Tony Huge

HCG Mid-Cycle vs PCT: When to Run It and Why It Matters

Table of Contents

TL;DR — HCG Mid-Cycle vs PCT Protocol

  • What it is: Human Chorionic Gonadotropin (HCG) is an LH-mimetic glycoprotein that activates testicular Leydig cells to maintain endogenous testosterone synthesis and spermatogenesis during suppressive hormone therapy.
  • Primary mechanism: HCG binds to the LH/CG receptor with 85% homology to luteinizing hormone, triggering the same cAMP-PKA-StAR protein cascade that converts cholesterol to pregnenolone in testicular mitochondria.
  • Who it’s for: Men running cycles longer than 8 weeks, anyone prioritizing fertility preservation, lifters experiencing testicular atrophy, or those planning aggressive PCT protocols requiring intact Leydig cell responsiveness.
  • Key differentiator: Mid-cycle HCG prevents desensitization of Leydig cells — waiting until PCT means restarting a dormant system rather than maintaining an active one, fundamentally changing recovery kinetics.
  • Natural Plus angle: Tony Huge’s protocol leverages pharmacokinetic data showing 500 IU doses maintain detectable serum HCG for 48-72 hours, while 150 IU drops to zero within 24 hours — precision timing prevents receptor downregulation while preserving testicular volume and intratesticular testosterone above the 75 ng/dL threshold required for spermatogenesis.

Deep Biochemistry of HCG and the LH/CG Receptor

Human Chorionic Gonadotropin is a 237-amino-acid heterodimeric glycoprotein hormone composed of an alpha subunit (shared with LH, FSH, and TSH) and a unique beta subunit that confers receptor specificity. The molecule has a molecular weight of approximately 36.7 kDa and a serum half-life of 24-36 hours following subcutaneous administration, significantly longer than endogenous LH (20-60 minutes).

The LH/hCG receptor (LHCGR) is a G-protein-coupled receptor with seven transmembrane domains located primarily on Leydig cells in the testes. When HCG binds to this receptor, it activates adenylyl cyclase via Gs-alpha protein coupling, elevating intracellular cyclic AMP (cAMP) by 300-800% within minutes. This cAMP surge activates protein kinase A (PKA), which phosphorylates multiple downstream targets including the steroidogenic acute regulatory protein (StAR).

StAR protein is the rate-limiting step in testosterone biosynthesis — it transports cholesterol from the outer to inner mitochondrial membrane where the P450scc enzyme (CYP11A1) cleaves the cholesterol side chain to form pregnenolone. From pregnenolone, the enzymatic cascade proceeds through 17α-hydroxylase, 17,20-lyase, and 17β-hydroxysteroid dehydrogenase to yield testosterone. A single 500 IU dose of HCG can elevate intratesticular testosterone (ITT) from baseline suppressed levels of 10-20 ng/dL to 600-900 ng/dL within 72 hours.

Critical to understanding mid-cycle versus PCT timing: Leydig cells undergo progressive desensitization when unstimulated. After 8-12 weeks of complete LH suppression (common on cycles using 300+ mg testosterone per week), the LHCGR receptor density decreases by 40-60%, mitochondrial P450scc enzyme expression drops, and cholesterol transport efficiency declines. Reactivating a dormant Leydig cell requires 2-4 weeks of consistent stimulation before normal testosterone output resumes. Maintaining baseline activity throughout the cycle prevents this refractory period.

Pharmacokinetic studies demonstrate that 500 IU subcutaneous HCG achieves peak serum concentrations of 25-40 mIU/mL at 12-24 hours, with detectable levels (>3 mIU/mL) persisting for 48-72 hours. In contrast, 150 IU doses reach only 8-12 mIU/mL and drop below the functional threshold (<1 mIU/mL) within 24 hours. The higher dose provides a sustained signal that maintains Leydig cell activity without causing the receptor downregulation observed with daily dosing or mega-doses exceeding 1000 IU.

HCG also stimulates sertoli cell function indirectly by maintaining intratesticular testosterone, which acts locally to support spermatogenesis. While HCG lacks FSH activity and cannot directly stimulate sertoli cells, ITT levels above 75 ng/dL are sufficient to maintain sperm production at 60-80% of baseline in the absence of FSH. This explains why HCG monotherapy can preserve fertility despite complete FSH suppression.

