also high, I usually repeat after hydration and weight loss slows. New joint swelling, flank pain, fever, or very high creatinine changes that plan.
Over-restriction has a different blood test fingerprint
Over-restriction is suggested by falling albumin or total protein, low ferritin, low folate or B12, low phosphate or magnesium, menstrual disruption, or a disproportionate drop in T3. A low-carb diet should reduce carbohydrate, not quietly reduce nourishment.
Total protein commonly sits around 6.0-8.3 g/dL and albumin around 3.5-5.0 g/dL. Low values are not expected from a well-built low-carb diet; they make me ask about nausea, very low calories, digestive disease, kidney loss, liver disease, or excessive fasting.
Ferritin below 30 ng/mL often suggests depleted iron stores even before hemoglobin falls, especially in menstruating women or endurance athletes. If meat intake fell because the person switched to a narrow dairy-and-salad plan, I check iron saturation and TIBC using our iron studies guide rather than guessing.
Magnesium is another common blind spot. Serum magnesium around 1.7-2.2 mg/dL can look normal despite low intake, but persistent cramps, constipation, low potassium, or arrhythmia symptoms should prompt a more careful electrolyte and medication review.
A high protein diet blood test can show higher BUN without kidney damage, but too little protein may show the opposite: low BUN, low total protein, poor recovery, and hair shedding. Our guide to high-protein diet labs explains how to avoid confusing protein adequacy with kidney strain.
Fasting rules can make results look better or worse
Fasting blood test results are easiest to compare when the fasting window, hydration, caffeine, alcohol, exercise, and test time are similar. For most low-carb monitoring, an 8-12 hour fast is enough; longer fasts can exaggerate ketones, bilirubin, BUN, uric acid, and sometimes glucose counter-regulation.
I dislike 18-hour surprise fasts before routine chemistry panels. They create beautiful-looking triglycerides and impressive ketones, but they may also create a misleading dehydration signature that was not present during normal life.
Black coffee can raise catecholamines in sensitive patients, and heavy exercise within 24-48 hours can raise CK, AST, creatinine, and sometimes white blood cells. If the purpose is comparison, repeat the same morning routine and avoid a heroic workout the day before.
Water is allowed for most fasting labs and usually makes results more interpretable. Our guide to fasting versus non-fasting explains which markers truly need fasting and which are usually stable after meals.
If your first low-carb panel was non-fasting and your second was fasting, do not over-read the triglyceride change. In my practice, I mark that as a sampling difference first, then repeat under matched conditions if the decision is high stakes.
When to recheck before changing the low-carb plan
Recheck lipids, fasting glucose, insulin, HbA1c, kidney function, and electrolytes at different intervals because they respond on different timelines. Most stable adults should repeat a low-carb panel at 6-12 weeks, while unsafe electrolytes or kidney changes may need review within days to 2 weeks.
HbA1c reflects roughly 8-12 weeks of glucose exposure, so checking it two weeks after cutting carbs is usually a waste unless medication safety is the issue. Fasting glucose and insulin can shift within days, but HbA1c is slower and should be interpreted with red cell lifespan in mind.
Lipids deserve patience unless values are extreme. If LDL-C rises during active weight loss, I often repeat 6-8 weeks after weight has been stable because cholesterol trafficking can look odd while adipose tissue is rapidly changing.
My practice rule at Kantesti, as Thomas Klein, MD, is simple: repeat the test before changing the plan when the person feels well, the abnormality is mild, and the result conflicts with the rest of the panel. Our guide on repeating abnormal labs gives practical timing for borderline results.
Do not wait if potassium is below 3.0 mmol/L or above 6.0 mmol/L, bicarbonate is below 18 mmol/L, creatinine has risen sharply, glucose is dangerously high or low, or there are symptoms such as fainting, confusion, chest pain, severe weakness, or persistent vomiting. Those are not lifestyle-optimization moments.
Some medications make low-carb lab changes riskier
People taking insulin, sulfonylureas, SGLT2 inhibitors, diuretics, ACE inhibitors, ARBs, lithium, or kidney-sensitive medicines need closer monitoring when carbohydrates drop. The diet may be metabolically helpful, but the medication plan may become too strong.
Insulin and sulfonylureas can cause hypoglycaemia when carbohydrate intake falls quickly. A fasting glucose of 62 mg/dL with shakiness is not a badge of discipline; it is a medication-safety signal.
SGLT2 inhibitors deserve special respect because they can increase ketoacidosis risk even when glucose is not dramatically high. Anyone on these medicines should discuss carbohydrate targets and sick-day rules with their prescribing clinician before aiming for deep ketosis.
Metformin is usually safer than insulin for low-carb transitions, but kidney function and B12 still matter over time. Our metformin lab guide explains why creatinine, eGFR, and B12 deserve periodic checks.
Kidney disease changes the electrolyte conversation. Urine albumin-creatinine ratio below 30 mg/g is generally normal, 30-300 mg/g suggests moderately increased albuminuria, and above 300 mg/g suggests severely increased albuminuria; our urine ACR guide is worth reading before increasing protein or potassium-rich foods.
How AI trend analysis helps avoid overreacting
AI trend analysis helps most when it compares the new low-carb panel with baseline results, medications, fasting conditions, symptoms, and prior trends. A single red flag is often less meaningful than a coherent pattern across 5-10 related markers.
Kantesti is an AI biomarker interpretation platform that compares your current low-carb panel with prior fasting results, medication changes, and symptom prompts. The difference between LDL-C rising alone and LDL-C rising with ApoB, non-HDL cholesterol, hs-CRP, A1c, and blood pressure worsening is clinically enormous.