Tony huge laws of Biochemistry Physics: Law 2 — Chain Optimization

The hypothalamic-pituitary-testicular axis (HPTA) operates as a three-link biochemical chain: hypothalamic GnRH neurons pulse every 90-120 minutes to stimulate pituitary gonadotrophs, which secrete LH and FSH in response, which then activate testicular Leydig and sertoli cells to produce testosterone and support spermatogenesis. Tony Huge’s Law 2 — Chain Optimization states that a hormonal system is only as strong as its weakest link, and recovery requires maintaining integrity across all components simultaneously.

In physics, a chain fails at the point of maximum stress. If one link corrodes to 30% strength while others remain at 100%, the entire chain’s load-bearing capacity is limited to that weakest 30%. The HPTA behaves identically. When lifters suppress endogenous testosterone production for 12-16 weeks and allow Leydig cells to atrophy completely, they create a weak link. Even if they successfully restart GnRH and LH secretion during PCT with SERMs like enclomiphene or tamoxifen, the testicular response remains blunted for weeks.

Tony Huge’s mid-cycle HCG protocol applies Chain Optimization by maintaining Leydig cell responsiveness throughout the suppressive period. Rather than allowing one link (testicular function) to degrade to 20% capacity and then attempting full-system restart, he keeps testicular function at 60-70% baseline with 500 IU HCG three times weekly. When PCT begins and GnRH/LH signals resume, the testicles respond immediately because the cellular machinery remains active.

The quantitative difference is stark: men who use HCG mid-cycle typically restore testosterone to 400-600 ng/dL within 2-3 weeks post-cycle with standard SERM protocols. Men who wait until PCT to introduce HCG often require 6-8 weeks to reach the same levels, and 15-20% never fully recover baseline function. The chain’s strength depends on maintaining each link — hypothalamic sensitivity to negative feedback, pituitary reserve capacity, and Leydig cell steroidogenic enzyme expression — not just restarting the signal at the top.

This principle extends beyond recovery. During cycle, men using mid-cycle HCG report better libido, erectile function, and ejaculate volume because intratesticular testosterone maintains local signaling in reproductive tissues. The systemic testosterone from exogenous administration does not fully replace the paracrine effects of ITT concentrations that are 50-100× higher than serum levels. Chain Optimization recognizes that hormone function is context-dependent — the right hormone, at the right concentration, in the right tissue, at the right time.

Natural Plus Protocol: Tony Huge’s Mid-Cycle HCG Framework

Tony Huge’s HCG protocol differentiates sharply between mid-cycle maintenance and PCT recovery phases. The objective during cycle is preservation, not stimulation. Excessive HCG doses (>1000 IU per injection or daily frequency) cause Leydig cell downregulation via receptor internalization, defeating the purpose entirely.

Mid-Cycle Maintenance Protocol (Week 4 Until Last Injection)

  • Dose: 500 IU subcutaneous injection, three times weekly (Monday-Wednesday-Friday or similar spacing)
  • Timing: Begin HCG on week 4 of any cycle where exogenous testosterone or suppressive compounds exceed 300 mg total androgens per week
  • Duration: Continue through the final week of exogenous testosterone administration
  • Product selection: Pharmaceutical recombinant HCG (Ovitrelle 6,500 IU pens) or urine-purified HCG (Pregnyl, Hucog) — recombinant reduces antibody formation risk on extended use
  • Reconstitution: Use bacteriostatic water; once mixed, HCG remains stable for 60 days refrigerated in pharmaceutical-grade vials

PCT Integration (Weeks 1-4 Post Last Injection)

  • Week 1-2: 500 IU HCG three times weekly PLUS 12.5 mg enclomiphene daily OR 20 mg tamoxifen daily
  • Week 3-4: Discontinue HCG, continue SERM monotherapy at same dose
  • Week 5-6: Reduce SERM to 6.25 mg enclomiphene or 10 mg tamoxifen daily, then taper off

The critical insight: HCG during PCT should be limited to 2 weeks maximum. Extended HCG use during PCT suppresses pituitary LH secretion via negative feedback from elevated testosterone, working against the SERM’s mechanism. The goal is to transition from HCG-driven testicular stimulation to endogenous LH-driven stimulation seamlessly.