Kantesti AI does not diagnose you from a screenshot; it organizes risk, flags unsafe clusters, and explains which results deserve professional review. Our medical validation standards describe how we evaluate interpretation quality across specialties and edge cases.
Our AI also reads units, which matters more than people think. Triglycerides of 1.2 mmol/L and 106 mg/dL are similar; confusing mmol/L with mg/dL can create fake emergencies and fake reassurance.
For the technical reader, the AI technology guide explains how report parsing, unit normalization, reference-range extraction, and trend logic work. The clinical point is simpler: do not change a working plan because one marker moved before you understand why it moved.
Research notes and clinical standards behind this guide
As of June 6, 2026, low-carb lab monitoring is still an area where context matters more than one universal cutoff. The strongest clinical approach combines guideline-based cardiovascular risk assessment, diabetes medication safety, kidney and electrolyte monitoring, and repeat testing under matched conditions.
This article was prepared with physician editorial oversight from Kantesti's clinical team and reviewed against our internal safety rules for red-flag electrolyte, kidney, and ketone patterns. Readers who want to understand the doctors behind our review process can see the Medical Advisory Board.
The evidence is honestly mixed in one area: high LDL-C with very low triglycerides and high HDL after carbohydrate restriction. I tell patients the uncertainty out loud, because pretending the answer is settled usually pushes people into either fear or denial.
Related Kantesti research publications are listed here for transparency: Klein, T., & Kantesti Research Group. (2026). Urobilinogen in Urine Test: Complete Urinalysis Guide 2026. Zenodo. https://doi.org/10.5281/zenodo.18226379. ResearchGate: https://www.researchgate.net/. Academia.edu: https://www.academia.edu/.
Klein, T., & Kantesti Research Group. (2026). Iron Studies Guide: TIBC, Iron Saturation & Binding Capacity. Zenodo. https://doi.org/10.5281/zenodo.18248745. ResearchGate: https://www.researchgate.net/. Academia.edu: https://www.academia.edu/. Although these papers are not low-carb outcome trials, they support the interpretation methods used for urine concentration, hydration context, ferritin, iron saturation, and binding-capacity patterns.
Frequently Asked Questions
What blood tests should I get after starting a low-carb diet?
A practical low-carb follow-up panel includes a fasting lipid panel, ApoB if available, fasting glucose, HbA1c, creatinine with eGFR, sodium, potassium, chloride, bicarbonate, BUN, albumin, ALT, AST, and sometimes urine albumin-creatinine ratio. If you are doing ketogenic intake, blood beta-hydroxybutyrate is more useful than urine ketones. People taking diabetes or blood pressure medicines should check medication-sensitive markers earlier, often within 1-2 weeks.
Can a low-carb diet make cholesterol go up?
Yes, a low-carb diet can raise LDL-C or ApoB in some people, especially during rapid weight loss, very low carbohydrate intake, high saturated fat intake, or a lean hyper-responder pattern. Triglycerides often fall and HDL often rises, but those improvements do not automatically cancel out a persistently high ApoB. If LDL-C rises above 160 mg/dL or ApoB is high, recheck after weight stabilizes and discuss cardiovascular risk with a clinician.
What ketone level is normal on a low-carb diet?
Blood beta-hydroxybutyrate of 0.5-3.0 mmol/L usually fits nutritional ketosis in a person who feels well and has normal glucose and bicarbonate. Ketones above 3.0 mmol/L are more concerning if paired with vomiting, weakness, pregnancy, diabetes medicines, glucose above 250 mg/dL, or bicarbonate below 18 mmol/L. Urgent medical advice is safer if high ketones occur with illness or confusion.
How long should I wait before repeating labs on low carb?
Most stable adults should repeat lipids, glucose markers, kidney function, and electrolytes after 6-12 weeks on a low-carb diet. HbA1c is best repeated after about 8-12 weeks because it reflects red cell glycation over time. Potassium, creatinine, bicarbonate, or medication-related abnormalities may need rechecking within days to 2 weeks instead of waiting for a routine interval.
Which blood test pattern suggests dehydration on low carb?
Dehydration is suggested by a cluster of high BUN relative to creatinine, BUN/creatinine ratio above 20:1, albumin above about 5.0 g/dL, higher hematocrit, concentrated urine, and symptoms such as dizziness or low blood pressure. One mildly high BUN result does not prove kidney disease. The pattern should be interpreted with fasting duration, protein intake, exercise, and fluid loss.
Do fasting blood test results change more on a low-carb diet?
Fasting results can change more on low carb because longer fasting may raise ketones, BUN, uric acid, bilirubin, and sometimes counter-regulatory glucose. For comparable results, use an 8-12 hour fast, drink water, avoid heavy exercise for 24-48 hours, and test at a similar time of day. Comparing a 16-hour fast with a non-fasting panel can create misleading blood test before and after differences.
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📚 Referenced Research Publications
Klein, T., Mitchell, S., & Weber, H. (2026). Klein, T., & Kantesti Research Group. (2026). Urobilinogen in Urine Test: Complete Urinalysis Guide 2026. Zenodo.. Kantesti AI Medical Research.
Klein, T., Mitchell, S., & Weber, H. (2026). Klein, T., & Kantesti Research Group. (2026). Iron Studies Guide: TIBC, Iron Saturation & Binding Capacity. Zenodo.. Kantesti AI Medical Research.
📖 External Medical References
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⚕️ Medical Disclaimer
This article is for educational purposes only and does not constitute medical advice. Always consult a qualified healthcare provider for diagnosis and treatment decisions.
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Written by Dr. Thomas Klein with review by Dr. Sarah Mitchell and Prof. Dr. Hans Weber.
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