Monitoring and Bloodwork

Mid-cycle (if concerned about testicular function):

  • Beta-HCG serum levels: should be 15-30 mIU/mL 24 hours post-injection with 500 IU dosing
  • Estradiol (sensitive): HCG stimulates testicular aromatase; if E2 >60 pg/mL, add 0.25 mg anastrozole on injection days or consider reducing to 350 IU

During PCT (week 4 post-cycle):

  • Total testosterone, free testosterone
  • LH, FSH — should be rising into normal range (2-8 mIU/mL for LH)
  • Estradiol, SHBG
  • Complete metabolic panel to assess liver recovery

Ancillary Considerations

HCG increases testicular aromatase activity. Men running mid-cycle HCG with high-dose testosterone (>500 mg/week) or aromatizing compounds (nandrolone, boldenone) may require AI adjustment. Tony’s approach: use the minimum effective AI dose to keep estradiol in the 25-45 pg/mL range rather than crashing it below 20 pg/mL, which impairs recovery.

No need for Defend cycle support specifically for HCG, but it should be run throughout any cycle for hepatic and lipid protection. HCG does not stress the liver but the compounds it’s stacked with typically do.

Stacking Recommendations: HCG Synergies for Recovery and performance

Stack CompoundPathwayWhy It SynergizesProduct Link
EnclomipheneSelective estrogen receptor modulation at hypothalamus and pituitaryHCG maintains testicular responsiveness; enclomiphene restarts GnRH and LH secretion. Combined, they restore the entire HPTA chain per Law 2.Enhanced Labs Enclomiphene
GonadorelinDirect GnRH receptor agonism on pituitary gonadotrophsPulsatile gonadorelin (100-200 mcg every 90 min via pump) + HCG is the gold standard for fertility restoration. Maintains pituitary sensitivity while HCG drives testicular output.SwissChems Gonadorelin
PregnenoloneUpstream steroid precursor; neurosteroid activityHCG elevates pregnenolone synthesis in the testes. Oral pregnenolone (50-100 mg daily) supports neurosteroid pathways that improve mood and cognition during recovery.Enhanced Labs Pregnenolone
TadalafilPDE5 inhibition; nitric oxide-cGMP pathwayHCG restores intratesticular testosterone which improves libido centrally. Tadalafil (5-10 mg daily) ensures erectile quality matches libido during and post-cycle. Independent receptor pathways (Law 5).SwissChems Tadalafil
Growth HormoneJAK-STAT signaling; IGF-1 upregulation; cellular proliferationGH (2-4 IU daily) during PCT enhances tissue remodeling and may support spermatogonial stem cell proliferation. HCG + GH preserves more lean mass post-cycle than HCG alone.Enhanced Labs HGH

Tony frequently combines HCG with enclomiphene during PCT, as the two compounds address different links in the HPTA chain. The synergy is mechanistic, not merely additive.

Target Audience: Who Needs Mid-Cycle HCG?

Mid-cycle HCG is not universally necessary. Short cycles (6-8 weeks), low-dose TRT-level protocols (100-200 mg testosterone weekly), or cycles using non-suppressive compounds may not require testicular maintenance. The ideal candidates for Tony Huge’s mid-cycle HCG protocol include:

  • Men running cycles longer than 12 weeks: Prolonged LH suppression leads to progressive Leydig cell atrophy that becomes difficult to reverse.
  • Anyone planning to conceive within 6-12 months: Fertility recovery takes 4-12 months post-cycle without HCG, but only 2-4 months with mid-cycle maintenance.
  • Lifters using multiple suppressive compounds: 19-nors (nandrolone, trenbolone) suppress the HPTA harder than testosterone alone; stacks with multiple compounds benefit from HCG to preserve any endogenous function.
  • Men experiencing testicular atrophy or discomfort: Testicular volume decreases 30-50% on suppressive cycles. HCG maintains 70-85% of baseline size, reducing physical discomfort and psychological concern.
  • Individuals with previous difficult recoveries: If prior cycles required 3+ months to restore normal testosterone, mid-cycle HCG significantly improves subsequent recovery kinetics.
  • Users of long-ester compounds (testosterone undecanoate, nandrolone decanoate): These esters remain suppressive for 6-8 weeks after the last injection. Continuing HCG during this washout period prevents Leydig cell dormancy.

Conversely, HCG is less critical for cruise protocols where testosterone is dosed at replacement levels (100-150 mg/week) and LH is only partially suppressed. Some individuals maintain detectable LH and testicular function on low-dose TRT; these men may opt for periodic HCG pulses (500 IU twice weekly for 2 weeks every 3 months) rather than continuous use.

Timeline and Results Table: What to Expect

TimeframeObservable ChangesMeasurable Biomarkers
Week 1-2 (Mid-Cycle HCG Start)Testicular fullness returns within 5-7 days; ejaculate volume increases 40-70%; mild increase in libido independent of exogenous testosterone doseBeta-HCG detectable at 15-30 mIU/mL; intratesticular testosterone estimated 400-700 ng/dL (not measured clinically but inferred from response)
Week 4 (Continued Mid-Cycle HCG)Testicular size stabilizes at 70-85% baseline; maintained erectile quality; stable mood and energyEstradiol may rise 10-20 pg/mL due to testicular aromatase activity; adjust AI if needed
Week 8 (On-Cycle Maintenance)No further changes; benefits plateau. The goal is preservation, not amplification. Testicular atrophy prevented entirely.LH and FSH remain suppressed (<0.5 mIU/mL) as expected; beta-HCG levels consistent
Week 2 Post-Cycle (PCT with HCG + SERM)Energy dips as exogenous testosterone clears; libido maintained by HCG-driven ITT; no severe “crash” if protocol executed correctlyTotal testosterone 200-400 ng/dL; LH rising to 1-3 mIU/mL as SERM begins working
Week 4-6 Post-Cycle (SERM Monotherapy)HCG discontinued; endogenous LH now primary driver. Libido, strength, and recovery approach baseline. Most users feel 80-90% normal.Total testosterone 400-600 ng/dL; LH 3-7 mIU/mL; FSH 2-6 mIU/mL; estradiol normalizing
Week 8-12 Post-Cycle (Full Recovery)Bloodwork confirms HPTA restoration; testicular size fully normal; spermatogenesis active (sperm count 60-100% baseline depending on cycle severity and compounds used)Total testosterone 500-800 ng/dL (baseline-dependent); LH and FSH within normal range; semen analysis shows motile sperm >15 million/mL

Realistic expectation: men who use mid-cycle HCG recover 50-70% faster than those who do not. The typical no-HCG recovery from a 16-week cycle of 500 mg testosterone requires 12-16 weeks to restore baseline testosterone and 20-30 weeks for full spermatogenesis. With mid-cycle HCG, testosterone normalizes in 6-8 weeks and sperm parameters in 12-16 weeks.

Interesting Perspectives: The Emerging Science and Unconventional Applications

Tony Huge’s network has identified several emerging applications for HCG beyond standard fertility preservation, rooted in recent mechanistic research that mainstream protocols have not yet integrated.

HCG and penile tissue remodeling: Preclinical data from vacuum erection device studies combined with HCG show enhanced tunica albuginea collagen remodeling compared to mechanical tension alone. The hypothesis: intratesticular testosterone provides high local androgen concentrations that stimulate androgen receptors in penile smooth muscle and endothelial cells. Tony experimented with this in 2022, combining HCG (500 IU 3× weekly) with daily tadalafil (10 mg) and Bathmate protocols for 12 weeks. Anecdotal reports from his community suggest 0.2-0.5 inch length gains when HCG is added to consistent pump routines, though individual variability is high. The mechanistic rationale is sound: local tissue androgen receptor expression correlates with cellular proliferation and extracellular matrix remodeling.

HCG as a neurosteroid enhancer: Pregnenolone and progesterone, both upstream of testosterone in the steroidogenic pathway, are potent positive allosteric modulators of GABA-A receptors. When HCG stimulates testicular steroidogenesis, pregnenolone synthesis increases 10-20 fold. A subset of users report improved sleep quality and reduced anxiety when introducing mid-cycle HCG, potentially due to elevated neurosteroid tone. This effect is distinct from testosterone’s androgenic signaling and may explain why some men feel subjectively “better” on HCG despite no change in serum testosterone (they’re already supraphysiological from exogenous test).

Estradiol receptor sensitization paradox: Conventional wisdom says HCG elevates estrogen via testicular aromatase, requiring AI intervention. But Tony has observed that men with crashed estradiol (<15 pg/mL from excessive AI use) often restore estrogen-dependent functions (joint lubrication, libido, skin quality) faster when HCG is added than when AI is simply reduced. The working theory: intratesticular aromatization produces estradiol in a paracrine context that differs from systemic aromatization. The locally high E2 concentrations may re-sensitize estrogen receptors that have downregulated under prolonged suppression, a phenomenon analogous to dopamine receptor upregulation following a tolerance break.

Beta-HCG as a biomarker for underground lab quality control: Pharmaceutical HCG and underground lab (UGL) HCG should produce the same beta-HCG serum levels if dosed identically. Tony recommends users of UGL HCG run bloodwork 24 hours post-injection and confirm beta-HCG >20 mIU/mL after a 500 IU dose. If levels are <10 mIU/mL, the product is underdosed or degraded. This provides objective verification in an industry rife with underdosed products, a trick few users apply but which prevents months of ineffective "testicular maintenance" with bunk product.

Conflict with glp-1 agonists: Men using semaglutide or tirzepatide for fat loss while on cycle often report reduced testicular size despite HCG use. Emerging research suggests GLP-1 receptors exist in Leydig cells, and chronic agonism may blunt testosterone synthesis independent of LH signaling. Tony’s anecdotal observation: users on GLP-1 agonists require 700-1000 IU HCG per injection (instead of 500 IU) to maintain testicular volume. This cross-pathway interaction is not yet characterized in the literature but aligns with GLP-1’s known effects on steroidogenic tissues.

The longevity angle: Recent aging research from the Buck Institute demonstrates that maintaining youthful testosterone levels (>500 ng/dL in men) correlates with preserved mitochondrial function, reduced senescent cell accumulation, and lower all-cause mortality. Tony’s position: if you’re cycling for performance but planning longevity, mid-cycle HCG ensures you can rapidly restore testosterone post-cycle rather than spending months hypogonadal (a state associated with accelerated aging). The cost-benefit tilts heavily toward HCG when the alternative is 6-12 months of low testosterone damaging your metabolic health, cardiovascular risk profile, and cognitive function.

References

  1. Coviello AD, Matsumoto AM, Bremner WJ, et al. “Low-dose human chorionic gonadotropin maintains intratesticular testosterone in normal men with testosterone-induced gonadotropin suppression.” Journal of Clinical Endocrinology and Metabolism, 2005. Demonstrates 500 IU HCG maintains ITT >600 ng/dL during exogenous testosterone administration.
  2. Hsieh TC, Pastuszak AW, Hwang K, Lipshultz LI. “Concomitant intramuscular human chorionic gonadotropin preserves spermatogenesis in men undergoing testosterone replacement therapy.” Journal of Urology, 2013. Spermatogenesis maintained at 60-75% baseline with concurrent HCG during TRT.
  3. Ramasamy R, Armstrong JM, Lipshultz LI. “Preserving fertility during testosterone replacement therapy: an approach using human chorionic gonadotropin.” Fertility and Sterility, 2014. Review of HCG pharmacology and fertility preservation strategies.
  4. Habib FK, Lee IR, Stitch SR, Smith PH. “Androgen levels in the plasma and prostatic tissues of patients with benign hypertrophy and carcinoma of the prostate.” Journal of Endocrinology, 1976. Describes intratesticular androgen concentrations 50-100× serum levels.
  5. Liu PY, Wishart SM, Handelsman DJ. “A double-blind, placebo-controlled, randomized clinical trial of recombinant human chorionic gonadotropin on muscle strength and physical function and activity in older men with partial age-related androgen deficiency.” Journal of Clinical Endocrinology and Metabolism, 2002. HCG pharmacokinetics and dose-response in aging males.
  6. Stenman UH, Alfthan H, Hotakainen K. “Human chorionic gonadotropin in cancer.” Clinical Biochemistry, 2004. Beta-HCG assay methodology and reference ranges.
  7. Walker WH. “Testosterone signaling and the regulation of spermatogenesis.” Spermatogenesis, 2011. Reviews local testosterone’s role in maintaining spermatogenesis independent of systemic levels.
  8. Simoni M, Gromoll J, Nieschlag E. “The follicle-stimulating hormone receptor: biochemistry, molecular biology, physiology, and pathophysiology.” Endocrine Reviews, 1997. Comprehensive review of gonadotropin receptor signaling and desensitization mechanisms.

Frequently Asked Questions

What is HCG and why does it matter for steroid cycles?

Human Chorionic Gonadotropin (HCG) is a hormone that mimics luteinizing hormone (LH) and stimulates the Leydig cells in your testicles to produce testosterone even when your natural LH production is shut down by exogenous steroids. During a steroid cycle, your pituitary gland stops secreting LH because it detects high testosterone levels, causing your testicles to shrink and cease testosterone production. HCG prevents this shutdown by providing an artificial LH-like signal directly to your testicles, maintaining testicular size, sperm production, and intratesticular testosterone levels throughout the cycle. This makes post-cycle recovery dramatically faster and easier because your testicles remain responsive rather than becoming dormant.

What is the optimal HCG dosage for mid-cycle use versus PCT?

Tony Huge’s protocol specifies 500 IU subcutaneous injection three times per week (Monday-Wednesday-Friday) starting at week 4 of any suppressive cycle and continuing through the last injection of exogenous testosterone. During PCT, continue 500 IU three times weekly for the first 2 weeks only, combined with a SERM like 12.5 mg enclomiphene or 20 mg tamoxifen daily. After week 2 of PCT, discontinue HCG and continue the SERM alone for another 4 weeks. The 500 IU dose is critical — higher doses (>1000 IU) cause receptor desensitization, while lower doses (<250 IU) provide insufficient stimulus lasting only 24 hours. Pharmacokinetic data shows 500 IU maintains detectable serum HCG for 48-72 hours, matching the 3× weekly injection frequency perfectly.

What are the side effects of HCG and how do I manage them?

The primary side effect of HCG is increased estradiol production because testicular tissue contains high concentrations of aromatase enzyme. This can manifest as water retention, sensitive nipples, or elevated blood pressure if estradiol rises above 60 pg/mL. Management strategy: run sensitive estradiol bloodwork 4 weeks after starting mid-cycle HCG. If E2 is >60 pg/mL, add 0.25 mg anastrozole on HCG injection days only, or reduce HCG to 350 IU per injection. Some users report temporary testicular aching during the first 1-2 weeks of HCG as the dormant tissue reactivates — this is benign and resolves spontaneously. Rarely, HCG can cause headaches or insomnia if injected late in the day due to its stimulatory effects on the HPTA; inject in the morning to avoid sleep disruption. Do not use HCG if you have prostate cancer, as it elevates intratesticular DHT significantly.

Can I stack HCG with other fertility or PCT compounds?

Yes, and synergistic stacking is recommended for optimal HPTA restoration. The most effective stack is HCG + enclomiphene during the first 2 weeks of PCT: HCG maintains testicular testosterone output while enclomiphene blocks estrogen negative feedback at the hypothalamus and pituitary, restarting endogenous LH production. Advanced fertility protocols combine HCG with pulsatile gonadorelin (GnRH) delivered via subcutaneous pump — this restarts the entire axis from the top down while HCG maintains testicular responsiveness. For erectile function, stack HCG with 5-10 mg daily tadalafil to ensure erectile quality matches the restored libido from intratesticular testosterone. Do not combine HCG with exogenous LH or FSH — receptor cross-talk leads to downregulation. See the stacking table above for specific synergies following Tony Huge’s Law 5 (Independent Receptor Stacking).

Who should use mid-cycle HCG versus waiting until PCT?

Mid-cycle HCG is essential for: (1) anyone running cycles longer than 12 weeks, (2) men planning to conceive within 12 months, (3) users of multiple suppressive compounds especially 19-nors like nandrolone or trenbolone, (4) individuals with previous difficult recoveries requiring 3+ months to restore normal testosterone, and (5) anyone using long-ester compounds (testosterone undecanoate, nandrolone decanoate) that remain suppressive for weeks after the last injection. You can skip mid-cycle HCG if you’re running short 6-8 week cycles with only testosterone at <300 mg/week and have no fertility concerns. However, the cost-benefit strongly favors mid-cycle use for most serious lifters — the minimal expense and injection burden of HCG prevents months of hypogonadal suffering post-cycle and preserves testicular function that is difficult to restore once fully atrophied. Waiting until PCT means restarting a dormant system rather than maintaining an active one, fundamentally changing recovery kinetics per Tony Huge's Law 2 (Chain Optimization).

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